Kristin Branson

23 papers A* 3A 1B 1Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2023	A*	`conf`	MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior. ICML 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
2022	J	`jnl`	The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior. CoRR 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
2021	J	`jnl`	Automated Video Monitoring of Unmarked and Marked Honey Bees at the Hive Entrance. Frontiers Comput. Sci. Ivan F. Rodriguez, Jeffrey Chan, Manuel Alvarez Rios, Kristin Branson, José L. Agosto-Rivera, Tugrul Giray, Rémi Mégret
2020	J	`jnl`	Are skip connections necessary for biologically plausible learning rules? CoRR Daniel Jiwoong Im, Rutuja Patil, Kristin Branson
2020	J	`jnl`	Cortical pattern generation during dexterous movement is input-driven. Nat. Britton A. Sauerbrei, Jian-Zhong Guo, Jeremy D. Cohen, Matteo Mischiati, Wendy Guo, Mayank Kabra, Nakul Verma, Brett Mensh, Kristin Branson, Adam W. Hantman
2020	A	`conf`	Detecting the Starting Frame of Actions in Video. WACV Iljung S. Kwak, Jian-Zhong Guo, Adam W. Hantman, Kristin Branson, David J. Kriegman
2020	J	`jnl`	Evaluation metrics for behaviour modeling. CoRR Daniel Jiwoong Im, Iljung S. Kwak, Kristin Branson
2019	J	`jnl`	Detecting the Starting Frame of Actions in Video. CoRR Iljung S. Kwak, David J. Kriegman, Kristin Branson
2019	J	`jnl`	Importance Weighted Adversarial Variational Autoencoders for Spike Inference from Calcium Imaging Data. CoRR Daniel Jiwoong Im, Sridhama Prakhya, Jinyao Yan, Srinivas C. Turaga, Kristin Branson
2018	—	`conf`	Quantitatively Evaluating GANs With Divergences Proposed for Training. ICLR (Poster) Daniel Jiwoong Im, He Ma, Graham W. Taylor, Kristin Branson
2018	J	`jnl`	Quantitatively Evaluating GANs With Divergences Proposed for Training. CoRR Daniel Jiwoong Im, He Ma, Graham W. Taylor, Kristin Branson
2018	J	`jnl`	Stochastic Neighbor Embedding under f-divergences. CoRR Daniel Jiwoong Im, Nakul Verma, Kristin Branson
2017	—	`conf`	Learning Recurrent Representations for Hierarchical Behavior Modeling. ICLR (Poster) Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona
2016	J	`jnl`	An Empirical Analysis of Deep Network Loss Surfaces. CoRR Daniel Jiwoong Im, Michael Tao, Kristin Branson
2016	J	`jnl`	Learning recurrent representations for hierarchical behavior modeling. CoRR Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona
2016	B	`conf`	Scalable Vision System for Mouse Homecage Ethology. ACIVS 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
2015	—	`conf`	Sample Complexity of Learning Mahalanobis Distance Metrics. NIPS Nakul Verma, Kristin Branson
2015	J	`jnl`	Sample complexity of learning Mahalanobis distance metrics. CoRR Nakul Verma, Kristin Branson
2015	A*	`conf`	Understanding classifier errors by examining influential neighbors. CVPR Mayank Kabra, Alice Robie, Kristin Branson
2010	J	`jnl`	Multi-camera Realtime 3D Tracking of Multiple Flying Animals CoRR Andrew D. Straw, Kristin Branson, Titus R. Neumann, Michael H. Dickinson
2007	—	`—`	Tracking multiple mice through severe occlusions. Kristin Branson
2006	A*	`conf`	Higher order learning with graphs. ICML Sameer Agarwal, Kristin Branson, Serge J. Belongie
2005	—	`conf`	Tracking Multiple Mouse Contours (without Too Many Samples). CVPR (1) Kristin Branson, Serge J. Belongie