Task Programming: Learning Data Efficient Behavior Representations

27 November 2020

Papers citing "Task Programming: Learning Data Efficient Behavior Representations"

25 / 25 papers shown

Title
Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision Daniel Khalil Christina Liu Pietro Perona Jennifer J. Sun Markus Marks 22 1 0 14 Sep 2024
A study of animal action segmentation algorithms across supervised, unsupervised, and semi-supervised learning paradigms Ari Blau Evan S Schaffer Neeli Mishra Nathaniel J. Miska The International Brain Laboratory Liam Paninski Matthew R Whiteway 29 0 0 23 Jul 2024
Few-Shot Recognition via Stage-Wise Retrieval-Augmented Finetuning Tian Liu Huixin Zhang Shubham Parashar Shu Kong 24 2 0 17 Jun 2024
Building Socially-Equitable Public Models Yejia Liu Jianyi Yang Pengfei Li Tongxin Li Shaolei Ren OffRL 42 0 0 04 Jun 2024
VideoPrism: A Foundational Visual Encoder for Video Understanding Long Zhao N. B. Gundavarapu Liangzhe Yuan Hao Zhou Shen Yan ... Huisheng Wang Hartwig Adam Mikhail Sirotenko Ting Liu Boqing Gong VGen 29 29 0 20 Feb 2024
Neurosymbolic Grounding for Compositional World Models Atharva Sehgal Arya Grayeli Jennifer J. Sun Swarat Chaudhuri 37 5 0 19 Oct 2023
VideoPro: A Visual Analytics Approach for Interactive Video Programming Jianben He Xingbo Wang Kamkwai Wong Xijie Huang Changjian Chen Zixin Chen Fengjie Wang Min Zhu Huamin Qu 28 10 0 01 Aug 2023
AmadeusGPT: a natural language interface for interactive animal behavioral analysis Shaokai Ye Jessy Lauer Mu Zhou Alexander Mathis Mackenzie W. Mathis MLLM LLMAG 27 17 0 10 Jul 2023
Relax, it doesn't matter how you get there: A new self-supervised approach for multi-timescale behavior analysis Mehdi Azabou Michael J. Mendelson Nauman Ahad Maks Sorokin S. Thakoor Carolina Urzay Eva L. Dyer 20 4 0 15 Mar 2023
NeuroQL: A Neuro-Symbolic Language and Dataset for Inter-Subjective Reasoning Nick Papoulias LRM NAI 28 1 0 13 Mar 2023
Learning signatures of decision making from many individuals playing the same game Michael J. Mendelson Mehdi Azabou Suma Jacob Nicola Grissom David Darrow Becket Ebitz Alexander B. Herman Eva L. Dyer 13 0 0 21 Feb 2023
A Survey on Self-supervised Learning: Algorithms, Applications, and Future Trends Jie Gui Tuo Chen Jing Zhang Qiong Cao Zhe Sun Haoran Luo Dacheng Tao 29 122 0 13 Jan 2023
Neurosymbolic Programming for Science Jennifer J. Sun Megan Tjandrasuwita Atharva Sehgal Armando Solar-Lezama Swarat Chaudhuri Yisong Yue Omar Costilla-Reyes NAI 35 12 0 10 Oct 2022
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior Jennifer J. Sun Markus Marks Andrew Ulmer Dipam Chakraborty Brian Geuther ... Joseph Parker Pietro Perona Yisong Yue K. Branson Ann Kennedy 14 9 0 21 Jul 2022
Utilizing Expert Features for Contrastive Learning of Time-Series Representations Manuel Nonnenmacher Lukas Oldenburg Ingo Steinwart David Reeb AI4TS 21 21 0 23 Jun 2022
Learning Behavior Representations Through Multi-Timescale Bootstrapping Mehdi Azabou Michael J. Mendelson Maks Sorokin S. Thakoor Nauman Ahad Carolina Urzay Eva L. Dyer AI4CE 29 6 0 14 Jun 2022
Open-Source Tools for Behavioral Video Analysis: Setup, Methods, and Development Kevin Luxem Jennifer J. Sun S. P. Bradley K. Krishnan Eric A. Yttri Jan Zimmermann Talmo D. Pereira M. Laubach 29 35 0 06 Apr 2022
Self-Supervised Keypoint Discovery in Behavioral Videos Jennifer J. Sun Serim Ryou R. Goldshmid Brandon Weissbourd J. Dabiri David J. Anderson Ann Kennedy Yisong Yue Pietro Perona SSL 13 33 0 09 Dec 2021
Overcoming the Domain Gap in Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua 22 3 0 02 Dec 2021
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis Albert Tseng Jennifer J. Sun Yisong Yue 29 9 0 30 Nov 2021
Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations Semih Günel Florian Aymanns S. Honari Pavan Ramdya Pascal Fua SSL 32 0 0 29 Nov 2021
Unsupervised Learning of Neurosymbolic Encoders Eric Zhan Jennifer J. Sun Ann Kennedy Yisong Yue Swarat Chaudhuri 14 13 0 28 Jul 2021
The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions Jennifer J. Sun Tomomi Karigo Dipam Chakraborty Sharada Mohanty Benjamin Wild ... Chen Chen D. Anderson Pietro Perona Yisong Yue Ann Kennedy 22 47 0 06 Apr 2021
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition? Abhinav Shukla Stavros Petridis M. Pantic SSL 27 28 0 04 May 2020
Multi-task self-supervised learning for Robust Speech Recognition Mirco Ravanelli Jianyuan Zhong Santiago Pascual P. Swietojanski João Monteiro J. Trmal Yoshua Bengio SSL 178 288 0 25 Jan 2020