Garrison W. Cottrell

ORCID

Publication Activity (10 Years)

Years Active: 1982-2024
Publications (10 Years): 68

Top Venues

Publications

Md. Mehrab Tanjim, Krishna Kumar Singh, Kushal Kafle, Ritwik Sinha, Garrison W. Cottrell
Discovering and Mitigating Biases in CLIP-based Image Editing. WACV (2024)
Qianli Ma, Jiawei Zheng, Sen Li, Zhenjing Zheng, Sen Li, Garrison W. Cottrell
Learning consensus representations in multi-latent spaces for multi-view clustering. Neurocomputing 596 (2024)
Jaspreet Kaur Bhamra, Shreyas Anantha Ramaprasad, Siddhant Baldota, Shane Luna, Eugene Zen, Ravi Ramachandra, Harrison Kim, Chris Schmidt, Chris Arends, Jessica Block, Ismael Pérez, Daniel Crawl, Ilkay Altintas, Garrison W. Cottrell, Mai H. Nguyen
Multimodal Wildland Fire Smoke Detection. Remote. Sens. 15 (11) (2023)
Hyun Woo Kim, Chen Zhang, Raphael Reher, Mingxun Wang, Kelsey L. Alexander, Louis-Félix Nothias, Yoo Kyong Han, Hyeji Shin, Ki Yong Lee, Kyu Hyeong Lee, Myeong Ji Kim, Pieter C. Dorrestein, William H. Gerwick, Garrison W. Cottrell
DeepSAT: Learning Molecular Structures from Nuclear Magnetic Resonance Data. J. Cheminformatics 15 (1) (2023)
Martha Gahl, Shubham Kulkarni, Nikhil Pathak, Alex Russell, Garrison W. Cottrell
Visual Expertise Explains Image Inversion Effects. UniReps (2023)
Anshuman Dewangan, Yash Pande, Hans-Werner Braun, Frank Vernon, Ismael Pérez, Ilkay Altintas, Garrison W. Cottrell, Mai H. Nguyen
FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection. Remote. Sens. 14 (4) (2022)
Siddhant Baldota, Shreyas Anantha Ramaprasad, Jaspreet Kaur Bhamra, Shane Luna, Ravi Ramachandra, Eugene Zen, Harrison Kim, Daniel Crawl, Ismael Pérez, Ilkay Altintas, Garrison W. Cottrell, Mai H. Nguyen
Multimodal Wildland Fire Smoke Detection. CoRR (2022)
Md. Mehrab Tanjim, Ritwik Sinha, Krishna Kumar Singh, Sridhar Mahadevan, David Arbour, Moumita Sinha, Garrison W. Cottrell
Generating and Controlling Diversity in Image Search. WACV (2022)
Md. Mehrab Tanjim, Krishna Kumar Singh, Kushal Kafle, Ritwik Sinha, Garrison W. Cottrell
Debiasing Image-to-Image Translation Models. BMVC (2022)
Yung-Chieh Chan, Jerry Zhang, Katie Frizzi, Nigel Calcutt, Garrison W. Cottrell
Automated Skin Biopsy Analysis with Limited Data. MILLanD@MICCAI (2022)
Qianli Ma, Sen Li, Garrison W. Cottrell
Adversarial Joint-Learning Recurrent Neural Network for Incomplete Time Series Classification. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Zhengjie Xu, Zixiang Zhou, Garrison W. Cottrell, Mai H. Nguyen
Generalization in Cardiac Image Segmentation. IEEE BigData (2021)
Qianli Ma, Zhenjing Zheng, Jiawei Zheng, Sen Li, Wanqing Zhuang, Garrison W. Cottrell
Joint-Label Learning by Dual Augmentation for Time Series Classification. AAAI (2021)
Qianli Ma, Chuxin Chen, Sen Li, Garrison W. Cottrell
Learning Representations for Incomplete Time Series Clustering. AAAI (2021)
Yao Qin, Nicholas Frosst, Colin Raffel, Garrison W. Cottrell, Geoffrey E. Hinton
Deflecting Adversarial Attacks. CoRR (2020)
Huanru Henry Mao, Shuyang Li, Julian J. McAuley, Garrison W. Cottrell
Speech Recognition and Multi-Speaker Diarization of Long Conversations. CoRR (2020)
Md. Mehrab Tanjim, Hammad A. Ayyubi, Garrison W. Cottrell
DynamicRec: A Dynamic Convolutional Network for Next Item Recommendation. CIKM (2020)
Thomas Bachlechner, Bodhisattwa Prasad Majumder, Huanru Henry Mao, Garrison W. Cottrell, Julian J. McAuley
ReZero is All You Need: Fast Convergence at Large Depth. CoRR (2020)
Amanda Song, Weifeng Hu, Devendra Pratap Yadav, Fangfang Wen, Bin Zuo, Ed Vul, Garrison W. Cottrell
Do you see what I see? A Cross-cultural Comparison of Social Impressions of Faces. CogSci (2020)
Qianli Ma, Sen Li, Lifeng Shen, Jiabing Wang, Jia Wei, Zhiwen Yu, Garrison W. Cottrell
End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables. IEEE Trans. Cybern. 50 (12) (2020)
Qianli Ma, Lifeng Shen, Garrison W. Cottrell
DeePr-ESN: A deep projection-encoding echo-state network. Inf. Sci. 511 (2020)
Huanru Henry Mao, Shuyang Li, Julian J. McAuley, Garrison W. Cottrell
Speech Recognition and Multi-Speaker Diarization of Long Conversations. INTERSPEECH (2020)
Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison W. Cottrell, Geoffrey E. Hinton
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions. ICLR (2020)
Hammad A. Ayyubi, Md. Mehrab Tanjim, Julian J. McAuley, Garrison W. Cottrell
Generating Rationales in Visual Question Answering. CoRR (2020)
Martha Gahl, Meilu Yuan, Arun Sugumar, Garrison W. Cottrell
The face inversion effect and the anatomical mapping from the visual field to the primary visual cortex. CogSci (2020)
Qianli Ma, Zhenxi Lin, Enhuan Chen, Garrison W. Cottrell
Temporal Pyramid Recurrent Neural Network. AAAI (2020)
Amanda Song, Devendra Pratap Yadav, Weifeng Hu, Garrison W. Cottrell, Ed Vul
To Dye or Not to Dye : The Effect of Hair Color on First Impressions. CogSci (2020)
Qianli Ma, Wanqing Zhuang, Sen Li, Desen Huang, Garrison W. Cottrell
Adversarial Dynamic Shapelet Networks. AAAI (2020)
Huanru Henry Mao, Bodhisattwa Prasad Majumder, Julian J. McAuley, Garrison W. Cottrell
Improving Neural Story Generation by Targeted Common Sense Grounding. EMNLP/IJCNLP (1) (2019)
Yao Qin, Nicholas Carlini, Ian J. Goodfellow, Garrison W. Cottrell, Colin Raffel
Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition. CoRR (2019)
Chris Donahue, Huanru Henry Mao, Yiting Ethan Li, Garrison W. Cottrell, Julian J. McAuley
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training. CoRR (2019)
Huanru Henry Mao, Bodhisattwa Prasad Majumder, Julian J. McAuley, Garrison W. Cottrell
Improving Neural Story Generation by Targeted Common Sense Grounding. CoRR (2019)
Qianli Ma, Wanqing Zhuang, Lifeng Shen, Garrison W. Cottrell
Time series classification with Echo Memory Networks. Neural Networks 117 (2019)
Qianli Ma, Wanqing Zhuang, Garrison W. Cottrell
Triple-Shapelet Networks for Time Series Classification. ICDM (2019)
Jonathan D. Nelson, Vincenzo Crupi, Flavia Filimon, Garrison W. Cottrell
On falsification and Optimal Experimental Design approaches to the value of information. CogSci (2019)
Yao Qin, Nicholas Carlini, Garrison W. Cottrell, Ian J. Goodfellow, Colin Raffel
Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition. ICML (2019)
Chad Atalla, Amanda Song, Garrison W. Cottrell
Modifying social dimensions of human faces with ModifAE. CogSci (2019)
Chris Donahue, Huanru Henry Mao, Yiting Ethan Li, Garrison W. Cottrell, Julian J. McAuley
LakhNES: Improving Multi-instrumental Music Generation with Cross-domain Pre-training. ISMIR (2019)
Yao Qin, Nicholas Frosst, Sara Sabour, Colin Raffel, Garrison W. Cottrell, Geoffrey E. Hinton
Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions. CoRR (2019)
Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zehua Huang, Xiaodi Hou, Garrison W. Cottrell
Understanding Convolution for Semantic Segmentation. WACV (2018)
Yao Qin, Konstantinos Kamnitsas, Siddharth Ancha, Jay Nanavati, Garrison W. Cottrell, Antonio Criminisi, Aditya V. Nori
Autofocus Layer for Semantic Segmentation. MICCAI (3) (2018)
Yao Qin, Mengyang Feng, Huchuan Lu, Garrison W. Cottrell
Hierarchical Cellular Automata for Visual Saliency. Int. J. Comput. Vis. 126 (7) (2018)
Huanru Henry Mao, Taylor Shin, Garrison W. Cottrell
DeepJ: Style-Specific Music Generation. ICSC (2018)
Huanru Henry Mao, Taylor Shin, Garrison W. Cottrell
DeepJ: Style-Specific Music Generation. CoRR (2018)
Yao Qin, Konstantinos Kamnitsas, Siddharth Ancha, Jay Nanavati, Garrison W. Cottrell, Antonio Criminisi, Aditya V. Nori
Autofocus Layer for Semantic Segmentation. CoRR (2018)
Yao Qin, Mengyang Feng, Huchuan Lu, Garrison W. Cottrell
Hierarchical Cellular Automata for Visual Saliency. CoRR (2017)
Mohsen Malmir, Karan Sikka, Deborah Forster, Ian R. Fasel, Javier R. Movellan, Garrison W. Cottrell
Deep active object recognition by joint label and action prediction. Comput. Vis. Image Underst. 156 (2017)
Yufei Wang, Zhe Lin, Xiaohui Shen, Scott Cohen, Garrison W. Cottrell
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition. CVPR (2017)
Amanda Song, Linjie Li, Chad Atalla, Garrison W. Cottrell
Learning to see people like people. CoRR (2017)
Qianli Ma, Lifeng Shen, Garrison W. Cottrell
Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework. CoRR (2017)
Mohsen Malmir, Garrison W. Cottrell
Belief Tree Search for Active Object Recognition. CoRR (2017)
Qianli Ma, Lifeng Shen, Enhuan Chen, Shuai Tian, Jiabing Wang, Garrison W. Cottrell
WALKING WALKing walking: Action Recognition from Action Echoes. IJCAI (2017)
Yufei Wang, Zhe Lin, Xiaohui Shen, Radomír Mech, Gavin S. P. Miller, Garrison W. Cottrell
Recognizing and Curating Photo Albums via Event-Specific Image Importance. CoRR (2017)
Yao Qin, Dongjin Song, Haifeng Chen, Wei Cheng, Guofei Jiang, Garrison W. Cottrell
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction. IJCAI (2017)
Yufei Wang, Zhe Lin, Xiaohui Shen, Scott Cohen, Garrison W. Cottrell
Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition. CoRR (2017)
Yao Qin, Dongjin Song, Haifeng Chen, Wei Cheng, Guofei Jiang, Garrison W. Cottrell
A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction. CoRR (2017)
Mohsen Malmir, Garrison W. Cottrell
Belief tree search for active object recognition. IROS (2017)
Vishaal Prasad, Benjamin Cipollini, Garrison W. Cottrell
Categorical vs Coordinate Relationships do not reduce to spatial frequency differences. CogSci (2017)
Panqu Wang, Pengfei Chen, Ye Yuan, Ding Liu, Zehua Huang, Xiaodi Hou, Garrison W. Cottrell
Understanding Convolution for Semantic Segmentation. CoRR (2017)
Yufei Wang, Zhe Lin, Xiaohui Shen, Radomír Mech, Gavin S. P. Miller, Garrison W. Cottrell
Recognizing and Curating Photo Albums via Event-Specific Image Importance. BMVC (2017)
Panqu Wang, Garrison W. Cottrell
Modeling the Contribution of Central Versus Peripheral Vision in Scene, Object, and Face Recognition. CogSci (2016)
Panqu Wang, Isabel Gauthier, Garrison W. Cottrell
Are Face and Object Recognition Independent? A Neurocomputational Modeling Exploration. J. Cogn. Neurosci. 28 (4) (2016)
Yufei Wang, Zhe Lin, Xiaohui Shen, Radomír Mech, Gavin S. P. Miller, Garrison W. Cottrell
Event-Specific Image Importance. CVPR (2016)
Panqu Wang, Isabel Gauthier, Garrison W. Cottrell
Are Face and Object Recognition Independent? A Neurocomputational Modeling Exploration. CoRR (2016)
Honghao Shan, Matthew H. Tong, Garrison W. Cottrell
A Single Model Explains both Visual and Auditory Precortical Coding. CoRR (2016)
Sandy Wiraatmadja, Garrison W. Cottrell
Modeling the Visual Word Form Area Using a Deep Convolutional Neural Network. CogSci (2016)
Panqu Wang, Garrison W. Cottrell
Modeling the Contribution of Central Versus Peripheral Vision in Scene, Object, and Face Recognition. CoRR (2016)
Sanjeev Jagannatha Rao, Yufei Wang, Garrison W. Cottrell
A Deep Siamese Neural Network Learns the Human-Perceived Similarity Structure of Facial Expressions Without Explicit Categories. CogSci (2016)
Panqu Wang, Garrison W. Cottrell
Basic Level Categorization Facilitates Visual Object Recognition. CoRR (2015)
Tomoki Tsuchida, Garrison W. Cottrell
Example Selection For Dictionary Learning. ICLR (Workshop) (2015)
Mohsen Malmir, Karan Sikka, Deborah Forster, Ian R. Fasel, Javier R. Movellan, Garrison W. Cottrell
Deep Active Object Recognition by Joint Label and Action Prediction. CoRR (2015)
Yufei Wang, Garrison W. Cottrell
Bikers Are Like Tobacco Shops, Formal Dressers Are Like Suits: Recognizing Urban Tribes with Caffe. WACV (2015)
Panqu Wang, Garrison W. Cottrell, Christopher Kanan
Modeling the Object Recognition Pathway: A Deep Hierarchical Model Using Gnostic Fields. CogSci (2015)
Benjamin Cipollini, Garrison W. Cottrell
A Developmental Model of Hemispheric Asymmetry of Spatial Frequencies. CogSci (2014)
Christopher Kanan, Nicholas A. Ray, Dina N. F. Bseiso, Janet Hui-wen Hsiao, Garrison W. Cottrell
Predicting an observer's task using multi-fixation pattern analysis. ETRA (2014)
Honghao Shan, Garrison W. Cottrell
Efficient Visual Coding: From Retina To V2. ICLR (Workshop Poster) (2014)
Panqu Wang, Isabel Gauthier, Garrison W. Cottrell
Experience Matters: Modeling the Relationship Between Face and Object Recognition. CogSci (2014)
Rosemary A. Cowell, Garrison W. Cottrell
What Evidence Supports Special Processing for Faces? A Cautionary Tale for fMRI Interpretation. J. Cogn. Neurosci. 25 (11) (2013)
Benjamin Cipollini, Garrison W. Cottrell
Uniquely human developmental timing may drive cerebral lateralization and interhemispheric coupling. CogSci (2013)
Panqu Wang, Garrison W. Cottrell
A Computational Model of the Development of Hemispheric Asymmetry of Face Processing. CogSci (2013)
Janet Hui-wen Hsiao, Benjamin Cipollini, Garrison W. Cottrell
Hemispheric Asymmetry in Perception: A Differential Encoding Account. J. Cogn. Neurosci. 25 (7) (2013)
Akinyinka Omigbodun, Garrison W. Cottrell
Is Facial Expression Processing Holistic? CogSci (2013)
Tomoki Tsuchida, Garrison W. Cottrell
Auditory Saliency Using Natural Statistics. CogSci (2012)
Benjamin Cipollini, Janet H. Hsiao, Garrison W. Cottrell
Connectivity Asymmetry Can Explain Visual Hemispheric Asymmetries in Local/Global, Face, and Spatial Frequency Processing. CogSci (2012)
Rentao Li, Garrison W. Cottrell
A New Angle on the EMPATH Model: Spatial Frequency Orientation in Recognition of Facial Expressions. CogSci (2012)
Ruixin Yang, Garrison W. Cottrell
The Influence of Risk Aversion on Visual Decision Making. CogSci (2012)
Christopher Kanan, Garrison W. Cottrell
Robust classification of objects, faces, and flowers using natural image statistics. CVPR (2010)
Christopher Kanan, Arturo Flores, Garrison W. Cottrell
Color Constancy Algorithms for Object and Face Recognition. ISVC (1) (2010)
Tim K. Marks, Andrew Howard, Max Bajracharya, Garrison W. Cottrell, Larry H. Matthies
Gamma-SLAM: Visual SLAM in unstructured environments using variance grid maps. J. Field Robotics 26 (1) (2009)
Janet Hui-wen Hsiao, Danke X. Shieh, Garrison W. Cottrell
Convergence of the Visual Field Split: Hemispheric Modeling of Face and Object Recognition. J. Cogn. Neurosci. 20 (12) (2008)
Tim K. Marks, Andrew Howard, Max Bajracharya, Garrison W. Cottrell, Larry H. Matthies
Gamma-SLAM: Using stereo vision and variance grid maps for SLAM in unstructured environments. ICRA (2008)
Honghao Shan, Garrison W. Cottrell
Looking around the backyard helps to recognize faces and digits. CVPR (2008)
Nicholas J. Butko, Lingyun Zhang, Garrison W. Cottrell, Javier R. Movellan
Visual saliency model for robot cameras. ICRA (2008)
Matthew H. Tong, Adam D. Bickett, Eric M. Christiansen, Garrison W. Cottrell
Learning grammatical structure with Echo State Networks. Neural Networks 20 (3) (2007)
Jonathan D. Nelson, Garrison W. Cottrell
A probabilistic model of eye movements in concept formation. Neurocomputing 70 (13-15) (2007)
Honghao Shan, Lingyun Zhang, Garrison W. Cottrell
Recursive ICA. NIPS (2006)
Hiroshi Inazawa, Garrison W. Cottrell
Phase space learning in an autonomous dynamical neural network. Neurocomputing 69 (16-18) (2006)
Bruno Rossion, Carrie A. Joyce, Garrison W. Cottrell, Michael J. Tarr
Early lateralization and orientation tuning for face, word, and object processing in the visual cortex. NeuroImage 20 (3) (2003)
Eric Wiewiora, Garrison W. Cottrell, Charles Elkan
Principled Methods for Advising Reinforcement Learning Agents. ICML (2003)
Adam L. Taylor, Garrison W. Cottrell, William B. Kristan Jr.
Analysis of Oscillations in a Reciprocally Inhibitory Network with Synaptic Depression. Neural Comput. 14 (3) (2002)

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Publication Activity (10 Years)

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Garrison W. Cottrell