Object Scene Representation Transformer

14 June 2022

Mehdi S. M. Sajjadi

Daniel Duckworth

Aravindh Mahendran

Sjoerd van Steenkiste

Papers citing "Object Scene Representation Transformer"

21 / 71 papers shown

Title
Ray-Patch: An Efficient Querying for Light Field Transformers T. B. Martins Javier Civera ViT 29 0 0 16 May 2023
AutoRecon: Automated 3D Object Discovery and Reconstruction Yuang Wang Xingyi He He Sida Peng Haotong Lin Hujun Bao Xiaowei Zhou 19 11 0 15 May 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs Ao Zhang Hao Fei Yuan Yao Wei Ji Li Li Zhiyuan Liu Tat-Seng Chua MLLM VLM 15 85 0 02 May 2023
DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization Yanpeng Zhao Siyu Gao Yunbo Wang Xiaokang Yang OCL 11 1 0 30 Apr 2023
RePAST: Relative Pose Attention Scene Representation Transformer Aleksandr Safin Daniel Durckworth Mehdi S. M. Sajjadi 21 3 0 03 Apr 2023
Shepherding Slots to Objects: Towards Stable and Robust Object-Centric Learning Jinwoo Kim Janghyuk Choi Ho-Jin Choi Seon Joo Kim OCL VLM 16 14 0 31 Mar 2023
Object Discovery from Motion-Guided Tokens Zhipeng Bao P. Tokmakov Yu-xiong Wang Adrien Gaidon M. Hebert OCL 19 20 0 27 Mar 2023
Object-Centric Slot Diffusion Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 19 56 0 20 Mar 2023
PaLM-E: An Embodied Multimodal Language Model Danny Driess F. Xia Mehdi S. M. Sajjadi Corey Lynch Aakanksha Chowdhery ... Marc Toussaint Klaus Greff Andy Zeng Igor Mordatch Peter R. Florence LM&Ro 18 1,539 0 06 Mar 2023
Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames Ondrej Biza Sjoerd van Steenkiste Mehdi S. M. Sajjadi Gamaleldin F. Elsayed Aravindh Mahendran Thomas Kipf OCL 41 32 0 09 Feb 2023
Object-Centric Scene Representations using Active Inference Toon Van de Maele Tim Verbelen Pietro Mazzaglia Stefano Ferraro Bart Dhoedt OCL BDL 12 5 0 07 Feb 2023
Unlocking Slot Attention by Changing Optimal Transport Costs Yan Zhang David W. Zhang Simon Lacoste-Julien Gertjan J. Burghouts Cees G. M. Snoek OCL 24 11 0 30 Jan 2023
Laser: Latent Set Representations for 3D Generative Modeling Pol Moreno Adam R. Kosiorek Heiko Strathmann Daniel Zoran Rosália G. Schneider Bjorn Winckler L. Markeeva T. Weber Danilo Jimenez Rezende BDL 3DV DRL 27 5 0 13 Jan 2023
RUST: Latent Neural Scene Representations from Unposed Imagery Mehdi S. M. Sajjadi Aravindh Mahendran Thomas Kipf Etienne Pot Daniel Duckworth Mario Lucic Klaus Greff ViT 9 29 0 25 Nov 2022
Neural Systematic Binder Gautam Singh Yeongbin Kim Sungjin Ahn OCL 16 36 0 02 Nov 2022
Improving Object-centric Learning with Query Optimization Baoxiong Jia Yu Liu Siyuan Huang OCL 19 49 0 17 Oct 2022
Is Attention All That NeRF Needs? T. MukundVarma Peihao Wang Xuxi Chen Tianlong Chen Subhashini Venugopalan Zhangyang Wang ViT 13 106 0 27 Jul 2022
Spatial Entropy as an Inductive Bias for Vision Transformers E. Peruzzo E. Sangineto Yahui Liu Marco De Nadai Wei Bi Bruno Lepri N. Sebe ViT MDE 17 1 0 09 Jun 2022
Test-time Adaptation with Slot-Centric Models Mihir Prabhudesai Anirudh Goyal S. Paul Sjoerd van Steenkiste Mehdi S. M. Sajjadi Gaurav Aggarwal Thomas Kipf Deepak Pathak Katerina Fragkiadaki TTA 9 8 0 21 Mar 2022
Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention Melika Behjati James Henderson OCL 18 1 0 01 Feb 2021
On the Binding Problem in Artificial Neural Networks Klaus Greff Sjoerd van Steenkiste Jürgen Schmidhuber OCL 224 252 0 09 Dec 2020