Learning the Predictability of the Future

Computer Vision and Pattern Recognition (CVPR), 2021

1 January 2021

Dídac Surís

Ruoshi Liu

Carl Vondrick

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Papers citing "Learning the Predictability of the Future"

49 / 49 papers shown

Title
More Than A Shortcut: A Hyperbolic Approach To Early-Exit Networks Swapnil Bhosale Cosmin Frateanu Camilla Clark Arnoldas Jasonas Chris Mitchell Xiatian Zhu Vamsi Krishna Ithapu Giacomo Ferroni Cagdas Bilen Sanjeel Parekh 68 0 0 01 Nov 2025
HyperET: Efficient Training in Hyperbolic Space for Multi-modal Large Language Models Zelin Peng Zhengqin Xu Qingyang Liu Xiaokang Yang Wei Shen 129 0 0 23 Oct 2025
Video Generators are Robot Policies Junbang Liang P. Tokmakov Ruoshi Liu Sruthi Sudhakar Paarth Shah Rares Andrei Ambrus Carl Vondrick VGen 199 8 0 01 Aug 2025
Heterogeneous Skeleton-Based Action Representation LearningComputer Vision and Pattern Recognition (CVPR), 2025 Hongsong Wang Xiaoyan Ma Jidong Kuang Jie Gui 215 4 0 04 Jun 2025
Multi-level and Multi-modal Action AnticipationInternational Conference on Information Photonics (ICIP), 2025 Seulgi Kim Ghazal Kaviani Mohit Prabhushankar Ghassan AlRegib 162 1 0 03 Jun 2025
Position: Beyond Euclidean -- Foundation Models Should Embrace Non-Euclidean Geometries Neil He Jiahong Liu Buze Zhang N. Bui Ali Maatouk Menglin Yang Irwin King Melanie Weber Rex Ying 199 4 0 11 Apr 2025
Adversarial Attacks on Hyperbolic Networks Max van Spengler Jan Zahálka Pascal Mettes AAML OOD 361 1 0 02 Dec 2024
HypDAE: Hyperbolic Diffusion Autoencoders for Hierarchical Few-shot Image Generation Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 299 1 0 27 Nov 2024
Enhancing Action Recognition by Leveraging the Hierarchical Structure of Actions and Textual ContextComputer Vision and Image Understanding (CVIU), 2024 Manuel Benavent-Lledo David Mulero-Pérez David Ortiz-Perez José García Rodríguez Antonis Argyros 236 3 0 28 Oct 2024
Human Action Anticipation: A Survey Bolin Lai Sam Toyer Tushar Nagarajan Rohit Girdhar S. Zha James M. Rehg Kris Kitani Kristen Grauman Ruta Desai Miao Liu AI4TS 251 5 0 17 Oct 2024
TR-LLM: Integrating Trajectory Data for Scene-Aware LLM-Based Human Action Prediction Kojiro Takeyama Yimeng Liu Misha Sra 264 2 0 05 Oct 2024
Hyperbolic Image-and-Pointcloud Contrastive Learning for 3D ClassificationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024 Naiwen Hu Haozhe Cheng Yifan Xie Pengcheng Shi Jihua Zhu 3DPC 268 2 0 24 Sep 2024
Hyperbolic Learning with Multimodal Large Language Models Paolo Mandica Luca Franco Konstantinos Kallidromitis Suzanne Petryk Fabio Galasso 207 7 0 09 Aug 2024
Dreamitate: Real-World Visuomotor Policy Learning via Video Generation Junbang Liang Ruoshi Liu Ege Ozguroglu Sruthi Sudhakar Achal Dave P. Tokmakov Shuran Song Carl Vondrick VGen 197 52 0 24 Jun 2024
Revisiting Feature Prediction for Learning Visual Representations from Video Adrien Bardes Q. Garrido Jean Ponce Xinlei Chen Michael G. Rabbat Yann LeCun Mahmoud Assran Nicolas Ballas MDE VLM 284 158 0 15 Feb 2024
Hyperbolic Distance-Based Speech Separation Darius Petermann Minje Kim 125 6 0 07 Jan 2024
Holistic Representation Learning for Multitask Trajectory Anomaly DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Alexandros Stergiou B. D. Weerdt Nikos Deligiannis 227 17 0 03 Nov 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 245 13 0 29 Sep 2023
Hyperbolic Random Forests Lars Doorenbos Pablo Márquez-Neila Raphael Sznitman Pascal Mettes 162 9 0 25 Aug 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain ShiftInternational Conference on Machine Learning (ICML), 2023 Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 225 14 0 19 Jun 2023
Attributable and Scalable Opinion SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tom Hosking Hao Tang Mirella Lapata 128 9 0 19 May 2023
Hyperbolic Deep Learning in Computer Vision: A SurveyInternational Journal of Computer Vision (IJCV), 2023 Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 236 82 0 11 May 2023
Hyperbolic Geometry in Computer Vision: A Survey Pengfei Fang Mehrtash Harandi Trung Le Dinh Q. Phung 132 6 0 21 Apr 2023
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Yong-Lu Li Xiaoqian Wu Xinpeng Liu Zehao Wang Yiming Dou ... Junyi Zhang Yixing Li Jingru Tan Xudong Lu Cewu Lu 370 19 0 02 Apr 2023
Poincaré ResNetIEEE International Conference on Computer Vision (ICCV), 2023 Max van Spengler E. Berkhout Pascal Mettes SSL 198 20 0 24 Mar 2023
Metric-Free Exploration for Topological Mapping by Task and Motion Imitation in Feature Space Yuhang He Irving Fang Yiming Li Rushin Shah Chen Feng 183 8 0 16 Mar 2023
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action RepresentationsInternational Conference on Learning Representations (ICLR), 2023 Luca Franco Paolo Mandica Bharti Munjal Fabio Galasso SSL 3DH 175 48 0 10 Mar 2023
Hierarchical Explanations for Video Action Recognition Sadaf Gulshad Teng Long Nanne van Noord FAtt 304 13 0 01 Jan 2023
Hyperbolic Audio Source SeparationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Darius Petermann Gordon Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 150 13 0 09 Dec 2022
Hyperbolic Contrastive Learning for Visual Representations beyond ObjectsComputer Vision and Pattern Recognition (CVPR), 2022 Songwei Ge Shlok Kumar Mishra Simon Kornblith Chun-Liang Li David Jacobs OCL SSL 223 74 0 01 Dec 2022
Spatio-Temporal Crop Aggregation for Video Representation LearningIEEE International Conference on Computer Vision (ICCV), 2022 Sepehr Sameni Simon Jenni Paolo Favaro 251 4 0 30 Nov 2022
FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video ObservationsComputer Vision and Pattern Recognition (CVPR), 2022 Christian Diller Thomas Funkhouser Angela Dai 242 5 0 25 Nov 2022
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image GenerationIEEE International Conference on Computer Vision (ICCV), 2022 Ling Li Yi Zhang Shuhui Wang 230 26 0 22 Nov 2022
Are we certain it's anomalous? Alessandro Flaborea Bardh Prenkaj Bharti Munjal Marco Aurelio Sterpa Dario Aragona L. Podo Fabio Galasso 275 12 0 16 Nov 2022
Finding Islands of Predictability in Action Forecasting D. Scarafoni Irfan Essa Thomas Ploetz AI4TS 106 1 0 13 Oct 2022
Representing Spatial Trajectories as DistributionsNeural Information Processing Systems (NeurIPS), 2022 Dídac Surís Carl Vondrick 210 6 0 04 Oct 2022
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic SpacesConference on Automated Knowledge Base Construction (AKBC), 2022 J. Sohn Mingyu Derek Ma Muhao Chen 164 2 0 12 Sep 2022
Intention-Conditioned Long-Term Human Egocentric Action ForecastingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Esteve Valls Mascaro Hyemin Ahn Dongheui Lee EgoV 293 40 0 25 Jul 2022
Visual Abductive ReasoningComputer Vision and Pattern Recognition (CVPR), 2022 Chen Liang Wenguan Wang Tianfei Zhou Yi Yang LRM 149 47 0 26 Mar 2022
Non-linear Embeddings in Hilbert Simplex Geometry Frank Nielsen Ke Sun 160 8 0 22 Mar 2022
Hyperbolic Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Mina Ghadimi Atigh Julian Schoep Erman Acar Nanne van Noord Pascal Mettes 185 113 0 11 Mar 2022
Hierarchical Sketch Induction for Paraphrase GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Tom Hosking Hao Tang Mirella Lapata BDL 192 39 0 07 Mar 2022
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality Honglu Zhou Asim Kadav Aviv Shamsian Shijie Geng Farley Lai Long Zhao Tingxi Liu Mubbasir Kapadia H. Graf 193 32 0 11 Dec 2021
HyperExpan: Taxonomy Expansion with Hyperbolic Representation LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Mingyu Derek Ma Muhao Chen Te-Lin Wu Nanyun Peng 217 28 0 22 Sep 2021
Review of Video Predictive Understanding: Early Action Recognition and Future Action Prediction He Zhao Richard P. Wildes 185 13 0 11 Jul 2021
Hyperbolic Busemann Learning with Ideal PrototypesNeural Information Processing Systems (NeurIPS), 2021 Mina Ghadimi Atigh Martin Keller-Ressel Pascal Mettes 190 50 0 28 Jun 2021
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning Xinyu Yang Majid Mirmehdi T. Burghardt 339 4 0 14 Oct 2020
Hyperbolic Graph Convolutional Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 370 744 0 28 Oct 2019
Human Action Recognition and Prediction: A SurveyInternational Journal of Computer Vision (IJCV), 2018 Yu Kong Y. Fu 313 714 0 28 Jun 2018