Hopper: Multi-hop Transformer for Spatiotemporal Reasoning

Hopper: Multi-hop Transformer for Spatiotemporal Reasoning

19 March 2021

Honglu Zhou

Alexandru Niculescu-Mizil

Martin Renqiang Min

Mubbasir Kapadia

Papers citing "Hopper: Multi-hop Transformer for Spatiotemporal Reasoning"

12 / 12 papers shown

Title
Does Visual Pretraining Help End-to-End Reasoning? Chen Sun Calvin Luo Xingyi Zhou Anurag Arnab Cordelia Schmid OCL LRM ViT 28 3 0 17 Jul 2023
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos Gautam Singh Yi-Fu Wu Sungjin Ahn OCL 33 114 0 27 May 2022
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision Manuel Traub S. Otte Tobias Menge Matthias Karlbauer Jannik Thummel Martin Volker Butz 21 20 0 26 May 2022
TFCNet: Temporal Fully Connected Networks for Static Unbiased Temporal Reasoning Shiwen Zhang AI4TS 11 9 0 11 Mar 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 20 102 0 16 Jan 2022
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language Mingyu Ding Zhenfang Chen Tao Du Ping Luo J. Tenenbaum Chuang Gan VGen PINN OCL 22 74 0 28 Oct 2021
Generative Video Transformer: Can Objects be the Words? Yi-Fu Wu Jaesik Yoon Sungjin Ahn ViT 19 34 0 20 Jul 2021
Grounding Spatio-Temporal Language with Transformers Tristan Karch Laetitia Teodorescu Katja Hofmann Clément Moulin-Frier Pierre-Yves Oudeyer LM&Ro 8 11 0 16 Jun 2021
Learning Object Permanence from Video Aviv Shamsian Ofri Kleinfeld Amir Globerson Gal Chechik SSL 29 31 0 23 Mar 2020
Answering Complex Open-domain Questions Through Iterative Query Generation Peng Qi Xiaowen Lin L. Mehr Zijian Wang Christopher D. Manning RALM ReLM LRM 171 117 0 15 Oct 2019
Simple Online and Realtime Tracking with a Deep Association Metric N. Wojke Alex Bewley Dietrich Paulus VOT 223 3,462 0 21 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 273 10,214 0 16 Nov 2016