video representation learning

A Stitch in Time: Learning Procedural Workflow via Self-Supervised Plackett-Luce Ranking CVPR 2026 Focus-to-Perceive Representation Learning: A Cognition-Inspired Hierarchical Framework for Endoscopic Video Analysis CVPR 2026 InternVideo-Next: Towards World-Understanding Video Models CVPR 2026 TimeBridge: Self-Supervised Video Representation Learning via Start-End Joint Embedding and In-Between Frame Prediction CVPR 2026 Tracking by Predicting 3-D Gaussians Over Time CVPR 2026 An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025 Learning from Streaming Video with Orthogonal Gradients CVPR 2025 SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning CVPR 2025 SV-data2vec: Guiding Video Representation Learning with Latent Skeleton Targets WACV 2025 What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning ICCV 2025 When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning CVPR 2025 XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning AAAI 2024 Exposing the Self-Supervised Space-Time Correspondence Learning via Graph Kernels AAAI 2023 Frequency Selective Augmentation for Video Representation Learning AAAI 2023 Learning Procedure-Aware Video Representation From Instructional Videos and Their Narrations CVPR 2023 Masked Motion Encoding for Self-Supervised Video Representation Learning CVPR 2023 Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning CVPR 2023 Modeling Video As Stochastic Processes for Fine-Grained Video Representation Learning CVPR 2023 Motion-Guided Masking for Spatiotemporal Representation Learning ICCV 2023 Procedure-Aware Pretraining for Instructional Video Understanding CVPR 2023 Self-Supervised Video Representation Learning via Latent Time Navigation AAAI 2023 Spatio-Temporal Crop Aggregation for Video Representation Learning ICCV 2023 Unsupervised Open-Vocabulary Object Localization in Videos ICCV 2023 VideoMAE V2: Scaling Video Masked Autoencoders With Dual Masking CVPR 2023 Video-Mined Task Graphs for Keystep Recognition in Instructional Videos NeurIPS 2023