Kristin Branson

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 16

Top Venues

CoRR

ICLR (Poster)

ACIVS

NIPS

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

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
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior. ICML (2023)
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
The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior. CoRR (2022)
Ivan F. Rodriguez, Jeffrey Chan, Manuel Alvarez Rios, Kristin Branson, Jose L. Agosto-Rivera, Tugrul Giray, Rémi Mégret
Automated Video Monitoring of Unmarked and Marked Honey Bees at the Hive Entrance. Frontiers Comput. Sci. 3 (2021)
Daniel Jiwoong Im, Rutuja Patil, Kristin Branson
Are skip connections necessary for biologically plausible learning rules? CoRR (2020)
Britton A. Sauerbrei, Jian-Zhong Guo, Jeremy D. Cohen, Matteo Mischiati, Wendy Guo, Mayank Kabra, Nakul Verma, Brett Mensh, Kristin Branson, Adam W. Hantman
Cortical pattern generation during dexterous movement is input-driven. Nat. 577 (7790) (2020)
Daniel Jiwoong Im, Iljung S. Kwak, Kristin Branson
Evaluation metrics for behaviour modeling. CoRR (2020)
Iljung S. Kwak, Jian-Zhong Guo, Adam W. Hantman, Kristin Branson, David J. Kriegman
Detecting the Starting Frame of Actions in Video. WACV (2020)
Iljung S. Kwak, David J. Kriegman, Kristin Branson
Detecting the Starting Frame of Actions in Video. CoRR (2019)
Daniel Jiwoong Im, Sridhama Prakhya, Jinyao Yan, Srinivas C. Turaga, Kristin Branson
Importance Weighted Adversarial Variational Autoencoders for Spike Inference from Calcium Imaging Data. CoRR (2019)
Daniel Jiwoong Im, He Ma, Graham W. Taylor, Kristin Branson
Quantitatively Evaluating GANs With Divergences Proposed for Training. CoRR (2018)
Daniel Jiwoong Im, Nakul Verma, Kristin Branson
Stochastic Neighbor Embedding under f-divergences. CoRR (2018)
Daniel Jiwoong Im, He Ma, Graham W. Taylor, Kristin Branson
Quantitatively Evaluating GANs With Divergences Proposed for Training. ICLR (Poster) (2018)
Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona
Learning Recurrent Representations for Hierarchical Behavior Modeling. ICLR (Poster) (2017)
Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona
Learning recurrent representations for hierarchical behavior modeling. CoRR (2016)
Daniel Jiwoong Im, Michael Tao, Kristin Branson
An Empirical Analysis of Deep Network Loss Surfaces. CoRR (2016)
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
Scalable Vision System for Mouse Homecage Ethology. ACIVS (2016)
Mayank Kabra, Alice Robie, Kristin Branson
Understanding classifier errors by examining influential neighbors. CVPR (2015)
Nakul Verma, Kristin Branson
Sample complexity of learning Mahalanobis distance metrics. CoRR (2015)
Nakul Verma, Kristin Branson
Sample Complexity of Learning Mahalanobis Distance Metrics. NIPS (2015)
Andrew D. Straw, Kristin Branson, Titus R. Neumann, Michael H. Dickinson
Multi-camera Realtime 3D Tracking of Multiple Flying Animals CoRR (2010)
Sameer Agarwal, Kristin Branson, Serge J. Belongie
Higher order learning with graphs. ICML (2006)
Kristin Branson, Serge J. Belongie
Tracking Multiple Mouse Contours (without Too Many Samples). CVPR (1) (2005)

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Publication Activity (10 Years)

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Kristin Branson