Kristin Branson

According to our database, Kristin Branson authored at least 20 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior.

Jennifer J. Sun, Markus Marks, Andrew Wesley Ulmer, Dipam Chakraborty, Brian Geuther, Edward Hayes, Heng Jia, Vivek Kumar, Sebastian Oleszko, Zachary Partridge, Milan Peelman, Alice Robie, Catherine E. Schretter, Keith Sheppard, Chao Sun, Param Uttarwar, Julian Morgan Wagner, Erik Werner, Joseph Parker, Pietro Perona, Yisong Yue, Kristin Branson, Ann Kennedy

Proceedings of the International Conference on Machine Learning, 2023

2022

The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior.

Jennifer J. Sun, Andrew Ulmer, Dipam Chakraborty, Brian Geuther, Edward Hayes, Heng Jia, Vivek Kumar, Zachary Partridge, Alice Robie, Catherine E. Schretter, Chao Sun, Keith Sheppard, Param Uttarwar, Pietro Perona, Yisong Yue, Kristin Branson, Ann Kennedy

CoRR, 2022

2021

Automated Video Monitoring of Unmarked and Marked Honey Bees at the Hive Entrance.

Ivan F. Rodriguez, Jeffrey Chan, Manuel Alvarez Rios, Kristin Branson, Jose L. Agosto-Rivera, Tugrul Giray, Rémi Mégret

Frontiers Comput. Sci., 2021

2020

Cortical pattern generation during dexterous movement is input-driven.

Britton A. Sauerbrei, Jian-Zhong Guo, Jeremy D. Cohen, Matteo Mischiati, Wendy Guo, Mayank Kabra, Nakul Verma, Brett Mensh, Kristin Branson, Adam W. Hantman

Nat., 2020

Evaluation metrics for behaviour modeling.

Daniel Jiwoong Im, Iljung S. Kwak, Kristin Branson

CoRR, 2020

Are skip connections necessary for biologically plausible learning rules?

Daniel Jiwoong Im, Rutuja Patil, Kristin Branson

CoRR, 2020

Detecting the Starting Frame of Actions in Video.

Iljung S. Kwak, Jian-Zhong Guo, Adam W. Hantman, Kristin Branson, David J. Kriegman

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2019

Detecting the Starting Frame of Actions in Video.

Iljung S. Kwak, David J. Kriegman, Kristin Branson

CoRR, 2019

Importance Weighted Adversarial Variational Autoencoders for Spike Inference from Calcium Imaging Data.

Daniel Jiwoong Im, Sridhama Prakhya, Jinyao Yan, Srinivas C. Turaga, Kristin Branson

CoRR, 2019

2018

Stochastic Neighbor Embedding under f-divergences.

Daniel Jiwoong Im, Nakul Verma, Kristin Branson

CoRR, 2018

Quantitatively Evaluating GANs With Divergences Proposed for Training.

Daniel Jiwoong Im, He Ma, Graham W. Taylor, Kristin Branson

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Learning Recurrent Representations for Hierarchical Behavior Modeling.

Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

An Empirical Analysis of Deep Network Loss Surfaces.

Daniel Jiwoong Im, Michael Tao, Kristin Branson

CoRR, 2016

Scalable Vision System for Mouse Homecage Ethology.

Ghadi Salem, Jonathan Krynitsky, Brett Kirkland, Eugene Lin, Aaron Chan, Simeon Anfinrud, Sarah Anderson, Marcial Garmendia-Cedillos, Rhamy Belayachi, Juan Alonso-Cruz, Joshua Yu, Anthony Iano-Fletcher, George Dold, Tom Talbot, Alexxai V. Kravitz, James B. Mitchell, Guanhang Wu, John U. Dennis, Monson Hayes, Kristin Branson, Thomas Pohida

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

2015

Sample Complexity of Learning Mahalanobis Distance Metrics.

Nakul Verma, Kristin Branson

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Understanding classifier errors by examining influential neighbors.

Mayank Kabra, Alice Robie, Kristin Branson

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2010

Multi-camera Realtime 3D Tracking of Multiple Flying Animals

Andrew D. Straw, Kristin Branson, Titus R. Neumann, Michael H. Dickinson

CoRR, 2010

2007

Tracking multiple mice through severe occlusions.

Kristin Branson

PhD thesis, 2007

2006

Higher order learning with graphs.

Sameer Agarwal, Kristin Branson, Serge J. Belongie

Proceedings of the Machine Learning, 2006

2005

Tracking Multiple Mouse Contours (without Too Many Samples).

Kristin Branson, Serge J. Belongie

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005