SAVi++: Towards End-to-End Object-Centric Learning from Real-World
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SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos

15 June 2022

Gamaleldin F. Elsayed

Aravindh Mahendran

Sjoerd van Steenkiste

Michael C. Mozer

Papers citing "SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos"

10 / 110 papers shown

Title
Object Representations as Fixed Points: Training Iterative Refinement Algorithms with Implicit Differentiation Michael Chang Thomas L. Griffiths Sergey Levine OCL 44 59 0 02 Jul 2022
Self-Supervised Visual Representation Learning with Semantic Grouping Xin Wen Bingchen Zhao Anlin Zheng X. Zhang Xiaojuan Qi SSL 98 71 0 30 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 12 16 0 26 May 2022
Unsupervised Discovery and Composition of Object Light Fields Cameron Smith Hong-Xing Yu Sergey Zakharov F. Durand J. Tenenbaum Jiajun Wu Vincent Sitzmann OCL 14 29 0 08 May 2022
Complex-Valued Autoencoders for Object Discovery Sindy Lowe Phillip Lippe Maja R. Rudolph Max Welling BDL OCL 8 35 0 05 Apr 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz X. Wang ViT VLM 175 494 0 22 Feb 2022
Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention Melika Behjati James Henderson OCL 15 1 0 01 Feb 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 205 732 0 07 Jan 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 221 252 0 09 Dec 2020
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Mingming Gong Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 178 1,687 0 06 Jun 2018