| Video Moment Retrieval from Text Queries via Single Frame Annotation | Apr 20, 2022 | Contrastive LearningMoment Retrieval | CodeCode Available | 1 |
| TimeLoc: A Unified End-to-End Framework for Precise Timestamp Localization in Long Videos | Mar 9, 2025 | Action LocalizationBoundary Detection | CodeCode Available | 1 |
| Finding Moments in Video Collections Using Natural Language | Jul 30, 2019 | Moment RetrievalRe-Ranking | CodeCode Available | 1 |
| Detecting Moments and Highlights in Videos via Natural Language Queries | Dec 1, 2021 | DecoderMoment Retrieval | CodeCode Available | 1 |
| Video Corpus Moment Retrieval with Contrastive Learning | May 13, 2021 | Contrastive LearningMoment Retrieval | CodeCode Available | 1 |
| Selective Query-guided Debiasing for Video Corpus Moment Retrieval | Oct 17, 2022 | Moment RetrievalRetrieval | CodeCode Available | 1 |
| Deconfounded Video Moment Retrieval with Causal Intervention | Jun 3, 2021 | Moment RetrievalRetrieval | CodeCode Available | 1 |
| Saliency-Guided DETR for Moment Retrieval and Highlight Detection | Oct 2, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 1 |
| Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection | Apr 14, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 1 |
| Partially Relevant Video Retrieval | Aug 26, 2022 | Moment RetrievalMultiple Instance Learning | CodeCode Available | 1 |
| Background-aware Moment Detection for Video Moment Retrieval | Jun 5, 2023 | Moment RetrievalNatural Language Moment Retrieval | CodeCode Available | 1 |
| LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection | Jan 18, 2025 | Contrastive LearningDecoder | CodeCode Available | 1 |
| BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos | Nov 30, 2023 | Moment RetrievalNatural Language Moment Retrieval | CodeCode Available | 1 |
| Frame-wise Cross-modal Matching for Video Moment Retrieval | Sep 22, 2020 | Boundary DetectionMoment Retrieval | CodeCode Available | 1 |
| Regularized Two-Branch Proposal Networks for Weakly-Supervised Moment Retrieval in Videos | Aug 19, 2020 | Moment RetrievalRetrieval | CodeCode Available | 1 |
| HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training | May 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Hierarchical Video-Moment Retrieval and Step-Captioning | Mar 29, 2023 | Information RetrievalMoment Retrieval | CodeCode Available | 1 |
| FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding | Dec 18, 2024 | Highlight DetectionMoment Retrieval | CodeCode Available | 1 |
| MomentDiff: Generative Video Moment Retrieval from Random to Real | Jul 6, 2023 | Moment RetrievalRetrieval | CodeCode Available | 1 |
| Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection | Nov 28, 2023 | Contrastive LearningHighlight Detection | CodeCode Available | 1 |
| Length-Aware DETR for Robust Moment Retrieval | Dec 30, 2024 | Information RetrievalMoment Retrieval | CodeCode Available | 1 |
| MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions | Dec 1, 2021 | Moment RetrievalNatural Language Moment Retrieval | CodeCode Available | 1 |
| MTVR: Multilingual Moment Retrieval in Videos | Jul 30, 2021 | Moment RetrievalRetrieval | CodeCode Available | 1 |
| QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries | Jul 20, 2021 | Highlight DetectionMoment Retrieval | CodeCode Available | 1 |
| Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval | Dec 19, 2023 | cross-modal alignmentMoment Retrieval | CodeCode Available | 1 |
