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Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers

10 June 2022

Papers citing "Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers"

21 / 21 papers shown

Title
BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation Zhengrui Guo F. Zhou Wei Wu Qichen Sun Lishuang Feng Jinzhuo Wang Hao Chen 78 2 0 02 Oct 2024
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 467 7,819 0 11 Nov 2021
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity Felix Pei Joel Ye D. Zoltowski Anqi Wu Raeed H. Chowdhury ... L. Miller Jonathan W. Pillow Il Memming Park Eva L. Dyer C. Pandarinath 273 90 0 09 Sep 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng Zhang Stephen Lin Han Hu ViT 109 1,489 0 24 Jun 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 286 2,841 0 15 Jun 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 225 2,167 0 29 Mar 2021
Mine Your Own vieW: Self-Supervised Learning Through Across-Sample Prediction Mehdi Azabou M. G. Azar Ran Liu Chi-Heng Lin Erik C. Johnson ... Lindsey Kitchell Keith B. Hengen William R. Gray Roncal Michal Valko Eva L. Dyer AI4TS 69 57 0 19 Feb 2021
NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting Kai Chen Guang Chen Dan Xu Lijun Zhang Yuyao Huang Alois C. Knoll AI4TS 46 22 0 10 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 389 2,061 0 09 Feb 2021
PCT: Point cloud transformer Meng-Hao Guo Junxiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph Robert Martin Shimin Hu ViT 3DPC 153 1,624 0 17 Dec 2020
Spatial Temporal Transformer Network for Skeleton-based Action Recognition Chiara Plizzari Marco Cannici Matteo Matteucci ViT 53 200 0 11 Dec 2020
Transformers for Modeling Physical Systems N. Geneva N. Zabaras AI4CE 65 145 0 04 Oct 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 389 6,837 0 13 Jun 2020
Spatial-Temporal Transformer Networks for Traffic Flow Forecasting Mingxing Xu Wenrui Dai Chunmiao Liu Xing Gao Weiyao Lin Guo-Jun Qi H. Xiong AI4TS 60 372 0 09 Jan 2020
Hamiltonian Neural Networks S. Greydanus Misko Dzamba J. Yosinski PINN AI4CE 118 899 0 04 Jun 2019
Exploring Interpretable LSTM Neural Networks over Multi-Variable Data Tian Guo Tao R. Lin Nino Antulov-Fantulin AI4TS 65 156 0 28 May 2019
Video Action Transformer Network Rohit Girdhar João Carreira Carl Doersch Andrew Zisserman ViT 134 709 0 06 Dec 2018
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces A. Farshchian J. A. Gallego Joseph Paul Cohen Yoshua Bengio L. Miller S. Solla OOD 63 75 0 28 Sep 2018
Learning to Decompose and Disentangle Representations for Video Prediction Jun-Ting Hsieh Bingbin Liu De-An Huang Li Fei-Fei Juan Carlos Niebles DRL 180 306 0 11 Jun 2018
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 543 1,412 0 01 Dec 2016
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 218 4,288 0 04 Jun 2013