| Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer | Apr 21, 2025 | Action LocalizationTemporal Action Localization | —Unverified | 0 |
| Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction | Jan 19, 2025 | Action LocalizationDenoising | —Unverified | 0 |
| Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models | Jan 1, 2025 | Action LocalizationTemporal Action Localization | —Unverified | 0 |
| Generalized Uncertainty-Based Evidential Fusion with Hybrid Multi-Head Attention for Weak-Supervised Temporal Action Localization | Dec 27, 2024 | Action LocalizationOptical Flow Estimation | CodeCode Available | 0 |
| Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localization | Nov 24, 2024 | Action ClassificationAction Localization | CodeCode Available | 0 |
| Can MLLMs Guide Weakly-Supervised Temporal Action Localization Tasks? | Nov 13, 2024 | Action LocalizationTemporal Action Localization | —Unverified | 0 |
| Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action Localization | Aug 12, 2024 | Action ClassificationAction Localization | CodeCode Available | 1 |
| Full-Stage Pseudo Label Quality Enhancement for Weakly-supervised Temporal Action Localization | Jul 12, 2024 | Action LocalizationContrastive Learning | CodeCode Available | 0 |
| STAT: Towards Generalizable Temporal Action Localization | Apr 20, 2024 | Action LocalizationTemporal Action Localization | —Unverified | 0 |
| Weakly supervised temporal action localization with actionness-guided false positive suppression | Apr 15, 2024 | Action LocalizationTemporal Action Localization | CodeCode Available | 0 |
| Realigning Confidence with Temporal Saliency Information for Point-Level Weakly-Supervised Temporal Action Localization | Jan 1, 2024 | Action LocalizationTemporal Action Localization | CodeCode Available | 1 |
| Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach | Dec 21, 2023 | Action LocalizationClassification | CodeCode Available | 1 |
| Sub-action Prototype Learning for Point-level Weakly-supervised Temporal Action Localization | Sep 16, 2023 | Action LocalizationPseudo Label | —Unverified | 0 |
| Cross-Video Contextual Knowledge Exploration and Exploitation for Ambiguity Reduction in Weakly Supervised Temporal Action Localization | Aug 24, 2023 | Action LocalizationContrastive Learning | —Unverified | 0 |
| DDG-Net: Discriminability-Driven Graph Network for Weakly-supervised Temporal Action Localization | Jul 31, 2023 | Action LocalizationTemporal Action Localization | CodeCode Available | 1 |
| Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action Localization | Jun 26, 2023 | Action LocalizationContrastive Learning | CodeCode Available | 1 |
| Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization | May 29, 2023 | Action LocalizationMultiple Instance Learning | CodeCode Available | 1 |
| Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization | May 7, 2023 | Action LocalizationTemporal Action Localization | —Unverified | 0 |
| Boosting Weakly-Supervised Temporal Action Localization with Text Information | May 1, 2023 | Action LocalizationSentence | CodeCode Available | 1 |
| Weakly-Supervised Temporal Action Localization with Bidirectional Semantic Consistency Constraint | Apr 25, 2023 | Action LocalizationTemporal Action Localization | CodeCode Available | 0 |
| Improving Weakly Supervised Temporal Action Localization by Bridging Train-Test Gap in Pseudo Labels | Apr 17, 2023 | Action LocalizationPseudo Label | CodeCode Available | 1 |
| JCDNet: Joint of Common and Definite phases Network for Weakly Supervised Temporal Action Localization | Mar 30, 2023 | Action LocalizationMultiple Instance Learning | —Unverified | 0 |
| Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling | Mar 27, 2023 | Action LocalizationAction Recognition | —Unverified | 0 |
| Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-Feature | Mar 22, 2023 | Action LocalizationPseudo Label | CodeCode Available | 0 |
| Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms | Jan 1, 2023 | Action LocalizationMultiple Instance Learning | —Unverified | 0 |
