Title
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors Joseph Ortiz Antoine Dedieu Wolfgang Lehrach Swaroop Guntupalli Carter Wendelken Ahmad Humayun Guangyao Zhou Sivaramakrishnan Swaminathan Miguel Lázaro-Gredilla Kevin P. Murphy OffRL 44 1 0 26 Sep 2024
Self-Supervised Any-Point Tracking by Contrastive Random Walks Ayush Shrivastava Andrew Owens 23 3 0 24 Sep 2024
MHRC: Closed-loop Decentralized Multi-Heterogeneous Robot Collaboration with Large Language Models Wenhao Yu Jie Peng Yueliang Ying Sai Li Jianmin Ji Yanyong Zhang 30 4 0 24 Sep 2024
Kubrick: Multimodal Agent Collaborations for Synthetic Video Generation Liu He Yizhi Song Hejun Huang Pinxin Liu Yunlong Tang Daniel G. Aliaga Xin Zhou DiffM VGen 90 3 0 19 Aug 2024
Zero-Shot Object-Centric Representation Learning Aniket Didolkar Andrii Zadaianchuk Anirudh Goyal Mike Mozer Yoshua Bengio Georg Martius Maximilian Seitzer VLM OCL 29 4 0 17 Aug 2024
Local All-Pair Correspondence for Point Tracking Seokju Cho Jiahui Huang Jisu Nam Honggyu An Seungryong Kim Joon-Young Lee 19 26 0 22 Jul 2024
Shape of Motion: 4D Reconstruction from a Single Video Qianqian Wang Vickie Ye Hang Gao Jake Austin Zhengqi Li Angjoo Kanazawa VGen 45 63 0 18 Jul 2024
TAPVid-3D: A Benchmark for Tracking Any Point in 3D Skanda Koppula Ignacio Rocco Yi Yang Joe Heyward João Carreira Andrew Zisserman Gabriel J. Brostow Carl Doersch 39 14 0 08 Jul 2024
Attention Normalization Impacts Cardinality Generalization in Slot Attention Markus Krimmel Jan Achterhold Joerg Stueckler OCL 37 0 0 04 Jul 2024
Guiding Video Prediction with Explicit Procedural Knowledge Patrick Takenaka Johannes Maucher Marco F. Huber 37 1 0 26 Jun 2024
ViPro: Enabling and Controlling Video Prediction for Complex Dynamical Scenarios using Procedural Knowledge Patrick Takenaka Johannes Maucher Marco F. Huber VGen 26 0 0 26 Jun 2024
Slot State Space Models Jindong Jiang Fei Deng Gautam Singh Minseung Lee Sungjin Ahn 39 4 0 18 Jun 2024
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models Ziyi Wu Yulia Rubanova Rishabh Kabra Drew A. Hudson Igor Gilitschenski Yusuf Aytar Sjoerd van Steenkiste Kelsey R. Allen Thomas Kipf VGen DiffM 31 10 0 13 Jun 2024
Comparison Visual Instruction Tuning Wei Lin M. Jehanzeb Mirza Sivan Doveh Rogerio Feris Raja Giryes Sepp Hochreiter Leonid Karlinsky 46 4 0 13 Jun 2024
Adaptive Slot Attention: Object Discovery with Dynamic Slot Number Ke Fan Zechen Bai Tianjun Xiao Tong He Max Horn Yanwei Fu Francesco Locatello Zheng Zhang OCL 30 5 0 13 Jun 2024
IllumiNeRF: 3D Relighting without Inverse Rendering Xiaoming Zhao Pratul P. Srinivasan Dor Verbin Keunhong Park Ricardo Martín Brualla Philipp Henzler 26 5 0 10 Jun 2024
GenHeld: Generating and Editing Handheld Objects Chaerin Min Srinath Sridhar 29 0 0 07 Jun 2024
Streaming quanta sensors for online, high-performance imaging and vision Tianyi Zhang Matthew Dutson Vivek Boominathan Mohit Gupta Ashok Veeraraghavan 28 0 0 02 Jun 2024
Transformers and Slot Encoding for Sample Efficient Physical World Modelling Francesco Petri Luigi Asprino Aldo Gangemi OCL ViT 27 0 0 30 May 2024
NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild Weining Ren Zihan Zhu Boyang Sun Jiaqi Chen Marc Pollefeys Songyou Peng 21 31 0 29 May 2024
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery Anand Gopalakrishnan Aleksandar Stanić Jürgen Schmidhuber M. C. Mozer 40 5 0 27 May 2024
Diagnosing the Compositional Knowledge of Vision Language Models from a Game-Theoretic View Jin Wang Shichao Dong Yapeng Zhu Kelu Yao Weidong Zhao Chao Li Ping Luo CoGe LRM 32 2 0 27 May 2024
Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis Basile Van Hoorick Rundi Wu Ege Ozguroglu Kyle Sargent Ruoshi Liu P. Tokmakov Achal Dave Changxi Zheng Carl Vondrick DiffM VGen 47 29 0 23 May 2024
DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos Wen-Hsuan Chu Lei Ke Katerina Fragkiadaki 3DGS VGen 21 29 0 03 May 2024
Unsupervised Dynamics Prediction with Object-Centric Kinematics Yeon-Ji Song Suhyung Choi Jaein Kim Jin-Hwa Kim Byoung-Tak Zhang 28 0 0 29 Apr 2024
SpatialTracker: Tracking Any 2D Pixels in 3D Space Yuxi Xiao Qianqian Wang Shangzhan Zhang Nan Xue Sida Peng Yujun Shen Xiaowei Zhou 19 51 0 05 Apr 2024
RaSim: A Range-aware High-fidelity RGB-D Data Simulation Pipeline for Real-world Applications Xingyu Liu Chenyangguang Zhang Gu Wang Ruida Zhang Xiangyang Ji 24 1 0 05 Apr 2024
NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation Jiahao Chen Yipeng Qin Lingjie Liu Jiangbo Lu Guanbin Li 30 11 0 26 Mar 2024
Reasoning-Enhanced Object-Centric Learning for Videos Jian Li Pu Ren Yang Liu Hao-Lun Sun OCL LRM 33 2 0 22 Mar 2024
TAPTR: Tracking Any Point with Transformers as Detection Hongyang Li Hao Zhang Shilong Liu Zhaoyang Zeng Tianhe Ren Feng Li Lei Zhang 24 19 0 19 Mar 2024
Fast Sparse View Guided NeRF Update for Object Reconfigurations Ziqi Lu Jianbo Ye Xiaohan Fei Xiaolong Li Jiawei Mo Ashwin Swaminathan Stefano Soatto 29 1 0 16 Mar 2024
Synth $^2$ : Boosting Visual-Language Models with Synthetic Captions and Image Embeddings Sahand Sharifzadeh Christos Kaplanis Shreya Pathak D. Kumaran Anastasija Ilić Jovana Mitrović Charles Blundell Andrea Banino VLM 26 9 0 12 Mar 2024
Genetic Learning for Designing Sim-to-Real Data Augmentations Bram Vanherle Nick Michiels F. Reeth 22 0 0 11 Mar 2024
A spatiotemporal style transfer algorithm for dynamic visual stimulus generation Antonino Greco Markus Siegel 17 2 0 07 Mar 2024
A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications Jiaqi Han Jiacheng Cen Liming Wu Zongzhao Li Xiangzhe Kong ... Zhewei Wei Deli Zhao Yu Rong Wenbing Huang Wenbing Huang AI4CE 32 20 0 01 Mar 2024
Parallelized Spatiotemporal Binding Gautam Singh Yue Wang Jiawei Yang B. Ivanovic Sungjin Ahn Marco Pavone Tong Che 36 1 0 26 Feb 2024
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review Thang-Anh-Quan Nguyen Amine Bourki Mátyás Macudzinski Anthony Brunel M. Bennamoun 25 9 0 17 Feb 2024
Robust Inverse Graphics via Probabilistic Inference Tuan Anh Le Pavel Sountsov Matthew D. Hoffman Ben Lee Brian Patton Rif A. Saurous 16 0 0 02 Feb 2024
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations Bhishma Dedhia N. Jha OCL 43 1 0 02 Feb 2024
BootsTAP: Bootstrapped Training for Tracking-Any-Point Carl Doersch Pauline Luc Yi Yang Dilara Gokay Skanda Koppula ... Joseph Heyward Ignacio Rocco Ross Goroshin João Carreira Andrew Zisserman 35 39 0 01 Feb 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger F. Worgotter Alexander S. Ecker 28 3 0 29 Jan 2024
Scaling Face Interaction Graph Networks to Real World Scenes Tatiana López-Guevara Yulia Rubanova William F. Whitney Tobias Pfaff Kimberly L. Stachenfeld Kelsey R. Allen AI4CE GNN 3DH 10 2 0 22 Jan 2024
Understanding Video Transformers via Universal Concept Discovery M. Kowal Achal Dave Rares Ambrus Adrien Gaidon Konstantinos G. Derpanis P. Tokmakov ViT 27 8 0 19 Jan 2024
EgoGen: An Egocentric Synthetic Data Generator Gen Li Kai Zhao Siwei Zhang X. Lyu Mihai Dusmanu Yan Zhang Marc Pollefeys Siyu Tang EgoV VGen 20 14 0 16 Jan 2024
Unsupervised Object-Centric Learning from Multiple Unspecified Viewpoints Jinyang Yuan Tonglin Chen Zhimeng Shen Bin Li Xiangyang Xue OCL 16 2 0 03 Jan 2024
DriveTrack: A Benchmark for Long-Range Point Tracking in Real-World Videos Arjun Balasingam Joseph Chandler Chenning Li Zhoutong Zhang Hari Balakrishnan 19 8 0 15 Dec 2023
View-Dependent Octree-based Mesh Extraction in Unbounded Scenes for Procedural Synthetic Data Zeyu Ma Alexander R. E. Raistrick Lahav Lipson Jia Deng 17 0 0 13 Dec 2023
Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation Xianghui Xie Bharat Lal Bhatnagar J. E. Lenssen Gerard Pons-Moll 3DH 27 13 0 12 Dec 2023
Learning 3D Particle-based Simulators from RGB-D Videos William F. Whitney Tatiana López-Guevara Tobias Pfaff Yulia Rubanova Thomas Kipf Kimberly L. Stachenfeld Kelsey R. Allen VGen 17 11 0 08 Dec 2023
Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single Images Yafei Yang Bo Yang OCL 22 1 0 08 Dec 2023