A paper list of partially relevant video retrieval.
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ICML 2026🤗 Revisiting Uncertainty: On Evidential Learning for Partially Relevant Video Retrieval [Paper] [Code] -
CVPR 2026🤗 Imagine Before Concentration: Diffusion-Guided Registers Enhance Partially Relevant Video Retrieval [Paper] [Code] -
TIP 2026Bidirectional Cross-Modal Collaborative Alignment via Semantic-Guided Visual Embeddings for Partially Relevant Video Retrieval [Paper] [Code] -
AAAI 2026A3PRVR: Action-and-object Aware Alignment for Partially Relevant Video Retrieval [Paper] [Code] -
CVPR 2026 FindingsCaptAin: Caption-driven Alignment for Bridging Modality Gaps in Partially Relevant Video Retrieval [Paper] [Code] -
ICME 2026KDC-Net: Knowledge-Refined Dual Context-Aware Network for Partially Relevant Video Retrieval [Paper] -
ICASSP 2026Text Semantics-Guided Dual-Teacher Knowledge Distillation for Partially Relevant Video Retrieval [Paper] -
ICASSP 2026Caption and Audio-Guided Video Representation Learning with Gated Attention for Partially Relevant Video Retrieval [Paper] [Code] -
EAAI 2026Cross-query contextual clues dynamic enhancement for partially relevant video retrieval [Paper] -
CCF NCCA 2026Dual-Grained Alignment with Dynamic Clip Modeling for Partially Relevant Video Retrieval [Paper]
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ICCV 2025🤗 HLFormer: Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning [Paper] [Code] -
ICCV 2025ProtoPRVR: Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval [Paper] -
NeurIPS 2025MSC-PRVR: Mitigating Semantic Collapse in Partially Relevant Video Retrieval [Paper] [Code] -
AAAI 2025ARL: Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval [Paper] [Code] -
AAAI 2025SDM: Bridging the Semantic Granularity Gap Between Text and Frame Representations for Partially Relevant Video Retrieval [Paper] [Code] -
TMM 2025AMDNet: Towards Efficient Partially Relevant Video Retrieval with Active Moment Discovering [Paper] [Code] -
EMNLP 2025 Findings: Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning [Paper] [Code] -
EMNLP 2025 FindingsProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval [Paper] [Code] -
ICME 2025UEM: Uneven Event Modeling for Partially Relevant Video Retrieval [Paper] [Code] -
TOMM 2025MGAKD: Multi-Grained Alignment with Knowledge Distillation for Partially Relevant Video Retrieval [Paper] -
ICME 2025Compositional Text-Modality Completion Model for Partially Relevant Video Retrieval [Paper] -
ICME 2025MamFusion: Multi-Mamba with Temporal Fusion for Partially Relevant Video Retrieval [Paper] [Code] -
ICCEA 2025Efficient Attention in Partially Relevant Video Retrieval: A Benchmarking Study on Accuracy-Efficiency Trade-Offs [Paper] -
ICIPAI 2025Diffusion-driven key segment generation via progressive boundary optimization for partially relevant video retrieval [Paper] -
Arxiv PreprintExploiting Inter-Sample Correlation and Intra-Sample Redundancy for Partially Relevant Video Retrieval [Paper] -
Arxiv PreprintDual Learning with Dynamic Knowledge Distillation and Soft Alignment for Partially Relevant Video Retrieval [Paper] [Code]
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AAAI 2024🤗 GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval [Paper] [Code] -
Arxiv Preprint🤗 GMMFormerV2: An Uncertainty-aware Framework for Partially Relevant Video Retrieval [Paper] [Code] -
ICMR 2024PREM: Improving Video Corpus Moment Retrieval with Partial Relevance Enhancement [Paper] [Code] -
TOMM 2024BGM-Net: Exploiting Instance-level Relationships in Weakly Supervised Text-to-Video Retrieval [Paper] [Code]] -
TOMM 2024QAISR: Vision-Language Models Learn Super Images for Efficient Partially Relevant Video Retrieval [Paper] -
ICONIP 2024EPRVR: Efficient Partially Relevant Video Retrieval with Disentangled Video Representation Learning [Paper] -
IVC 2024T-D3N: Transferable dual multi-granularity semantic excavating for partially relevant video retrieval [Paper]
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ICCV 2023DL-DKD: Dual Learning with Dynamic Knowledge Distillation for Partially Relevant Video Retrieval [Paper] [Code] -
ACMMM 2023JSG: Joint Searching and Grounding: Multi-Granularity Video Content Retrieval [Paper] [Code] -
ICME 2023PEAN: Progressive Event Alignment Network for Partial Relevant Video Retrieval [Paper]