Title
Low-shot Object Learning with Mutual Exclusivity Bias Anh Thai Ahmad Humayun Stefan Stojanov Zixuan Huang Bikram Boote James M. Rehg 19 2 0 06 Dec 2023
Open-DDVM: A Reproduction and Extension of Diffusion Model for Optical Flow Estimation Qiaole Dong Bo Zhao Yanwei Fu 6 2 0 04 Dec 2023
Dense Optical Tracking: Connecting the Dots G. L. Moing Jean Ponce Cordelia Schmid VOT 21 27 0 01 Dec 2023
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive Transformers Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 8 11 0 01 Dec 2023
SODA: Bottleneck Diffusion Models for Representation Learning Drew A. Hudson Daniel Zoran Mateusz Malinowski Andrew Kyle Lampinen Andrew Jaegle James L. McClelland Loic Matthey Felix Hill Alexander Lerchner DiffM 9 12 0 29 Nov 2023
Synthetic Data Generation for Bridging Sim2Real Gap in a Production Environment Parth Rawal Mrunal Sompura Wolfgang Hintze 23 0 0 18 Nov 2023
RESenv: A Realistic Earthquake Simulation Environment based on Unreal Engine Yitong Sun Hanchun Wang Zhejun Zhang Cyriel Diels Ali Asadipour 13 3 0 13 Nov 2023
Object-centric architectures enable efficient causal representation learning Amin Mansouri Jason S. Hartford Yan Zhang Yoshua Bengio CML OCL OOD 16 12 0 29 Oct 2023
3D-GPT: Procedural 3D Modeling with Large Language Models Chunyi Sun Junlin Han Weijian Deng Xinlong Wang Zishan Qin Stephen Gould 31 39 0 19 Oct 2023
Loci-Segmented: Improving Scene Segmentation Learning Manuel Traub Frederic Becker Adrian Sauter S. Otte Martin Volker Butz 21 2 0 16 Oct 2023
GTA: A Geometry-Aware Attention Mechanism for Multi-View Transformers Takeru Miyato Bernhard Jaeger Max Welling Andreas Geiger ViT 25 14 0 16 Oct 2023
Self-supervised Object-Centric Learning for Videos Görkay Aydemir Weidi Xie Fatma Guney OCL VOS SSL 20 24 0 10 Oct 2023
DyST: Towards Dynamic Neural Scene Representations on Real-World Videos Maximilian Seitzer Sjoerd van Steenkiste Thomas Kipf Klaus Greff Mehdi S. M. Sajjadi VGen ViT 19 8 0 09 Oct 2023
Geometry Aware Field-to-field Transformations for 3D Semantic Segmentation Dominik Hollidt Clinton Jia Wang Polina Golland Marc Pollefeys 17 0 0 08 Oct 2023
EvDNeRF: Reconstructing Event Data with Dynamic Neural Radiance Fields Anish Bhattacharya Ratnesh Madaan F. Ojeda Sai H. Vemprala Rogerio Bonatti Kostas Daniilidis Ashish Kapoor Vijay R. Kumar Nikolai Matni Jayesh K. Gupta 28 11 0 03 Oct 2023
LEAP: Liberate Sparse-view 3D Modeling from Camera Poses Hanwen Jiang Zhenyu Jiang Yue Zhao Qixing Huang 8 37 0 02 Oct 2023
RPEFlow: Multimodal Fusion of RGB-PointCloud-Event for Joint Optical Flow and Scene Flow Estimation Zhexiong Wan Yuxin Mao Jing Zhang Yuchao Dai 3DPC 20 22 0 26 Sep 2023
ODE-based Recurrent Model-free Reinforcement Learning for POMDPs Xu Zhao Duzhen Zhang Liyuan Han Tielin Zhang Bo Xu 27 7 0 25 Sep 2023
Rethinking Amodal Video Segmentation from Learning Supervised Signals with Object-centric Representation Ke Fan Jingshi Lei Xuelin Qian Miaopeng Yu Tianjun Xiao Tong He Zheng-Wei Zhang Yanwei Fu VOS 8 4 0 23 Sep 2023
AccFlow: Backward Accumulation for Long-Range Optical Flow Guangyang Wu Xiaohong Liu Kunming Luo Xi Liu Qingqing Zheng Shuaicheng Liu Xinyang Jiang Guangtao Zhai Wenyi Wang 25 17 0 25 Aug 2023
Explore and Tell: Embodied Visual Captioning in 3D Environments Anwen Hu Shizhe Chen Liang Zhang Qin Jin LM&Ro 25 2 0 21 Aug 2023
The Change You Want to See (Now in 3D) Ragav Sachdeva Andrew Zisserman 3DPC VGen 17 13 0 21 Aug 2023
PointOdyssey: A Large-Scale Synthetic Dataset for Long-Term Point Tracking Yang Zheng Adam W. Harley Bokui Shen Gordon Wetzstein Leonidas J. Guibas 21 120 0 27 Jul 2023
OBJECT 3DIT: Language-guided 3D-aware Image Editing Oscar Michel Anand Bhattad Eli VanderBilt Ranjay Krishna Aniruddha Kembhavi Tanmay Gupta DiffM 17 38 0 20 Jul 2023
Multi-Object Discovery by Low-Dimensional Object Motion Sadra Safadoust Fatma Guney OCL 19 9 0 16 Jul 2023
CoTracker: It is Better to Track Together Nikita Karaev Ignacio Rocco Benjamin Graham Natalia Neverova Andrea Vedaldi Christian Rupprecht VOT ViT 45 243 0 14 Jul 2023
Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition Yuwei Bao B. Lattimer J. Chai CLL 30 1 0 05 Jul 2023
OCTScenes: A Versatile Real-World Dataset of Tabletop Scenes for Object-Centric Learning Yin-Tao Huang Tonglin Chen Zhimeng Shen Jinghao Huang Bin Li Xiangyang Xue OCL 17 1 0 16 Jun 2023
Infinite Photorealistic Worlds using Procedural Generation Alexander R. E. Raistrick Lahav Lipson Zeyu Ma Lingjie Mei Mingzhe Wang ... Alejandro Newell Hei Law Ankit Goyal Kaiyu Yang Jia Deng VGen 13 72 0 15 Jun 2023
NAVI: Category-Agnostic Image Collections with High-Quality 3D Shape and Pose Annotations Varun Jampani Kevis-Kokitsi Maninis Andreas Engelhardt Arjun Karpur Karen Truong ... V. Ferrari A. Makadia Ce Liu Yuanzhen Li Howard Zhou 3DH 21 23 0 15 Jun 2023
TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement Carl Doersch Yi Yang Mel Vecerík Dilara Gokay Ankush Gupta Y. Aytar João Carreira Andrew Zisserman 23 148 0 14 Jun 2023
Generating Images with 3D Annotations Using Diffusion Models Wufei Ma Qihao Liu Jiahao Wang Angtian Wang Xiaoding Yuan ... Ruxiao Duan Yongrui Qi Adam Kortylewski Yaoyao Liu Alan Yuille DiffM 15 4 0 13 Jun 2023
DORSal: Diffusion for Object-centric Representations of Scenes et al Allan Jabri Sjoerd van Steenkiste Emiel Hoogeboom Mehdi S. M. Sajjadi Thomas Kipf 17 17 0 13 Jun 2023
Tracking Everything Everywhere All at Once Qianqian Wang Yen-Yu Chang Ruojin Cai Zhengqi Li Bharath Hariharan Aleksander Holynski Noah Snavely 11 143 0 08 Jun 2023
Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities Andrii Zadaianchuk Maximilian Seitzer Georg Martius OCL 15 15 0 07 Jun 2023
Cycle Consistency Driven Object Discovery Aniket Didolkar Anirudh Goyal Yoshua Bengio OCL 19 8 0 03 Jun 2023
Context-PIPs: Persistent Independent Particles Demands Spatial Context Features Weikang Bian Zhaoyang Huang Xiaoyu Shi Yitong Dong Yijin Li Hongsheng Li 19 6 0 03 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 27 76 0 02 Jun 2023
The ObjectFolder Benchmark: Multisensory Learning with Neural and Real Objects Ruohan Gao Yiming Dou Hao Li Tanmay Agarwal Jeannette Bohg Yunzhu Li Li Fei-Fei Jiajun Wu 11 29 0 01 Jun 2023
Spotlight Attention: Robust Object-Centric Learning With a Spatial Locality Prior Ayush K Chakravarthy Trang Nguyen Anirudh Goyal Yoshua Bengio Michael C. Mozer OCL 22 4 0 31 May 2023
Neural Fourier Transform: A General Approach to Equivariant Representation Learning Masanori Koyama Kenji Fukumizu Kohei Hayashi Takeru Miyato 16 8 0 29 May 2023
Contrastive Training of Complex-Valued Autoencoders for Object Discovery Aleksandar Stanić Anand Gopalakrishnan Kazuki Irie Jürgen Schmidhuber OCL 25 14 0 24 May 2023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models Viorica Puatruaucean Lucas Smaira Ankush Gupta Adrià Recasens Continente L. Markeeva ... Y. Aytar Simon Osindero Dima Damen Andrew Zisserman João Carreira VLM 120 138 0 23 May 2023
MFT: Long-Term Tracking of Every Pixel Michal Neoral Jonas Serych Juan E. Sala Matas VOT 8 42 0 22 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 23 44 0 18 May 2023
Persistent Homology Meets Object Unity: Object Recognition in Clutter Ekta U. Samani A. Banerjee 25 5 0 05 May 2023
Tracking through Containers and Occluders in the Wild Basile Van Hoorick P. Tokmakov Simon Stent Jie Li Carl Vondrick 29 13 0 04 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
Factored Neural Representation for Scene Understanding Yu-Shiang Wong Niloy J. Mitra OCL 21 4 0 21 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 13 10 0 31 Mar 2023