Accelerating Biodiversity Surveys with AI

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- Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition
  
  Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andres Hernandez, Pablo Arbelaez, Andrés Link, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Rahul Dodhia, Juan M. Lavista Ferres
  
  NeurIPS 2023 | November 2023
  
  Publication PDF 项目
- Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images
  
  Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan M. Lavista Ferres
  
  November 2023
  
  Preprint
- A Biologist’s Guide to the Galaxy: Leveraging Artificial Intelligence and Very High-Resolution Satellite Imagery to Monitor Marine Mammals from Space
  
  Christin B. Khan, Kimberly T. Goetz, Hannah C. Cubaynes, Caleb Robinson, Erin Murnane, Tyler Aldrich, Meredith Sackett, Penny J. Clarke, Michelle A. LaRue, Timothy White, Kathleen Leonard, Anthony Ortiz, Juan M. Lavista Ferres
  
  Journal of Marine Science & Engineering | March 2023
  
  Publication 项目项目
- Social Connectedness and Movements Among Communities of Giraffes Vary by Sex and Age Class
  
  Juan M. Lavista Ferres, Derek E. Lee, Md Nasir, Yu-Chia Chen, Avleen Bijral, Fred B. Bercovitch, Monica L. Bond
  
  Animal Behaviour | October 2021
  
  Publication 项目
- Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks
  
  Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres
  
  Ecological Informatics | September 2021, 第 64 卷
  
  Publication 项目项目
- Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification
  
  Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres
  
  Scientific Reports | August 2021
  
  Publication PDF 项目项目
- Detecting Cattle and Elk in the Wild from Space
  
  Caleb Robinson, Anthony Ortiz, Lacey Hughey, Jared A Stabach, Juan M. Lavista Ferres
  
  June 2021
  
  KDD 2021 Fragile Earth Workshop
  
  Preprint 项目项目
- Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks
  
  Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres
  
  The Journal of the Acoustical Society of America | May 2021
  
  Publication Github 项目项目
- A Deep Active Learning System for Species Identification and Counting in Camera Trap Images
  
  Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune
  
  Methods in Ecology and Evolution | December 2020, 第 12 卷(1): pp. 150-161
  
  Publication PDF 项目
- AIDE: Accelerating Image-Based Ecological Surveys with Interactive Machine Learning
  
  Benjamin Kellenberger, Devis Tuia, Dan Morris
  
  Methods in Ecology and Evolution | November 2020, 第 11 卷(12): pp. 1716-1727
  
  Publication
- A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network
  
  Jack LeBien, Ming Zhong, Marconi Campos-Cerqueira, Julian P. Velev , Rahul Dodhia, Juan M. Lavista Ferres, Mitchell Aidead
  
  Science Direct | September 2020
  
  Publication 项目项目
- Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
  
  Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
  
  Applied Acoustics | September 2020, 第 166 卷
  
  Publication 项目项目
- Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification
  
  Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen
  
  April 2020
  
  Publication
- Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models
  
  Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
  
  The Journal of the Acoustical Society of America | March 2020, 第 147 卷(3)
  
  Publication 项目项目
- Synthetic Examples Improve Generalization for Rare Classes
  
  Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona
  
  2020 Workshop on Applications of Computer Vision | February 2020
  
  DOI Publication
- Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
  
  Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
  
  The Journal of the Acoustical Society of America | November 2019, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目
- Towards Ethical Deployment of AI for Conservation Systems
  
  Christine Kaeser-Chen, Tanya Birch, Katherine Chou, Tomer Gadot, Hartwig Adam, Serge Belongie, Tim Robertson, Eric Fegraus, Dan Morris
  
  August 2019
  
  Publication
- Efficient Pipeline for Camera Trap Image Review
  
  Sara Beery, Dan Morris, Siyu Yang
  
  July 2019
  
  Publication 项目
- Efficient Pipeline for Automating Species ID in new Camera Trap Projects
  
  Sara Beery, Dan Morris, Siyu Yang, Marcel Simon, Arash Norouzzadeh, Neel Joshi
  
  Biodiversity Information Science and Standards | June 2019
  
  DOI PDF 项目

- Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition
  
  Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andres Hernandez, Pablo Arbelaez, Andrés Link, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Rahul Dodhia, Juan M. Lavista Ferres
  
  NeurIPS 2023 | November 2023
  
  Publication PDF 项目
- Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images
  
  Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan M. Lavista Ferres
  
  November 2023
  
  Preprint
- A Biologist’s Guide to the Galaxy: Leveraging Artificial Intelligence and Very High-Resolution Satellite Imagery to Monitor Marine Mammals from Space
  
  Christin B. Khan, Kimberly T. Goetz, Hannah C. Cubaynes, Caleb Robinson, Erin Murnane, Tyler Aldrich, Meredith Sackett, Penny J. Clarke, Michelle A. LaRue, Timothy White, Kathleen Leonard, Anthony Ortiz, Juan M. Lavista Ferres
  
  Journal of Marine Science & Engineering | March 2023
  
  Publication 项目项目
- Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks
  
  Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres
  
  Ecological Informatics | September 2021, 第 64 卷
  
  Publication 项目项目
- Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification
  
  Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres
  
  Scientific Reports | August 2021
  
  Publication PDF 项目项目
- Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks
  
  Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres
  
  The Journal of the Acoustical Society of America | May 2021
  
  Publication Github 项目项目
- A Deep Active Learning System for Species Identification and Counting in Camera Trap Images
  
  Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune
  
  Methods in Ecology and Evolution | December 2020, 第 12 卷(1): pp. 150-161
  
  Publication PDF 项目
- AIDE: Accelerating Image-Based Ecological Surveys with Interactive Machine Learning
  
  Benjamin Kellenberger, Devis Tuia, Dan Morris
  
  Methods in Ecology and Evolution | November 2020, 第 11 卷(12): pp. 1716-1727
  
  Publication
- Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
  
  Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
  
  Applied Acoustics | September 2020, 第 166 卷
  
  Publication 项目项目
- Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification
  
  Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen
  
  April 2020
  
  Publication
- Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models
  
  Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
  
  The Journal of the Acoustical Society of America | March 2020, 第 147 卷(3)
  
  Publication 项目项目
- Synthetic Examples Improve Generalization for Rare Classes
  
  Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona
  
  2020 Workshop on Applications of Computer Vision | February 2020
  
  DOI Publication
- Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
  
  Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
  
  The Journal of the Acoustical Society of America | November 2019, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目
- Towards Ethical Deployment of AI for Conservation Systems
  
  Christine Kaeser-Chen, Tanya Birch, Katherine Chou, Tomer Gadot, Hartwig Adam, Serge Belongie, Tim Robertson, Eric Fegraus, Dan Morris
  
  August 2019
  
  Publication
- Efficient Pipeline for Camera Trap Image Review
  
  Sara Beery, Dan Morris, Siyu Yang
  
  July 2019
  
  Publication 项目
- Efficient Pipeline for Automating Species ID in new Camera Trap Projects
  
  Sara Beery, Dan Morris, Siyu Yang, Marcel Simon, Arash Norouzzadeh, Neel Joshi
  
  Biodiversity Information Science and Standards | June 2019
  
  DOI PDF 项目
- Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition
  
  Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andres Hernandez, Pablo Arbelaez, Andrés Link, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Rahul Dodhia, Juan M. Lavista Ferres
  
  NeurIPS 2023 | November 2023
  
  Publication PDF 项目
- Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images
  
  Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan M. Lavista Ferres
  
  November 2023
  
  Preprint
- A Biologist’s Guide to the Galaxy: Leveraging Artificial Intelligence and Very High-Resolution Satellite Imagery to Monitor Marine Mammals from Space
  
  Christin B. Khan, Kimberly T. Goetz, Hannah C. Cubaynes, Caleb Robinson, Erin Murnane, Tyler Aldrich, Meredith Sackett, Penny J. Clarke, Michelle A. LaRue, Timothy White, Kathleen Leonard, Anthony Ortiz, Juan M. Lavista Ferres
  
  Journal of Marine Science & Engineering | March 2023
  
  Publication 项目项目
- Social Connectedness and Movements Among Communities of Giraffes Vary by Sex and Age Class
  
  Juan M. Lavista Ferres, Derek E. Lee, Md Nasir, Yu-Chia Chen, Avleen Bijral, Fred B. Bercovitch, Monica L. Bond
  
  Animal Behaviour | October 2021
  
  Publication 项目
- Detecting Cattle and Elk in the Wild from Space
  
  Caleb Robinson, Anthony Ortiz, Lacey Hughey, Jared A Stabach, Juan M. Lavista Ferres
  
  June 2021
  
  KDD 2021 Fragile Earth Workshop
  
  Preprint 项目项目
- A Deep Active Learning System for Species Identification and Counting in Camera Trap Images
  
  Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune
  
  Methods in Ecology and Evolution | December 2020, 第 12 卷(1): pp. 150-161
  
  Publication PDF 项目
- AIDE: Accelerating Image-Based Ecological Surveys with Interactive Machine Learning
  
  Benjamin Kellenberger, Devis Tuia, Dan Morris
  
  Methods in Ecology and Evolution | November 2020, 第 11 卷(12): pp. 1716-1727
  
  Publication
- A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network
  
  Jack LeBien, Ming Zhong, Marconi Campos-Cerqueira, Julian P. Velev , Rahul Dodhia, Juan M. Lavista Ferres, Mitchell Aidead
  
  Science Direct | September 2020
  
  Publication 项目项目
- Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
  
  Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
  
  Applied Acoustics | September 2020, 第 166 卷
  
  Publication 项目项目
- Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification
  
  Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen
  
  April 2020
  
  Publication
- Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models
  
  Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
  
  The Journal of the Acoustical Society of America | March 2020, 第 147 卷(3)
  
  Publication 项目项目
- Synthetic Examples Improve Generalization for Rare Classes
  
  Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona
  
  2020 Workshop on Applications of Computer Vision | February 2020
  
  DOI Publication
- Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
  
  Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
  
  The Journal of the Acoustical Society of America | November 2019, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目
- Towards Ethical Deployment of AI for Conservation Systems
  
  Christine Kaeser-Chen, Tanya Birch, Katherine Chou, Tomer Gadot, Hartwig Adam, Serge Belongie, Tim Robertson, Eric Fegraus, Dan Morris
  
  August 2019
  
  Publication
- Efficient Pipeline for Camera Trap Image Review
  
  Sara Beery, Dan Morris, Siyu Yang
  
  July 2019
  
  Publication 项目
- Efficient Pipeline for Automating Species ID in new Camera Trap Projects
  
  Sara Beery, Dan Morris, Siyu Yang, Marcel Simon, Arash Norouzzadeh, Neel Joshi
  
  Biodiversity Information Science and Standards | June 2019
  
  DOI PDF 项目
- Detecting Cattle and Elk in the Wild from Space
  
  Caleb Robinson, Anthony Ortiz, Lacey Hughey, Jared A Stabach, Juan M. Lavista Ferres
  
  June 2021
  
  KDD 2021 Fragile Earth Workshop
  
  Preprint 项目项目
- Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification
  
  Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen
  
  April 2020
  
  Publication
- Efficient Pipeline for Camera Trap Image Review
  
  Sara Beery, Dan Morris, Siyu Yang
  
  July 2019
  
  Publication 项目
- Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks
  
  Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres
  
  Ecological Informatics | September 2021, 第 64 卷
  
  Publication 项目项目
- Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification
  
  Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres
  
  Scientific Reports | August 2021
  
  Publication PDF 项目项目
- Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks
  
  Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres
  
  The Journal of the Acoustical Society of America | May 2021
  
  Publication Github 项目项目
- Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
  
  Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
  
  Applied Acoustics | September 2020, 第 166 卷
  
  Publication 项目项目
- Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
  
  Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
  
  The Journal of the Acoustical Society of America | November 2019, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目

- Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition
  
  Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andres Hernandez, Pablo Arbelaez, Andrés Link, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Rahul Dodhia, Juan M. Lavista Ferres
  
  NeurIPS 2023 | November 2023
  
  Publication PDF 项目
- Synthetic Examples Improve Generalization for Rare Classes
  
  Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Markus Meister, Neel Joshi, Pietro Perona
  
  2020 Workshop on Applications of Computer Vision | February 2020
  
  DOI Publication
- Efficient Pipeline for Automating Species ID in new Camera Trap Projects
  
  Sara Beery, Dan Morris, Siyu Yang, Marcel Simon, Arash Norouzzadeh, Neel Joshi
  
  Biodiversity Information Science and Standards | June 2019
  
  DOI PDF 项目
- Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images
  
  Zalan Fabian, Zhongqi Miao, Chunyuan Li, Yuanhan Zhang, Ziwei Liu, Andrés Hernández, Andrés Montes-Rojas, Rafael Escucha, Laura Siabatto, Andrés Link, Pablo Arbeláez, Rahul Dodhia, Juan M. Lavista Ferres
  
  November 2023
  
  Preprint
- Detecting Cattle and Elk in the Wild from Space
  
  Caleb Robinson, Anthony Ortiz, Lacey Hughey, Jared A Stabach, Juan M. Lavista Ferres
  
  June 2021
  
  KDD 2021 Fragile Earth Workshop
  
  Preprint 项目项目
- A Biologist’s Guide to the Galaxy: Leveraging Artificial Intelligence and Very High-Resolution Satellite Imagery to Monitor Marine Mammals from Space
  
  Christin B. Khan, Kimberly T. Goetz, Hannah C. Cubaynes, Caleb Robinson, Erin Murnane, Tyler Aldrich, Meredith Sackett, Penny J. Clarke, Michelle A. LaRue, Timothy White, Kathleen Leonard, Anthony Ortiz, Juan M. Lavista Ferres
  
  Journal of Marine Science & Engineering | March 2023
  
  Publication 项目项目
- Social Connectedness and Movements Among Communities of Giraffes Vary by Sex and Age Class
  
  Juan M. Lavista Ferres, Derek E. Lee, Md Nasir, Yu-Chia Chen, Avleen Bijral, Fred B. Bercovitch, Monica L. Bond
  
  Animal Behaviour | October 2021
  
  Publication 项目
- Acoustic Detection of Regionally Rare Bird Species Through Deep Convolutional Neural Networks
  
  Ming Zhong, Ruth Taylor, Naomi Bates, Damian Christey, Hari Basnet, Jennifer Flippin, Shane Palkovitz, Rahul Dodhia, Juan M. Lavista Ferres
  
  Ecological Informatics | September 2021, 第 64 卷
  
  Publication 项目项目
- Comparing Recurrent Convolutional Neural Networks for Large Scale Bird Species Classification
  
  Gaurav Gupta, Meghana Kshirsagar, Ming Zhong, Shahrzad Gholami, Juan M. Lavista Ferres
  
  Scientific Reports | August 2021
  
  Publication PDF 项目项目
- Detecting, Classifying, and Counting Blue Whale Calls with Siamese Neural Networks
  
  Ming Zhong, Maelle Torterotot, Trevor A. Branch, Kathleen M. Stafford, Jean-Yves Royer, Rahul Dodhia, Juan M. Lavista Ferres
  
  The Journal of the Acoustical Society of America | May 2021
  
  Publication Github 项目项目
- A Deep Active Learning System for Species Identification and Counting in Camera Trap Images
  
  Mohammad Sadegh Norouzzadeh, Dan Morris, Sara Beery, Neel Joshi, Nebojsa Jojic, Jeff Clune
  
  Methods in Ecology and Evolution | December 2020, 第 12 卷(1): pp. 150-161
  
  Publication PDF 项目
- AIDE: Accelerating Image-Based Ecological Surveys with Interactive Machine Learning
  
  Benjamin Kellenberger, Devis Tuia, Dan Morris
  
  Methods in Ecology and Evolution | November 2020, 第 11 卷(12): pp. 1716-1727
  
  Publication
- A Pipeline for Identification of Bird and Frog Species in Tropical Soundscape Recordings Using a Convolutional Neural Network
  
  Jack LeBien, Ming Zhong, Marconi Campos-Cerqueira, Julian P. Velev , Rahul Dodhia, Juan M. Lavista Ferres, Mitchell Aidead
  
  Science Direct | September 2020
  
  Publication 项目项目
- Multispecies Bioacoustic Classification Using Transfer Learning of Deep Convolutional Neural Networks with Pseudo-Labeling
  
  Ming Zhong, Jack LeBien, Marconi Campos-Cerqueira, Rahul Dodhia, Juan M. Lavista Ferres, Julian P.Velev, T. Mitchell Aide
  
  Applied Acoustics | September 2020, 第 166 卷
  
  Publication 项目项目
- Beluga Whale Acoustic Signal Classification Using Deep Learning Neural Network Models
  
  Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
  
  The Journal of the Acoustical Society of America | March 2020, 第 147 卷(3)
  
  Publication 项目项目
- Improving Passive Acoustic Monitoring Applications to the Endangered Cook Inlet Beluga Whale
  
  Ming Zhong, Manuel Castellote, Rahul Dodhia, Juan M. Lavista Ferres, Mandy Keogh, Arial Brewer
  
  The Journal of the Acoustical Society of America | November 2019, 第 146 卷(4): pp. 3089-3089
  
  Publication 项目项目
- Sequence Information Channel Concatenation for Improving Camera Trap Image Burst Classification
  
  Bhuvan Malladihalli Shashidhara, Darshan Mehta, Yash Kale, Dan Morris, Megan Hazen
  
  April 2020
  
  Publication
- Towards Ethical Deployment of AI for Conservation Systems
  
  Christine Kaeser-Chen, Tanya Birch, Katherine Chou, Tomer Gadot, Hartwig Adam, Serge Belongie, Tim Robertson, Eric Fegraus, Dan Morris
  
  August 2019
  
  Publication
- Efficient Pipeline for Camera Trap Image Review
  
  Sara Beery, Dan Morris, Siyu Yang
  
  July 2019
  
  Publication 项目