% Key papers for Text-video retrieval (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2019_multilevel_103539, title = {{Multilevel Language and Vision Integration for Text-to-Clip Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4938}, } @inproceedings{cvpr2019_dual_14116, title = {{Dual Encoding for Zero-Example Video Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2022_x_20230, title = {{X-Pool: Cross-Modal Language-Video Attention for Text-Video Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_cap4video_20566, title = {{Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22386}, } @inproceedings{cvpr2022_bridging_18395, title = {{Bridging Video-Text Retrieval With Multiple Choice Questions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2017_collaborative_12112, title = {{Collaborative Summarization of Topic-Related Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2024_text_24982, title = {{Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31715}, } @inproceedings{cvpr2023_vop_22550, title = {{VoP: Text-Video Co-Operative Prompt Tuning for Cross-Modal Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22906}, } @inproceedings{aaai2024_covr_5411, title = {{CoVR: Learning Composed Video Retrieval from Web Video Captions}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28334}, } @inproceedings{cvpr2022_sign_19874, title = {{Sign Language Video Retrieval With Free-Form Textual Queries}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2024_holistic_23707, title = {{Holistic Features are almost Sufficient for Text-to-Video Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29177}, } @inproceedings{cvpr2024_retrieval_24645, title = {{Retrieval-Augmented Egocentric Video Captioning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31318}, } @inproceedings{cvpr2024_mv_24089, title = {{MV-Adapter: Multimodal Video Transfer Learning for Video Text Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31670}, } @inproceedings{aaai2022_visual_2938, title = {{Visual Consensus Modeling for Video-Text Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/00167-visual-consensus-modeling-for-video-text-retrieval/}, } @inproceedings{aaai2024_towards_7591, title = {{Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28327}, } @inproceedings{aaai2020_a_103834, title = {{A Proposal-Based Approach for Activity Image-to-Video Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6941}, } @inproceedings{aaai2024_gmmformer_6089, title = {{GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28389}, } @inproceedings{cvpr2020_large_15736, title = {{Large Scale Video Representation Learning via Relational Graph Clustering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2024_composed_23004, title = {{Composed Video Retrieval via Enriched Context and Discriminative Embeddings}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30088}, } @inproceedings{cvpr2023_towards_22378, title = {{Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21259}, } @inproceedings{cvpr2025_learning_26736, title = {{Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32395}, } @inproceedings{cvpr2025_narrating_27051, title = {{Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level Captions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32652}, } @inproceedings{cvpr2025_video_28087, title = {{Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33381}, } @inproceedings{aaai2025_muse_9884, title = {{MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32778}, } @inproceedings{aaai2024_vvs_7752, title = {{VVS: Video-to-Video Retrieval with Irrelevant Frame Suppression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28046}, } @inproceedings{aaai2025_text_10953, title = {{Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32935}, } @inproceedings{neurips2024_diffusion_72273, title = {{Diffusion-Inspired Truncated Sampler for Text-Video Retrieval}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95072}, } @inproceedings{aaai2026_retrack_107155, title = {{ReTrack: Evidence-Driven Dual-Stream Directional Anchor Calibration Network for Composed Video Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/39507}, } @inproceedings{aaai2025_bridging_8318, title = {{Bridging the Semantic Granularity Gap Between Text and Frame Representations for Partially Relevant Video Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32437}, } @inproceedings{aaai2025_ambiguity_8094, title = {{Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32252}, } @inproceedings{cvpr2025_rethinking_27445, title = {{Rethinking Noisy Video-Text Retrieval via Relation-aware Alignment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32598}, } @inproceedings{aaai2025_learning_9730, title = {{Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32604}, }