% Key papers for Video moment retrieval (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2019_man_14486, title = {{MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_weakly_15022, title = {{Weakly Supervised Video Moment Retrieval From Text Queries}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2022_umt_20106, title = {{UMT: Unified Multi-Modal Transformers for Joint Video Moment Retrieval and Highlight Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_query_21959, title = {{Query-Dependent Video Representation for Moment Retrieval and Highlight Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21845}, } @inproceedings{cvpr2024_text_24983, title = {{Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29975}, } @inproceedings{cvpr2024_bridging_22879, title = {{Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29668}, } @inproceedings{neurips2021_detecting_63367, title = {{Detecting Moments and Highlights in Videos via Natural Language Queries}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27962}, } @inproceedings{aaai2024_towards_7580, title = {{Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28177}, } @inproceedings{cvpr2023_hierarchical_21156, title = {{Hierarchical Video-Moment Retrieval and Step-Captioning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/20993}, } @inproceedings{cvpr2023_are_20400, title = {{Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22247}, } @inproceedings{cvpr2023_towards_22380, title = {{Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22686}, } @inproceedings{cvpr2017_er3_12231, title = {{ER3: A Unified Framework for Event Retrieval, Recognition and Recounting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{neurips2023_momentdiff_68186, title = {{MomentDiff: Generative Video Moment Retrieval from Random to Real}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71606}, } @inproceedings{cvpr2024_task_24963, title = {{Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30267}, } @inproceedings{aaai2024_fewer_6012, title = {{Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27941}, } @inproceedings{cvpr2017_unified_12714, title = {{Unified Embedding and Metric Learning for Zero-Exemplar Event Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{neurips2024_verified_72751, title = {{VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97632}, } @inproceedings{cvpr2025_multivent_27037, title = {{MultiVENT 2.0: A Massive Multilingual Benchmark for Event-Centric Video Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34145}, } @inproceedings{aaai2025_generative_9331, title = {{Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32624}, } @inproceedings{aaai2025_varcmp_11227, title = {{VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32909}, } @inproceedings{aaai2025_d_8582, title = {{D\&M: Enriching E-commerce Videos with Sound Effects by Key Moment Detection and SFX Matching}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32585}, } @inproceedings{aaai2025_watch_11269, title = {{Watch Video, Catch Keyword: Context-aware Keyword Attention for Moment Retrieval and Highlight Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32804}, } @inproceedings{aaai2025_identity_9503, title = {{Identity-Text Video Corpus Grounding}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32375}, } @inproceedings{aaai2024_transferable_7639, title = {{Transferable Video Moment Localization by Moment-Guided Query Prompting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28028}, } @inproceedings{aaai2025_shotvl_10757, title = {{ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32979}, } @inproceedings{cvpr2025_anchor_25480, title = {{Anchor-Aware Similarity Cohesion in Target Frames Enables Predicting Temporal Moment Boundaries in 2D}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33991}, } @inproceedings{neurips2025_momentseeker_78593, title = {{MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=gKkA9Oc13m}, } @inproceedings{aaai2026_adaptive_101113, title = {{Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37414}, } @inproceedings{aaai2026_granalign_101143, title = {{GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37444}, } @inproceedings{aaai2025_reverse_10548, title = {{Reverse Distribution Based Video Moment Retrieval for Effective Bias Elimination}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33302}, } @inproceedings{neurips2025_when_76366, title = {{When One Moment Isn't Enough: Multi-Moment Retrieval with Cross-Moment Interactions}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=IUYAqr7qDA}, }