Learning the Predictability of the Future

1 January 2021

Carl Vondrick

Papers citing "Learning the Predictability of the Future"

45 / 45 papers shown

Title
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 29 0 0 11 Apr 2025
Adversarial Attacks on Hyperbolic Networks Max van Spengler Jan Zahálka Pascal Mettes AAML OOD 94 0 0 02 Dec 2024
Diffusion Autoencoders for Few-shot Image Generation in Hyperbolic Space Lingxiao Li Kaixuan Fan Boqing Gong Xiangyu Yue DiffM 68 0 0 27 Nov 2024
Enhancing Action Recognition by Leveraging the Hierarchical Structure of Actions and Textual Context Manuel Benavent-Lledo David Mulero-Pérez David Ortiz-Perez José García Rodríguez Antonis Argyros 24 0 0 28 Oct 2024
Human Action Anticipation: A Survey Bolin Lai Sam Toyer Tushar Nagarajan Rohit Girdhar S. Zha James M. Rehg Kris M. Kitani Kristen Grauman Ruta Desai Miao Liu AI4TS 36 1 0 17 Oct 2024
TR-LLM: Integrating Trajectory Data for Scene-Aware LLM-Based Human Action Prediction Kojiro Takeyama Yimeng Liu Misha Sra 29 1 0 05 Oct 2024
Hyperbolic Image-and-Pointcloud Contrastive Learning for 3D Classification Naiwen Hu Haozhe Cheng Yifan Xie Pengcheng Shi Jihua Zhu 3DPC 34 0 0 24 Sep 2024
Hyperbolic Learning with Multimodal Large Language Models Paolo Mandica Luca Franco Konstantinos Kallidromitis Suzanne Petryk Fabio Galasso 44 1 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 40 22 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 87 73 0 15 Feb 2024
Hyperbolic Distance-Based Speech Separation Darius Petermann Minje Kim 37 4 0 07 Jan 2024
Holistic Representation Learning for Multitask Trajectory Anomaly Detection Alexandros Stergiou B. D. Weerdt Nikos Deligiannis 35 13 0 03 Nov 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 24 7 0 29 Sep 2023
Hyperbolic Random Forests Lars Doorenbos Pablo Márquez-Neila Raphael Sznitman Pascal Mettes 16 5 0 25 Aug 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 49 9 0 19 Jun 2023
Attributable and Scalable Opinion Summarization Tom Hosking Hao Tang Mirella Lapata 28 8 0 19 May 2023
Hyperbolic Deep Learning in Computer Vision: A Survey Pascal Mettes Mina Ghadimi Atigh Martin Keller-Ressel Jeffrey Gu Serena Yeung 28 38 0 11 May 2023
Hyperbolic Geometry in Computer Vision: A Survey Pengfei Fang Mehrtash Harandi Trung Le Dinh Q. Phung 22 4 0 21 Apr 2023
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding Yong-Lu Li Xiaoqian Wu Xinpeng Liu Zehao Wang Yiming Dou ... Junyi Zhang Yixing Li Jingru Tan Xudong Lu Cewu Lu 27 17 0 02 Apr 2023
Poincaré ResNet Max van Spengler E. Berkhout Pascal Mettes SSL 48 12 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 26 8 0 16 Mar 2023
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations Luca Franco Paolo Mandica Bharti Munjal Fabio Galasso SSL 3DH 15 28 0 10 Mar 2023
Hierarchical Explanations for Video Action Recognition Sadaf Gulshad Teng Long N. V. Noord FAtt 16 6 0 01 Jan 2023
Hyperbolic Audio Source Separation Darius Petermann G. Wichern Aswin Shanmugam Subramanian Jonathan Le Roux 19 10 0 09 Dec 2022
Hyperbolic Contrastive Learning for Visual Representations beyond Objects Songwei Ge Shlok Kumar Mishra Simon Kornblith Chun-Liang Li David Jacobs OCL SSL 14 51 0 01 Dec 2022
Spatio-Temporal Crop Aggregation for Video Representation Learning Sepehr Sameni Simon Jenni Paolo Favaro 13 3 0 30 Nov 2022
FutureHuman3D: Forecasting Complex Long-Term 3D Human Behavior from Video Observations Christian Diller Thomas Funkhouser Angela Dai 25 3 0 25 Nov 2022
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation Ling Li Yi Zhang Shuhui Wang 19 16 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 19 8 0 16 Nov 2022
Finding Islands of Predictability in Action Forecasting D. Scarafoni Irfan Essa Thomas Ploetz AI4TS 16 1 0 13 Oct 2022
Representing Spatial Trajectories as Distributions Dídac Surís Carl Vondrick 27 5 0 04 Oct 2022
Bending the Future: Autoregressive Modeling of Temporal Knowledge Graphs in Curvature-Variable Hyperbolic Spaces J. Sohn Mingyu Derek Ma Muhao Chen 27 2 0 12 Sep 2022
Intention-Conditioned Long-Term Human Egocentric Action Forecasting Esteve Valls Mascaro Hyemin Ahn Dongheui Lee EgoV 19 28 0 25 Jul 2022
Visual Abductive Reasoning Chen Liang Wenguan Wang Tianfei Zhou Yi Yang LRM 26 38 0 26 Mar 2022
Non-linear Embeddings in Hilbert Simplex Geometry Frank Nielsen Ke Sun 11 5 0 22 Mar 2022
Hyperbolic Image Segmentation Mina Ghadimi Atigh Julian Schoep Erman Acar N. V. Noord Pascal Mettes 37 85 0 11 Mar 2022
Hierarchical Sketch Induction for Paraphrase Generation Tom Hosking Hao Tang Mirella Lapata BDL 16 31 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 19 23 0 11 Dec 2021
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning Mingyu Derek Ma Muhao Chen Te-Lin Wu Nanyun Peng 30 22 0 22 Sep 2021
Review of Video Predictive Understanding: Early Action Recognition and Future Action Prediction He Zhao Richard P. Wildes 14 8 0 11 Jul 2021
Hyperbolic Busemann Learning with Ideal Prototypes Mina Ghadimi Atigh Martin Keller-Ressel Pascal Mettes 17 36 0 28 Jun 2021
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning Xinyu Yang Majid Mirmehdi T. Burghardt 25 4 0 14 Oct 2020
Human Action Recognition and Prediction: A Survey Yu Kong Y. Fu 22 601 0 28 Jun 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,660 0 05 Dec 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 215 7,902 0 13 Jun 2015