v1v2 (latest)

Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities

Neural Information Processing Systems (NeurIPS), 2023

7 June 2023

Papers citing "Object-Centric Learning for Real-World Videos by Predicting Temporal Feature Similarities"

39 / 39 papers shown

Title
Learning Interactive World Model for Object-Centric Reinforcement Learning Fan Feng Phillip Lippe Sara Magliacane OffRL OCL 270 0 0 04 Nov 2025
UNO: Unifying One-stage Video Scene Graph Generation via Object-Centric Visual Representation Learning Huy Le Nhat Chung Tung Kieu Jingkang Yang Ngan Le VOS OCL 353 1 0 07 Sep 2025
Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery Xinrui Gong Oliver Hahn Christoph Reich Krishnakant Singh Simone Schaub-Meyer Daniel Cremers Stefan Roth OCL 178 0 0 02 Sep 2025
Smoothing Slot Attention Iterations and Recurrences Rongzhen Zhao Wenyan Yang Juho Kannala Joni Pajarinen AI4TS 149 1 0 07 Aug 2025
SlotMatch: Distilling Object-Centric Representations for Unsupervised Video Segmentation Diana-Nicoleta Grigore Neelu Madan Andreas Mogelmose T. Moeslund Radu Tudor Ionescu VOS OCL 292 0 0 05 Aug 2025
Predicting Video Slot Attention Queries from Random Slot-Feature Pairs Rongzhen Zhao Jian Li Juho Kannala Joni Pajarinen 197 1 0 02 Aug 2025
Slot Attention with Re-Initialization and Self-Distillation Rongzhen Zhao Yi Zhao Juho Kannala Joni Pajarinen OCL VLM 275 4 0 31 Jul 2025
FORLA: Federated Object-centric Representation Learning with Slot Attention Guiqiu Liao M. Jogan Eric Eaton Daniel A. Hashimoto FedML 221 1 0 03 Jun 2025
unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary Reasoning Yafei Yang Zihui Zhang Bo Yang OCL 262 1 0 02 Jun 2025
MetaSlot: Break Through the Fixed Number of Slots in Object-Centric Learning Hongjia Liu Rongzhen Zhao Haohan Chen Joni Pajarinen OCL VLM 479 1 0 27 May 2025
Object-Centric Representations Improve Policy Generalization in Robot Manipulation Alexandre Chapin Bruno Machado Emmanuel Dellandrea Liming Chen OCL 338 3 0 16 May 2025
CTRL-O: Language-Controllable Object-Centric Visual Representation LearningComputer Vision and Pattern Recognition (CVPR), 2025 Aniket Didolkar Antonios Tragoudaras Rabiul Awal Maximilian Seitzer E. Gavves Aishwarya Agrawal OCL VLM 381 4 0 27 Mar 2025
xMOD: Cross-Modal Distillation for 2D/3D Multi-Object Discovery from 2D motionComputer Vision and Pattern Recognition (CVPR), 2025 Saad Lahlali Sandra Kara Hejer Ammar Florian Chabot Nicolas Granger Hervé Le Borgne Q. C. Pham 3DPC 239 0 0 19 Mar 2025
Object-Centric World Model for Language-Guided Manipulation Youngjoon Jeong Junha Chun S. Cha Taesup Kim OCL VGen 753 8 0 08 Mar 2025
Vector-Quantized Vision Foundation Models for Object-Centric Learning Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen OCL VLM 1.1K 3 0 27 Feb 2025
TextOCVP: Object-Centric Video Prediction with Language Guidance Angel Villar-Corrales Gjergj Plepi Sven Behnke VGen OCL DiffM 460 1 0 17 Feb 2025
Object-Centric Latent Action Learning Albina Klepach Alexander Nikulin Ilya Zisman Denis Tarasov Alexander Derevyagin Andrei Polubarov Nikita Lyubaykin Vladislav Kurenkov 302 0 0 13 Feb 2025
PlaySlot: Learning Inverse Latent Dynamics for Controllable Object-Centric Video Prediction and Planning Angel Villar-Corrales Sven Behnke 485 8 0 11 Feb 2025
Learning segmentation from point trajectoriesNeural Information Processing Systems (NeurIPS), 2025 Laurynas Karazija Iro Laina Christian Rupprecht Andrea Vedaldi 3DPC 857 8 0 21 Jan 2025
Slot-BERT: Self-supervised Object Discovery in Surgical Video Guiqiu Liao M. Jogan Marcel Hussing Kenta Nakahashi Kazuhiro Yasufuku Amin Madani Eric Eaton Daniel A. Hashimoto 1.0K 2 0 21 Jan 2025
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language AlignmentComputer Vision and Pattern Recognition (CVPR), 2024 Cijo Jose Théo Moutakanni Dahyun Kang Federico Baldassarre Timothée Darcet ... Maxime Oquab Oriane Siméoni Huy V. Vo Patrick Labatut Piotr Bojanowski CLIP VLM 292 38 0 20 Dec 2024
Grouped Discrete Representation for Object-Centric Learning Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen BDL OCL 302 5 0 04 Nov 2024
Object-Centric Temporal Consistency via Conditional Autoregressive Inductive Biases Cristian Meo Akihiro Nakano Mircea Lica Aniket Didolkar Masahiro Suzuki Anirudh Goyal Mengmi Zhang Justin Dauwels Y. Matsuo Yoshua Bengio OCL 223 4 0 21 Oct 2024
Next state prediction gives rise to entangled, yet compositional representations of objects Tankred Saanum Luca M. Schulze Buschoff Peter Dayan Eric Schulz OCL CoGe OOD 156 2 0 07 Oct 2024
Multi-Scale Fusion for Object RepresentationInternational Conference on Learning Representations (ICLR), 2024 Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen OCL VOS 267 4 0 02 Oct 2024
Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation Chenyu Wang Shuo Yan Yixuan Chen Yujiang Wang Mingzhi Dong ... Qin Lv Fan Yang Tun Lu Ning Gu Li Shang DiffM VGen 277 1 0 19 Sep 2024
Organized Grouped Discrete Representation for Object-Centric Learning Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen VOS OCL 402 1 0 05 Sep 2024
Zero-Shot Object-Centric Representation Learning Aniket Didolkar Antonios Tragoudaras Anirudh Goyal Mike Mozer Yoshua Bengio Georg Martius Maximilian Seitzer VLM OCL 249 13 0 17 Aug 2024
SlotLifter: Slot-guided Feature Lifting for Learning Object-centric Radiance FieldsEuropean Conference on Computer Vision (ECCV), 2024 Yu Liu Baoxiong Jia Yixin Chen Siyuan Huang OCL 285 7 0 13 Aug 2024
Grouped Discrete Representation Guides Object-Centric Learning Rongzhen Zhao V. Wang Arno Solin Joni Pajarinen OCL 256 1 0 01 Jul 2024
Causal Action Influence Aware Counterfactual Data Augmentation Núria Armengol Urpí Marco Bagatella Marin Vlastelica Georg Martius CML 160 10 0 29 May 2024
Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery Anand Gopalakrishnan Aleksandar Stanić Jürgen Schmidhuber M. C. Mozer 313 8 0 27 May 2024
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception Shuangpeng Han Ziyu Wang Mengmi Zhang 245 1 0 26 May 2024
Parallelized Spatiotemporal Binding Gautam Singh Yue Wang Jiawei Yang Boris Ivanovic Sungjin Ahn Marco Pavone Tong Che 172 2 0 26 Feb 2024
VONet: Unsupervised Video Object Learning With Parallel U-Net Attention and Object-wise Sequential VAEInternational Conference on Learning Representations (ICLR), 2024 Haonan Yu Wei Xu ViT 217 1 0 20 Jan 2024
SPOT: Self-Training with Patch-Order Permutation for Object-Centric Learning with Autoregressive TransformersComputer Vision and Pattern Recognition (CVPR), 2023 Ioannis Kakogeorgiou Spyros Gidaris Konstantinos Karantzalos N. Komodakis ViT OCL 381 26 0 01 Dec 2023
Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object SegmentationEuropean Conference on Computer Vision (ECCV), 2023 Shuangrui Ding Rui Qian Haohang Xu Dahua Lin Hongkai Xiong VOS 214 11 0 29 Nov 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2023 Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 356 72 0 18 May 2023
Object-Centric Slot DiffusionNeural Information Processing Systems (NeurIPS), 2023 Jindong Jiang Fei Deng Gautam Singh S. Ahn DiffM BDL OCL 530 75 0 20 Mar 2023