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Kristin Branson
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- affiliation: Janelia Research Campus, Ashburn, VA, USA
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2020 – today
- 2023
- [c9]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: 32936-32990 - 2022
- [i11]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 abs/2207.10553 (2022) - 2021
- [j2]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: 769338 (2021) - 2020
- [j1]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): 386-391 (2020) - [c8]Iljung S. Kwak, Jian-Zhong Guo, Adam W. Hantman, Kristin Branson, David J. Kriegman:
Detecting the Starting Frame of Actions in Video. WACV 2020: 478-486 - [i10]Daniel Jiwoong Im, Rutuja Patil, Kristin Branson:
Are skip connections necessary for biologically plausible learning rules? CoRR abs/2001.01647 (2020) - [i9]Daniel Jiwoong Im, Iljung S. Kwak, Kristin Branson:
Evaluation metrics for behaviour modeling. CoRR abs/2007.12298 (2020)
2010 – 2019
- 2019
- [i8]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 abs/1906.03214 (2019) - [i7]Iljung S. Kwak, David J. Kriegman, Kristin Branson:
Detecting the Starting Frame of Actions in Video. CoRR abs/1906.03340 (2019) - 2018
- [c7]Daniel Jiwoong Im, He Ma, Graham W. Taylor, Kristin Branson:
Quantitatively Evaluating GANs With Divergences Proposed for Training. ICLR (Poster) 2018 - [i6]Daniel Jiwoong Im, He Ma, Graham W. Taylor, Kristin Branson:
Quantitatively Evaluating GANs With Divergences Proposed for Training. CoRR abs/1803.01045 (2018) - [i5]Daniel Jiwoong Im, Nakul Verma, Kristin Branson:
Stochastic Neighbor Embedding under f-divergences. CoRR abs/1811.01247 (2018) - 2017
- [c6]Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona:
Learning Recurrent Representations for Hierarchical Behavior Modeling. ICLR (Poster) 2017 - 2016
- [c5]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: 626-637 - [i4]Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona:
Learning recurrent representations for hierarchical behavior modeling. CoRR abs/1611.00094 (2016) - [i3]Daniel Jiwoong Im, Michael Tao, Kristin Branson:
An Empirical Analysis of Deep Network Loss Surfaces. CoRR abs/1612.04010 (2016) - 2015
- [c4]Mayank Kabra, Alice Robie, Kristin Branson:
Understanding classifier errors by examining influential neighbors. CVPR 2015: 3917-3925 - [c3]Nakul Verma, Kristin Branson:
Sample Complexity of Learning Mahalanobis Distance Metrics. NIPS 2015: 2584-2592 - [i2]Nakul Verma, Kristin Branson:
Sample complexity of learning Mahalanobis distance metrics. CoRR abs/1505.02729 (2015) - 2010
- [i1]Andrew D. Straw, Kristin Branson, Titus R. Neumann, Michael H. Dickinson:
Multi-camera Realtime 3D Tracking of Multiple Flying Animals. CoRR abs/1001.4297 (2010)
2000 – 2009
- 2007
- [b1]Kristin Branson:
Tracking multiple mice through severe occlusions. University of California, San Diego, USA, 2007 - 2006
- [c2]Sameer Agarwal, Kristin Branson, Serge J. Belongie:
Higher order learning with graphs. ICML 2006: 17-24 - 2005
- [c1]Kristin Branson, Serge J. Belongie:
Tracking Multiple Mouse Contours (without Too Many Samples). CVPR (1) 2005: 1039-1046
Coauthor Index
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