DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
Zhendong Wang, Jianmin Bao, Shuyang Gu, Dong Chen, Wengang Zhou, Houqiang Li
CVPR 2025 | March 2025
Computer Vision Group
Empowering technologies for real-world vision-based systems
论文与出版物
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ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
Yifan Pu, Yiming Zhao, Zhicong Tang, Ruihong Yin, Haoxing Ye, Yuhui Yuan, Dong Chen, Jianmin Bao, Sirui Zhang, Yanbin Wang, Lin Liang, Lijuan Wang, Ji Li, Xiu Li, Zhouhui Lian, Gao Huang, Baining Guo
CVPR 2025 | February 2025
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Unknown-Aware Object Detection: Learning What You Don’t Know from Videos in the Wild
Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li
CVPR 2022 | May 2022
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Contrastive Learning of Global-Local Video Representations
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
Neural Information Processing Systems (NeurIPS) | December 2021
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ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel, Gal Chechik, Yale Song
International Conference on Computer Vision (ICCV) | October 2021
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Active Contrastive Learning of Audio-Visual Video Representations
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
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Parameter Efficient Multimodal Transformers for Video Representation Learning
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas Breuel, Jan Kautz, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
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Self-Supervised Learning of Compressed Video Representations
Youngjae Yu, Sangho Lee, Gunhee Kim, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
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RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard I. Hartley
3DV | October 2020
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FAST Depth Completion using a view Constrained Deep Prior
3DV | October 2020
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Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency
Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song
INTERSPEECH | October 2020
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Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval
Kuan-Hsun Wang, Chia Chun Cheng, Yi-Ling Chen, Yale Song, Shang-Hong Lai
International Conference on Pattern Recognition (ICPR) | August 2020
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AutoSimulate: (Quickly) Learning Synthetic Data Generation
Harkirat Singh Behl, Atılım Güneş Baydin, Ran Gal, Philip H.S. Torr, Vibhav Vineet
16th European Conference Computer Vision (ECCV 2020) | August 2020
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Fast acoustic scattering using convolutional neural networks
Ziqi Fan, Vibhav Vineet, Hannes Gamper, Nikunj Raghuvanshi
ICASSP 2020 – IEEE International Conference on Acoustics, Speech and Signal Processing | May 2020
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Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations
Rogerio Bonatti, Ratnesh Madaan, Vibhav Vineet, Sebastian Scherer, Ashish Kapoor
In submission | March 2020
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Image to Video Domain Adaptation Using Web Supervision
Andrew Kae, Yale Song
Winter Conference on Applications of Computer Vision (WACV) | January 2020
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Characterizing Bias in Classifiers using Generative Models
Daniel McDuff, Yale Song, Shuang Ma, Ashish Kapoor
Advances in Neural Information Processing Systems (NIPS) | December 2019
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Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck
Shuang Ma, Daniel McDuff, Yale Song
International Conference on Computer Vision (ICCV) | October 2019
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Photorealistic Image Synthesis For Object Instance Detection
Tomas Hodan, Vibhav Vineet, Ran Gal, Emanuel Shalev, Jon Hanzelka, Treb Connell, Pedro Urbina, Sudipta Sinha, Brian Guenter
IEEE International Conference on Image Processing | September 2019
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Privacy Preserving Action Recognition using Coded Aperture Videos
Zihao W. Wang, Vibhav Vineet, Francesco Pittaluga, Sudipta Sinha, Oliver Cossairt, Sing Bing Kang
The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security (CV-COPS 2019) | June 2019
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Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval
Yale Song, Mohammad Soleymani
Conference on Computer Vision and Pattern Recognition (CVPR) | June 2019
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Visual Question Answering with Spatio-Temporal Reasoning
Yunseok Jang, Yale Song, Chris Dongjoo Kim, Youngjae Yu, Youngjin Kim, Gunhee Kim
International Journal of Computer Vision (IJCV) | June 2019, 第 127 卷
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Neural TTS Stylization with Adversarial and Collaborative Games
ShuangMa, Daniel McDuff, Yale Song
International Conference on Learning Representations (ICLR) | April 2019
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Strategies for Auditory Display of Social Media
R. Michael Winters, Neel Joshi, Ed Cutrell, Meredith Ringel Morris
Ergonomics in Design | January 2019, pp. 11-15
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Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility
Benjamin Hepp, Debadeepta Dey, Sudipta Sinha, Ashish Kapoor, Neel Joshi, Otmar Hilliges
European Conference on Computer Vision (ECCV) 2018 | September 2018
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Video Prediction with Appearance and Motion Conditions
Yunseok Jang, Gunhee Kim, Yale Song
International Conference on Machine Learning (ICML) | July 2018
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Image2GIF: Generating Cinemagraphs using Recurrent Deep Q-Networks
Yipin Zhou, Yale Song, Tamara L. Berg
Winter Conference on Applications of Computer Vision (WACV) | January 2018
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Eyes-Free Art: Exploring Proxemic Audio Interfaces For Blind and Low Vision Art Engagement
Kyle Rector, Keith Salmon, Daniel Thornton, Neel Joshi, Meredith Ringel Morris
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technology (IMWUT 2017) | September 2017
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Submodular Trajectory Optimization for Aerial 3D Scanning
Mike Roberts, Debadeepta Dey, Anh Truong, Sudipta Sinha, Shital Shah, Ashish Kapoor, Pat Hanrahan, Neel Joshi
Proceedings of the International Conference on Computer Vision (ICCV), 2017 | August 2017
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Highly curved image sensors: a practical approach for improved optical performance
Brian Guenter, Neel Joshi, Richard Stoakley, Andrew Keefe, Kevin Geary, Ryan Freeman, Jake Hundley, Pamela Patterson, David Hammon, Guillermo Herrera, Elena Sherman, Andrew Nowak, Randall Schubert, Peter Brewer, Louis Yang, Russell Mott, Geoff McKnight
Optics Express | May 2017, 第 25 卷(12): pp. 13010-13023
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Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning
Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang
ICCV 2017 | May 2017
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HyperCam: Hyperspectral Imaging for Ubiquitous Computing Applications
Mayank Goel, Eric Whitmire, Alex Mariakakis, Scott Saponas, Neel Joshi, Dan Morris, Brian Guenter, Marcel Gavriliu, Gaetano Borriello, Shwetak N. Patel
UbiComp ’15 Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing | September 2015
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Real-Time Hyperlapse Creation Via Optimal Frame Selection
Neel Joshi, Wolf Kienzle, Mike Toelle, Matt Uyttendaele, Michael Cohen
ACM Transactions on Graphics (TOG) – Proceedings of ACM SIGGRAPH 2015 | July 2015, 第 34 卷
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Menu-Match: Restaurant-Specific Food Logging from Images
Oscar Beijbom, Neel Joshi, Dan Morris, Scott Saponas, Siddharth Khullar
Applications of Computer Vision (WACV), 2015 IEEE Winter Conference on | February 2015
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Blind Image Quality Assessment using Semi-supervised Rectifier Network
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’14 Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition | June 2014
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Blind Image Quality Assessment using Semi-supervised Rectifier Networks
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’14 Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition | June 2014
-
Micro-Baseline Stereo
Neel Joshi, Larry Zitnick
MSR-TR-2014-73 | May 2014
作者：Microsoft
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Interactively Stylizing Camera Motion
Neel Joshi, Dan Morris, Michael Cohen
CHI ’14 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2014
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Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
作者：Microsoft
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Looking At You: Fused Gyro and Face Tracking for Viewing Large Imagery on Mobile Devices
Neel Joshi, Abhishek Kar, Michael Cohen
CHI ’12 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | May 2012
-
Image Enhancement using Calibrated Lens Simulations
Yichang Shih, Brian Guenter, Neel Joshi
Computer Vision – ECCV 2012 | April 2012
Publication Publication Publication Publication Publication 项目
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Video Snapshots: Creating High-Quality Images from Video Clips
Kalyan Sunkavalli, Neel Joshi, Sing Bing Kang, Michael Cohen, Hanspeter Pfister
IEEE Transactions on Visualization and Computer Graphics | March 2012, 第 18 卷: pp. 1868-1879
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Image Restoration by Matching Gradient Distributions
Taeg Sang Cho, Larry Zitnick, Neel Joshi, Sing Bing Kang, Rick Szeliski, William T. Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence | August 2011, 第 34 卷: pp. 683-694
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Learning a Blind Measure of Perceptual Image Quality
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition | June 2011
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Noise Suppression in Low-Light Images through Joint Denoising and Demosaicing
Priyam Chatterjee, Neel Joshi, Sing Bing Kang, Yasuyuki Matsushita
CVPR ’11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition | June 2011
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Single Image Deblurring Using Motion Density Functions
Ankit Gupta, Neel Joshi, Larry Zitnick, Michael Cohen, Brian Curless
ECCV’10 Proceedings of the 11th European conference on Computer vision: Part I | September 2010
-
Image Deblurring using Inertial Measurement Sensors
Neel Joshi, Sing Bing Kang, Larry Zitnick, Rick Szeliski
ACM SIGGRAPH | July 2010
-
Generating Sharp Panoramas from Motion-blurred Videos
Yunpeng Li, Sing Bing Kang, Neel Joshi, Steve Seitz, Daniel Huttenlocher
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on | June 2010
-
A Content-Aware Image Prior
Taeg Sang Cho, Neel Joshi, Larry Zitnick, Sing Bing Kang, Rick Szeliski, William Freeman
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on | June 2010
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Personal Photo Enhancement Using Example Images
Neel Joshi, Wojciech Matusik, Edward H. Adelson, David J. Kriegman
ACM Transactions on Graphics | April 2010
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Seeing Mt. Rainier: Lucky Imaging for Multi-Image Denoising, Sharpening, and Haze Removal
Neel Joshi, Michael Cohen
2010 IEEE International Conference on Computational Photography (ICCP) | March 2010
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A Hand-held Photometric Stereo Camera for 3-D Modeling
Tomoaki Higo, Yasuyuki Matsushita, Neel Joshi, Katsushi Ikeuchi
Computer Vision, 2009 IEEE 12th International Conference on | October 2009
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Image deblurring and denoising using color priors
Neel Joshi, C Lawrence Zitnick, Rick Szeliski, David J Kriegman
2009 Computer Vision and Pattern Recognition | June 2009
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DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
Zhendong Wang, Jianmin Bao, Shuyang Gu, Dong Chen, Wengang Zhou, Houqiang Li
CVPR 2025 | March 2025
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ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
Yifan Pu, Yiming Zhao, Zhicong Tang, Ruihong Yin, Haoxing Ye, Yuhui Yuan, Dong Chen, Jianmin Bao, Sirui Zhang, Yanbin Wang, Lin Liang, Lijuan Wang, Ji Li, Xiu Li, Zhouhui Lian, Gao Huang, Baining Guo
CVPR 2025 | February 2025
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Contrastive Learning of Global-Local Video Representations
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
Neural Information Processing Systems (NeurIPS) | December 2021
-
Active Contrastive Learning of Audio-Visual Video Representations
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
-
Self-Supervised Learning of Compressed Video Representations
Youngjae Yu, Sangho Lee, Gunhee Kim, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
-
Parameter Efficient Multimodal Transformers for Video Representation Learning
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas Breuel, Jan Kautz, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
-
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency
Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song
INTERSPEECH | October 2020
-
Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval
Kuan-Hsun Wang, Chia Chun Cheng, Yi-Ling Chen, Yale Song, Shang-Hong Lai
International Conference on Pattern Recognition (ICPR) | August 2020
-
Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations
Rogerio Bonatti, Ratnesh Madaan, Vibhav Vineet, Sebastian Scherer, Ashish Kapoor
In submission | March 2020
-
Image to Video Domain Adaptation Using Web Supervision
Andrew Kae, Yale Song
Winter Conference on Applications of Computer Vision (WACV) | January 2020
-
Characterizing Bias in Classifiers using Generative Models
Daniel McDuff, Yale Song, Shuang Ma, Ashish Kapoor
Advances in Neural Information Processing Systems (NIPS) | December 2019
-
Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck
Shuang Ma, Daniel McDuff, Yale Song
International Conference on Computer Vision (ICCV) | October 2019
-
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval
Yale Song, Mohammad Soleymani
Conference on Computer Vision and Pattern Recognition (CVPR) | June 2019
-
Visual Question Answering with Spatio-Temporal Reasoning
Yunseok Jang, Yale Song, Chris Dongjoo Kim, Youngjae Yu, Youngjin Kim, Gunhee Kim
International Journal of Computer Vision (IJCV) | June 2019, 第 127 卷
-
Neural TTS Stylization with Adversarial and Collaborative Games
ShuangMa, Daniel McDuff, Yale Song
International Conference on Learning Representations (ICLR) | April 2019
-
Video Prediction with Appearance and Motion Conditions
Yunseok Jang, Gunhee Kim, Yale Song
International Conference on Machine Learning (ICML) | July 2018
-
Image2GIF: Generating Cinemagraphs using Recurrent Deep Q-Networks
Yipin Zhou, Yale Song, Tamara L. Berg
Winter Conference on Applications of Computer Vision (WACV) | January 2018
-
Submodular Trajectory Optimization for Aerial 3D Scanning
Mike Roberts, Debadeepta Dey, Anh Truong, Sudipta Sinha, Shital Shah, Ashish Kapoor, Pat Hanrahan, Neel Joshi
Proceedings of the International Conference on Computer Vision (ICCV), 2017 | August 2017
-
Image deblurring and denoising using color priors
Neel Joshi, C Lawrence Zitnick, Rick Szeliski, David J Kriegman
2009 Computer Vision and Pattern Recognition | June 2009
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-
-
Unknown-Aware Object Detection: Learning What You Don’t Know from Videos in the Wild
Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li
CVPR 2022 | May 2022
-
Contrastive Learning of Global-Local Video Representations
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
Neural Information Processing Systems (NeurIPS) | December 2021
-
ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel, Gal Chechik, Yale Song
International Conference on Computer Vision (ICCV) | October 2021
-
Active Contrastive Learning of Audio-Visual Video Representations
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
-
Self-Supervised Learning of Compressed Video Representations
Youngjae Yu, Sangho Lee, Gunhee Kim, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
-
Parameter Efficient Multimodal Transformers for Video Representation Learning
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas Breuel, Jan Kautz, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
-
RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard I. Hartley
3DV | October 2020
-
FAST Depth Completion using a view Constrained Deep Prior
3DV | October 2020
-
Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval
Kuan-Hsun Wang, Chia Chun Cheng, Yi-Ling Chen, Yale Song, Shang-Hong Lai
International Conference on Pattern Recognition (ICPR) | August 2020
-
AutoSimulate: (Quickly) Learning Synthetic Data Generation
Harkirat Singh Behl, Atılım Güneş Baydin, Ran Gal, Philip H.S. Torr, Vibhav Vineet
16th European Conference Computer Vision (ECCV 2020) | August 2020
-
Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations
Rogerio Bonatti, Ratnesh Madaan, Vibhav Vineet, Sebastian Scherer, Ashish Kapoor
In submission | March 2020
-
Image to Video Domain Adaptation Using Web Supervision
Andrew Kae, Yale Song
Winter Conference on Applications of Computer Vision (WACV) | January 2020
-
Characterizing Bias in Classifiers using Generative Models
Daniel McDuff, Yale Song, Shuang Ma, Ashish Kapoor
Advances in Neural Information Processing Systems (NIPS) | December 2019
-
Photorealistic Image Synthesis For Object Instance Detection
Tomas Hodan, Vibhav Vineet, Ran Gal, Emanuel Shalev, Jon Hanzelka, Treb Connell, Pedro Urbina, Sudipta Sinha, Brian Guenter
IEEE International Conference on Image Processing | September 2019
-
Privacy Preserving Action Recognition using Coded Aperture Videos
Zihao W. Wang, Vibhav Vineet, Francesco Pittaluga, Sudipta Sinha, Oliver Cossairt, Sing Bing Kang
The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security (CV-COPS 2019) | June 2019
-
Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval
Yale Song, Mohammad Soleymani
Conference on Computer Vision and Pattern Recognition (CVPR) | June 2019
-
Visual Question Answering with Spatio-Temporal Reasoning
Yunseok Jang, Yale Song, Chris Dongjoo Kim, Youngjae Yu, Youngjin Kim, Gunhee Kim
International Journal of Computer Vision (IJCV) | June 2019, 第 127 卷
-
Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility
Benjamin Hepp, Debadeepta Dey, Sudipta Sinha, Ashish Kapoor, Neel Joshi, Otmar Hilliges
European Conference on Computer Vision (ECCV) 2018 | September 2018
-
Video Prediction with Appearance and Motion Conditions
Yunseok Jang, Gunhee Kim, Yale Song
International Conference on Machine Learning (ICML) | July 2018
-
Image2GIF: Generating Cinemagraphs using Recurrent Deep Q-Networks
Yipin Zhou, Yale Song, Tamara L. Berg
Winter Conference on Applications of Computer Vision (WACV) | January 2018
-
Submodular Trajectory Optimization for Aerial 3D Scanning
Mike Roberts, Debadeepta Dey, Anh Truong, Sudipta Sinha, Shital Shah, Ashish Kapoor, Pat Hanrahan, Neel Joshi
Proceedings of the International Conference on Computer Vision (ICCV), 2017 | August 2017
-
HyperCam: Hyperspectral Imaging for Ubiquitous Computing Applications
Mayank Goel, Eric Whitmire, Alex Mariakakis, Scott Saponas, Neel Joshi, Dan Morris, Brian Guenter, Marcel Gavriliu, Gaetano Borriello, Shwetak N. Patel
UbiComp ’15 Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing | September 2015
-
Real-Time Hyperlapse Creation Via Optimal Frame Selection
Neel Joshi, Wolf Kienzle, Mike Toelle, Matt Uyttendaele, Michael Cohen
ACM Transactions on Graphics (TOG) – Proceedings of ACM SIGGRAPH 2015 | July 2015, 第 34 卷
-
Menu-Match: Restaurant-Specific Food Logging from Images
Oscar Beijbom, Neel Joshi, Dan Morris, Scott Saponas, Siddharth Khullar
Applications of Computer Vision (WACV), 2015 IEEE Winter Conference on | February 2015
-
Blind Image Quality Assessment using Semi-supervised Rectifier Networks
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’14 Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition | June 2014
-
Blind Image Quality Assessment using Semi-supervised Rectifier Network
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’14 Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition | June 2014
-
Micro-Baseline Stereo
Neel Joshi, Larry Zitnick
MSR-TR-2014-73 | May 2014
作者：Microsoft
-
Interactively Stylizing Camera Motion
Neel Joshi, Dan Morris, Michael Cohen
CHI ’14 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2014
-
Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
作者：Microsoft
-
Looking At You: Fused Gyro and Face Tracking for Viewing Large Imagery on Mobile Devices
Neel Joshi, Abhishek Kar, Michael Cohen
CHI ’12 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | May 2012
-
Image Enhancement using Calibrated Lens Simulations
Yichang Shih, Brian Guenter, Neel Joshi
Computer Vision – ECCV 2012 | April 2012
Publication Publication Publication Publication Publication 项目
-
Video Snapshots: Creating High-Quality Images from Video Clips
Kalyan Sunkavalli, Neel Joshi, Sing Bing Kang, Michael Cohen, Hanspeter Pfister
IEEE Transactions on Visualization and Computer Graphics | March 2012, 第 18 卷: pp. 1868-1879
-
Image Restoration by Matching Gradient Distributions
Taeg Sang Cho, Larry Zitnick, Neel Joshi, Sing Bing Kang, Rick Szeliski, William T. Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence | August 2011, 第 34 卷: pp. 683-694
-
Learning a Blind Measure of Perceptual Image Quality
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition | June 2011
-
Noise Suppression in Low-Light Images through Joint Denoising and Demosaicing
Priyam Chatterjee, Neel Joshi, Sing Bing Kang, Yasuyuki Matsushita
CVPR ’11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition | June 2011
-
Single Image Deblurring Using Motion Density Functions
Ankit Gupta, Neel Joshi, Larry Zitnick, Michael Cohen, Brian Curless
ECCV’10 Proceedings of the 11th European conference on Computer vision: Part I | September 2010
-
Image Deblurring using Inertial Measurement Sensors
Neel Joshi, Sing Bing Kang, Larry Zitnick, Rick Szeliski
ACM SIGGRAPH | July 2010
-
Generating Sharp Panoramas from Motion-blurred Videos
Yunpeng Li, Sing Bing Kang, Neel Joshi, Steve Seitz, Daniel Huttenlocher
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on | June 2010
-
A Content-Aware Image Prior
Taeg Sang Cho, Neel Joshi, Larry Zitnick, Sing Bing Kang, Rick Szeliski, William Freeman
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on | June 2010
-
Personal Photo Enhancement Using Example Images
Neel Joshi, Wojciech Matusik, Edward H. Adelson, David J. Kriegman
ACM Transactions on Graphics | April 2010
-
Seeing Mt. Rainier: Lucky Imaging for Multi-Image Denoising, Sharpening, and Haze Removal
Neel Joshi, Michael Cohen
2010 IEEE International Conference on Computational Photography (ICCP) | March 2010
-
A Hand-held Photometric Stereo Camera for 3-D Modeling
Tomoaki Higo, Yasuyuki Matsushita, Neel Joshi, Katsushi Ikeuchi
Computer Vision, 2009 IEEE 12th International Conference on | October 2009
-
Image deblurring and denoising using color priors
Neel Joshi, C Lawrence Zitnick, Rick Szeliski, David J Kriegman
2009 Computer Vision and Pattern Recognition | June 2009
-
-
-
Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency
Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song
INTERSPEECH | October 2020
-
Fast acoustic scattering using convolutional neural networks
Ziqi Fan, Vibhav Vineet, Hannes Gamper, Nikunj Raghuvanshi
ICASSP 2020 – IEEE International Conference on Acoustics, Speech and Signal Processing | May 2020
-
-
-
Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations
Rogerio Bonatti, Ratnesh Madaan, Vibhav Vineet, Sebastian Scherer, Ashish Kapoor
In submission | March 2020
-
Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning
Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang
ICCV 2017 | May 2017
-
Real-Time Hyperlapse Creation Via Optimal Frame Selection
Neel Joshi, Wolf Kienzle, Mike Toelle, Matt Uyttendaele, Michael Cohen
ACM Transactions on Graphics (TOG) – Proceedings of ACM SIGGRAPH 2015 | July 2015, 第 34 卷
-
-
-
Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations
Rogerio Bonatti, Ratnesh Madaan, Vibhav Vineet, Sebastian Scherer, Ashish Kapoor
In submission | March 2020
-
Highly curved image sensors: a practical approach for improved optical performance
Brian Guenter, Neel Joshi, Richard Stoakley, Andrew Keefe, Kevin Geary, Ryan Freeman, Jake Hundley, Pamela Patterson, David Hammon, Guillermo Herrera, Elena Sherman, Andrew Nowak, Randall Schubert, Peter Brewer, Louis Yang, Russell Mott, Geoff McKnight
Optics Express | May 2017, 第 25 卷(12): pp. 13010-13023
-
-
-
Strategies for Auditory Display of Social Media
R. Michael Winters, Neel Joshi, Ed Cutrell, Meredith Ringel Morris
Ergonomics in Design | January 2019, pp. 11-15
-
Eyes-Free Art: Exploring Proxemic Audio Interfaces For Blind and Low Vision Art Engagement
Kyle Rector, Keith Salmon, Daniel Thornton, Neel Joshi, Meredith Ringel Morris
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technology (IMWUT 2017) | September 2017
-
Highly curved image sensors: a practical approach for improved optical performance
Brian Guenter, Neel Joshi, Richard Stoakley, Andrew Keefe, Kevin Geary, Ryan Freeman, Jake Hundley, Pamela Patterson, David Hammon, Guillermo Herrera, Elena Sherman, Andrew Nowak, Randall Schubert, Peter Brewer, Louis Yang, Russell Mott, Geoff McKnight
Optics Express | May 2017, 第 25 卷(12): pp. 13010-13023
-
Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
作者：Microsoft
-
Looking At You: Fused Gyro and Face Tracking for Viewing Large Imagery on Mobile Devices
Neel Joshi, Abhishek Kar, Michael Cohen
CHI ’12 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | May 2012
-
-
-
Highly curved image sensors: a practical approach for improved optical performance
Brian Guenter, Neel Joshi, Richard Stoakley, Andrew Keefe, Kevin Geary, Ryan Freeman, Jake Hundley, Pamela Patterson, David Hammon, Guillermo Herrera, Elena Sherman, Andrew Nowak, Randall Schubert, Peter Brewer, Louis Yang, Russell Mott, Geoff McKnight
Optics Express | May 2017, 第 25 卷(12): pp. 13010-13023
-
HyperCam: Hyperspectral Imaging for Ubiquitous Computing Applications
Mayank Goel, Eric Whitmire, Alex Mariakakis, Scott Saponas, Neel Joshi, Dan Morris, Brian Guenter, Marcel Gavriliu, Gaetano Borriello, Shwetak N. Patel
UbiComp ’15 Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing | September 2015
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Real-Time Hyperlapse Creation Via Optimal Frame Selection
Neel Joshi, Wolf Kienzle, Mike Toelle, Matt Uyttendaele, Michael Cohen
ACM Transactions on Graphics (TOG) – Proceedings of ACM SIGGRAPH 2015 | July 2015, 第 34 卷
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Micro-Baseline Stereo
Neel Joshi, Larry Zitnick
MSR-TR-2014-73 | May 2014
作者：Microsoft
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Interactively Stylizing Camera Motion
Neel Joshi, Dan Morris, Michael Cohen
CHI ’14 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2014
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Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
作者：Microsoft
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Looking At You: Fused Gyro and Face Tracking for Viewing Large Imagery on Mobile Devices
Neel Joshi, Abhishek Kar, Michael Cohen
CHI ’12 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | May 2012
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Image Enhancement using Calibrated Lens Simulations
Yichang Shih, Brian Guenter, Neel Joshi
Computer Vision – ECCV 2012 | April 2012
Publication Publication Publication Publication Publication 项目
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Video Snapshots: Creating High-Quality Images from Video Clips
Kalyan Sunkavalli, Neel Joshi, Sing Bing Kang, Michael Cohen, Hanspeter Pfister
IEEE Transactions on Visualization and Computer Graphics | March 2012, 第 18 卷: pp. 1868-1879
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Image Restoration by Matching Gradient Distributions
Taeg Sang Cho, Larry Zitnick, Neel Joshi, Sing Bing Kang, Rick Szeliski, William T. Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence | August 2011, 第 34 卷: pp. 683-694
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Learning a Blind Measure of Perceptual Image Quality
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition | June 2011
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Noise Suppression in Low-Light Images through Joint Denoising and Demosaicing
Priyam Chatterjee, Neel Joshi, Sing Bing Kang, Yasuyuki Matsushita
CVPR ’11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition | June 2011
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Single Image Deblurring Using Motion Density Functions
Ankit Gupta, Neel Joshi, Larry Zitnick, Michael Cohen, Brian Curless
ECCV’10 Proceedings of the 11th European conference on Computer vision: Part I | September 2010
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Image Deblurring using Inertial Measurement Sensors
Neel Joshi, Sing Bing Kang, Larry Zitnick, Rick Szeliski
ACM SIGGRAPH | July 2010
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Generating Sharp Panoramas from Motion-blurred Videos
Yunpeng Li, Sing Bing Kang, Neel Joshi, Steve Seitz, Daniel Huttenlocher
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on | June 2010
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Personal Photo Enhancement Using Example Images
Neel Joshi, Wojciech Matusik, Edward H. Adelson, David J. Kriegman
ACM Transactions on Graphics | April 2010
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Seeing Mt. Rainier: Lucky Imaging for Multi-Image Denoising, Sharpening, and Haze Removal
Neel Joshi, Michael Cohen
2010 IEEE International Conference on Computational Photography (ICCP) | March 2010
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A Hand-held Photometric Stereo Camera for 3-D Modeling
Tomoaki Higo, Yasuyuki Matsushita, Neel Joshi, Katsushi Ikeuchi
Computer Vision, 2009 IEEE 12th International Conference on | October 2009
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Image deblurring and denoising using color priors
Neel Joshi, C Lawrence Zitnick, Rick Szeliski, David J Kriegman
2009 Computer Vision and Pattern Recognition | June 2009
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Menu-Match: Restaurant-Specific Food Logging from Images
Oscar Beijbom, Neel Joshi, Dan Morris, Scott Saponas, Siddharth Khullar
Applications of Computer Vision (WACV), 2015 IEEE Winter Conference on | February 2015
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DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
Zhendong Wang, Jianmin Bao, Shuyang Gu, Dong Chen, Wengang Zhou, Houqiang Li
CVPR 2025 | March 2025
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ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation
Yifan Pu, Yiming Zhao, Zhicong Tang, Ruihong Yin, Haoxing Ye, Yuhui Yuan, Dong Chen, Jianmin Bao, Sirui Zhang, Yanbin Wang, Lin Liang, Lijuan Wang, Ji Li, Xiu Li, Zhouhui Lian, Gao Huang, Baining Guo
CVPR 2025 | February 2025
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Unknown-Aware Object Detection: Learning What You Don’t Know from Videos in the Wild
Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li
CVPR 2022 | May 2022
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Contrastive Learning of Global-Local Video Representations
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
Neural Information Processing Systems (NeurIPS) | December 2021
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ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning
Sangho Lee, Jiwan Chung, Youngjae Yu, Gunhee Kim, Thomas Breuel, Gal Chechik, Yale Song
International Conference on Computer Vision (ICCV) | October 2021
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Active Contrastive Learning of Audio-Visual Video Representations
Shuang Ma, Zhaoyang Zeng, Daniel McDuff, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
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Self-Supervised Learning of Compressed Video Representations
Youngjae Yu, Sangho Lee, Gunhee Kim, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
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Parameter Efficient Multimodal Transformers for Video Representation Learning
Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas Breuel, Jan Kautz, Yale Song
International Conference on Learning Representations (ICLR) | May 2021
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RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs
Zhiwei Xu, Thalaiyasingam Ajanthan, Vibhav Vineet, Richard I. Hartley
3DV | October 2020
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FAST Depth Completion using a view Constrained Deep Prior
3DV | October 2020
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Multi-Reference Neural TTS Stylization with Adversarial Cycle Consistency
Matt Whitehill, Shuang Ma, Daniel McDuff, Yale Song
INTERSPEECH | October 2020
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Attention-Based Deep Metric Learning for Near-Duplicate Video Retrieval
Kuan-Hsun Wang, Chia Chun Cheng, Yi-Ling Chen, Yale Song, Shang-Hong Lai
International Conference on Pattern Recognition (ICPR) | August 2020
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AutoSimulate: (Quickly) Learning Synthetic Data Generation
Harkirat Singh Behl, Atılım Güneş Baydin, Ran Gal, Philip H.S. Torr, Vibhav Vineet
16th European Conference Computer Vision (ECCV 2020) | August 2020
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Fast acoustic scattering using convolutional neural networks
Ziqi Fan, Vibhav Vineet, Hannes Gamper, Nikunj Raghuvanshi
ICASSP 2020 – IEEE International Conference on Acoustics, Speech and Signal Processing | May 2020
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Learning Visuomotor Policies for Aerial Navigation Using Cross-Modal Representations
Rogerio Bonatti, Ratnesh Madaan, Vibhav Vineet, Sebastian Scherer, Ashish Kapoor
In submission | March 2020
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Image to Video Domain Adaptation Using Web Supervision
Andrew Kae, Yale Song
Winter Conference on Applications of Computer Vision (WACV) | January 2020
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Characterizing Bias in Classifiers using Generative Models
Daniel McDuff, Yale Song, Shuang Ma, Ashish Kapoor
Advances in Neural Information Processing Systems (NIPS) | December 2019
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Unpaired Image-to-Speech Synthesis with Multimodal Information Bottleneck
Shuang Ma, Daniel McDuff, Yale Song
International Conference on Computer Vision (ICCV) | October 2019
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Photorealistic Image Synthesis For Object Instance Detection
Tomas Hodan, Vibhav Vineet, Ran Gal, Emanuel Shalev, Jon Hanzelka, Treb Connell, Pedro Urbina, Sudipta Sinha, Brian Guenter
IEEE International Conference on Image Processing | September 2019
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Privacy Preserving Action Recognition using Coded Aperture Videos
Zihao W. Wang, Vibhav Vineet, Francesco Pittaluga, Sudipta Sinha, Oliver Cossairt, Sing Bing Kang
The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security (CV-COPS 2019) | June 2019
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Polysemous Visual-Semantic Embedding for Cross-Modal Retrieval
Yale Song, Mohammad Soleymani
Conference on Computer Vision and Pattern Recognition (CVPR) | June 2019
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Neural TTS Stylization with Adversarial and Collaborative Games
ShuangMa, Daniel McDuff, Yale Song
International Conference on Learning Representations (ICLR) | April 2019
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Learn-to-Score: Efficient 3D Scene Exploration by Predicting View Utility
Benjamin Hepp, Debadeepta Dey, Sudipta Sinha, Ashish Kapoor, Neel Joshi, Otmar Hilliges
European Conference on Computer Vision (ECCV) 2018 | September 2018
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Video Prediction with Appearance and Motion Conditions
Yunseok Jang, Gunhee Kim, Yale Song
International Conference on Machine Learning (ICML) | July 2018
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Image2GIF: Generating Cinemagraphs using Recurrent Deep Q-Networks
Yipin Zhou, Yale Song, Tamara L. Berg
Winter Conference on Applications of Computer Vision (WACV) | January 2018
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Eyes-Free Art: Exploring Proxemic Audio Interfaces For Blind and Low Vision Art Engagement
Kyle Rector, Keith Salmon, Daniel Thornton, Neel Joshi, Meredith Ringel Morris
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technology (IMWUT 2017) | September 2017
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Submodular Trajectory Optimization for Aerial 3D Scanning
Mike Roberts, Debadeepta Dey, Anh Truong, Sudipta Sinha, Shital Shah, Ashish Kapoor, Pat Hanrahan, Neel Joshi
Proceedings of the International Conference on Computer Vision (ICCV), 2017 | August 2017
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Personalized Cinemagraphs using Semantic Understanding and Collaborative Learning
Tae-Hyun Oh, Kyungdon Joo, Neel Joshi, Baoyuan Wang, In So Kweon, Sing Bing Kang
ICCV 2017 | May 2017
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HyperCam: Hyperspectral Imaging for Ubiquitous Computing Applications
Mayank Goel, Eric Whitmire, Alex Mariakakis, Scott Saponas, Neel Joshi, Dan Morris, Brian Guenter, Marcel Gavriliu, Gaetano Borriello, Shwetak N. Patel
UbiComp ’15 Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing | September 2015
-
Menu-Match: Restaurant-Specific Food Logging from Images
Oscar Beijbom, Neel Joshi, Dan Morris, Scott Saponas, Siddharth Khullar
Applications of Computer Vision (WACV), 2015 IEEE Winter Conference on | February 2015
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Blind Image Quality Assessment using Semi-supervised Rectifier Networks
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’14 Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition | June 2014
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Blind Image Quality Assessment using Semi-supervised Rectifier Network
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’14 Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition | June 2014
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Interactively Stylizing Camera Motion
Neel Joshi, Dan Morris, Michael Cohen
CHI ’14 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | April 2014
-
Looking At You: Fused Gyro and Face Tracking for Viewing Large Imagery on Mobile Devices
Neel Joshi, Abhishek Kar, Michael Cohen
CHI ’12 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems | May 2012
-
Image Enhancement using Calibrated Lens Simulations
Yichang Shih, Brian Guenter, Neel Joshi
Computer Vision – ECCV 2012 | April 2012
Publication Publication Publication Publication Publication 项目
-
Learning a Blind Measure of Perceptual Image Quality
Huixuan Tang, Neel Joshi, Ashish Kapoor
CVPR ’11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition | June 2011
-
Noise Suppression in Low-Light Images through Joint Denoising and Demosaicing
Priyam Chatterjee, Neel Joshi, Sing Bing Kang, Yasuyuki Matsushita
CVPR ’11 Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern Recognition | June 2011
-
Single Image Deblurring Using Motion Density Functions
Ankit Gupta, Neel Joshi, Larry Zitnick, Michael Cohen, Brian Curless
ECCV’10 Proceedings of the 11th European conference on Computer vision: Part I | September 2010
-
Image Deblurring using Inertial Measurement Sensors
Neel Joshi, Sing Bing Kang, Larry Zitnick, Rick Szeliski
ACM SIGGRAPH | July 2010
-
Generating Sharp Panoramas from Motion-blurred Videos
Yunpeng Li, Sing Bing Kang, Neel Joshi, Steve Seitz, Daniel Huttenlocher
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on | June 2010
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A Content-Aware Image Prior
Taeg Sang Cho, Neel Joshi, Larry Zitnick, Sing Bing Kang, Rick Szeliski, William Freeman
Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on | June 2010
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Seeing Mt. Rainier: Lucky Imaging for Multi-Image Denoising, Sharpening, and Haze Removal
Neel Joshi, Michael Cohen
2010 IEEE International Conference on Computational Photography (ICCP) | March 2010
-
A Hand-held Photometric Stereo Camera for 3-D Modeling
Tomoaki Higo, Yasuyuki Matsushita, Neel Joshi, Katsushi Ikeuchi
Computer Vision, 2009 IEEE 12th International Conference on | October 2009
-
Image deblurring and denoising using color priors
Neel Joshi, C Lawrence Zitnick, Rick Szeliski, David J Kriegman
2009 Computer Vision and Pattern Recognition | June 2009
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Visual Question Answering with Spatio-Temporal Reasoning
Yunseok Jang, Yale Song, Chris Dongjoo Kim, Youngjae Yu, Youngjin Kim, Gunhee Kim
International Journal of Computer Vision (IJCV) | June 2019, 第 127 卷
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Strategies for Auditory Display of Social Media
R. Michael Winters, Neel Joshi, Ed Cutrell, Meredith Ringel Morris
Ergonomics in Design | January 2019, pp. 11-15
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Highly curved image sensors: a practical approach for improved optical performance
Brian Guenter, Neel Joshi, Richard Stoakley, Andrew Keefe, Kevin Geary, Ryan Freeman, Jake Hundley, Pamela Patterson, David Hammon, Guillermo Herrera, Elena Sherman, Andrew Nowak, Randall Schubert, Peter Brewer, Louis Yang, Russell Mott, Geoff McKnight
Optics Express | May 2017, 第 25 卷(12): pp. 13010-13023
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Real-Time Hyperlapse Creation Via Optimal Frame Selection
Neel Joshi, Wolf Kienzle, Mike Toelle, Matt Uyttendaele, Michael Cohen
ACM Transactions on Graphics (TOG) – Proceedings of ACM SIGGRAPH 2015 | July 2015, 第 34 卷
-
Video Snapshots: Creating High-Quality Images from Video Clips
Kalyan Sunkavalli, Neel Joshi, Sing Bing Kang, Michael Cohen, Hanspeter Pfister
IEEE Transactions on Visualization and Computer Graphics | March 2012, 第 18 卷: pp. 1868-1879
-
Image Restoration by Matching Gradient Distributions
Taeg Sang Cho, Larry Zitnick, Neel Joshi, Sing Bing Kang, Rick Szeliski, William T. Freeman
IEEE Transactions on Pattern Analysis and Machine Intelligence | August 2011, 第 34 卷: pp. 683-694
-
Personal Photo Enhancement Using Example Images
Neel Joshi, Wojciech Matusik, Edward H. Adelson, David J. Kriegman
ACM Transactions on Graphics | April 2010
-
-
-
Micro-Baseline Stereo
Neel Joshi, Larry Zitnick
MSR-TR-2014-73 | May 2014
作者：Microsoft
-
Cliplets: Juxtaposing Still and Dynamic Imagery
Neel Joshi, Sisil Metha, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen
MSR-TR-2012-52 | May 2012
作者：Microsoft
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