Reasoning-Enhanced Object-Centric Learning for Videos

22 March 2024

Papers citing "Reasoning-Enhanced Object-Centric Learning for Videos"

8 / 8 papers shown

Title
Intrinsic Physical Concepts Discovery with Object-Centric Predictive Models Qu Tang Xiangyu Zhu Zhen Lei Zhaoxiang Zhang OCL 42 7 0 03 Mar 2023
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models Ziyi Wu Nikita Dvornik Klaus Greff Thomas Kipf Animesh Garg OCL BDL 56 87 0 12 Oct 2022
Visuomotor Control in Multi-Object Scenes Using Object-Aware Representations Negin Heravi Ayzaan Wahid Corey Lynch Peter R. Florence Travis Armstrong Jonathan Tompson P. Sermanet Jeannette Bohg Debidatta Dwibedi SSL 54 13 0 12 May 2022
Learning Multi-Object Dynamics with Compositional Neural Radiance Fields Danny Driess Zhiao Huang Yunzhu Li Russ Tedrake Marc Toussaint OCL AI4CE 106 71 0 24 Feb 2022
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 275 1,939 0 09 Feb 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 17 57 0 22 Jan 2021
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 226 438 0 01 Dec 2016
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 252 1,394 0 01 Dec 2016