Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

The MABe22 Benchmarks for Representation Learning of Multi-Agent Behavior


Jul 21, 2022
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

Add code

* Project website: https://sites.google.com/view/computational-behavior/our-datasets/mabe2022-dataset 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Evaluation metrics for behaviour modeling


Jul 23, 2020
Daniel Jiwoong Im, Iljung Kwak, Kristin Branson

Add code

* 17 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Are skip connections necessary for biologically plausible learning rules?


Dec 04, 2019
Daniel Jiwoong Im, Rutuja Patil, Kristin Branson

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Detecting the Starting Frame of Actions in Video


Jun 07, 2019
Iljung S. Kwak, David Kriegman, Kristin Branson

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

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


Jun 07, 2019
Daniel Jiwoong Im, Sridhama Prakhya, Jinyao Yan, Srinivas Turaga, Kristin Branson

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Stochastic Neighbor Embedding under f-divergences


Nov 03, 2018
Daniel Jiwoong Im, Nakul Verma, Kristin Branson

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Quantitatively Evaluating GANs With Divergences Proposed for Training


Apr 28, 2018
Daniel Jiwoong Im, He Ma, Graham Taylor, Kristin Branson

Add code

* ICLR 2018 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

An empirical analysis of the optimization of deep network loss surfaces


Dec 07, 2017
Daniel Jiwoong Im, Michael Tao, Kristin Branson

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Network-size independent covering number bounds for deep networks


Nov 08, 2017
Mayank Kabra, Kristin Branson

Add code

* We found a possible error in our analysis. We are re-evaluating, and may resubmit 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning recurrent representations for hierarchical behavior modeling


Nov 15, 2016
Eyrun Eyjolfsdottir, Kristin Branson, Yisong Yue, Pietro Perona

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>