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Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax Loss

9 September 2021

Fan Yang

Papers citing "Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax Loss"

50 / 103 papers shown

Title
Table Comprehension in Building Codes using Vision Language Models and Domain-Specific Fine-Tuning Mohammad Aqib Mohd Hamza Ying Hei Chui Qipei Mei LMTD 289 0 0 23 Nov 2025
Repeating Words for Video-Language Retrieval with Coarse-to-Fine Objectives Haoyu Zhao Jiaxi Gu Shicong Wang Xing Zhang Hang Xu Zuxuan Wu Yu-Gang Jiang 108 0 0 20 Aug 2025
T2VParser: Adaptive Decomposition Tokens for Partial Alignment in Text to Video Retrieval Yili Li Gang Xiong Gaopeng Gou Xiangyan Qu Jiamin Zhuang Zhen Li Junzheng Shi 120 0 0 28 Jul 2025
DiscoVLA: Discrepancy Reduction in Vision, Language, and Alignment for Parameter-Efficient Video-Text RetrievalComputer Vision and Pattern Recognition (CVPR), 2025 Leqi Shen Guoqiang Gong Tianxiang Hao Tao He Yifeng Zhang Pengzhang Liu Sicheng Zhao Jungong Han Guiguang Ding 174 4 0 10 Jun 2025
Leveraging Auxiliary Information in Text-to-Video Retrieval: A Review A. Fragomeni Dima Damen Michael Wray 191 0 0 29 May 2025
Learning Audio-guided Video Representation with Gated Attention for Video-Text RetrievalComputer Vision and Pattern Recognition (CVPR), 2025 Boseung Jeong Jicheol Park Sungyeon Kim Suha Kwak 229 3 0 03 Apr 2025
Leveraging Modality Tags for Enhanced Cross-Modal Video Retrieval A. Fragomeni Dima Damen Michael Wray 394 1 0 02 Apr 2025
Video-ColBERT: Contextualized Late Interaction for Text-to-Video RetrievalComputer Vision and Pattern Recognition (CVPR), 2025 Arun V. Reddy Alexander Martin Eugene Yang Andrew Yates Kate Sanders Kenton W. Murray Reno Kriz Celso M. De Melo Benjamin Van Durme Rama Chellappa 276 9 0 24 Mar 2025
Stitch-a-Demo: Video Demonstrations from Multistep Descriptions Chi Hsuan Wu Kumar Ashutosh Kristen Grauman DiffM 202 1 0 18 Mar 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents Boyu Chen Zhengrong Yue Siran Chen Xiping Hu Yang Liu Ziwei Sun Longji Xu VLM 1.1K 17 0 13 Mar 2025
NeighborRetr: Balancing Hub Centrality in Cross-Modal RetrievalComputer Vision and Pattern Recognition (CVPR), 2025 Zengrong Lin Zheng Wang Tianwen Qian Pan Mu Sixian Chan Cong Bai 187 2 0 13 Mar 2025
Narrating the Video: Boosting Text-Video Retrieval via Comprehensive Utilization of Frame-Level CaptionsComputer Vision and Pattern Recognition (CVPR), 2025 Chan hur Jeong-hun Hong Dong-hun Lee Dabin Kang Semin Myeong Sang-hyo Park Hyeyoung Park 507 5 0 07 Mar 2025
Language-based Audio Retrieval with Co-Attention Networks Haoran Sun Xiping Hu Qiuyi Chen Jianjun Chen Jia Wang Haiyang Zhang 130 0 0 31 Dec 2024
GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural NetworkNeural Networks (NN), 2024 Xianfeng Song Yi Zou Zheng Shi Zheng Liu 226 0 0 24 Dec 2024
Decomposing Relationship from 1-to-N into N 1-to-1 for Text-Video RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2024 Jian Xiao Zhenzhen Hu Jia Li Richang Hong 88 0 0 09 Oct 2024
TokenBinder: Text-Video Retrieval with One-to-Many Alignment ParadigmIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Bingqing Zhang Zhuo Cao Heming Du Xin Yu Xue Li Jiajun Liu Sen Wang VGen 182 5 0 30 Sep 2024
T2VIndexer: A Generative Video Indexer for Efficient Text-Video RetrievalACM Multimedia (MM), 2024 Yili Li Jing Yu Keke Gai Bang Liu Gang Xiong Qi Wu DiffM VGen 155 5 0 21 Aug 2024
TDS-CLIP: Temporal Difference Side Network for Efficient VideoAction Recognition Bin Wang W. Li Wenqian Wang Mingliang Gao Runmin Cong Wei Emma Zhang VLM 167 1 0 20 Aug 2024
Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment Hao Fei Shengqiong Wu Meishan Zhang Hao Fei Tat-Seng Chua Shuicheng Yan AI4TS 243 64 0 27 Jun 2024
Multi-Granularity and Multi-modal Feature Interaction Approach for Text Video Retrieval Wenjun Li Shudong Wang Dong Zhao Shenghui Xu Zhaoming Pan Zhimin Zhang 111 1 0 21 Jun 2024
RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter Meng Cao Haoran Tang Jinfa Huang Peng Jin Can Zhang Ruyang Liu Long Chen Xiaodan Liang Li-ming Yuan Ge Li 274 19 0 29 May 2024
An Empirical Study of Excitation and Aggregation Design Adaptions in CLIP4Clip for Video-Text Retrieval Xiaolun Jing Genke Yang Jian Chu CLIP 179 2 0 25 May 2024
Unified Video-Language Pre-training with Synchronized Audio Shentong Mo Haofan Wang Huaxia Li Xu Tang 236 2 0 12 May 2024
SHE-Net: Syntax-Hierarchy-Enhanced Text-Video Retrieval Xuzheng Yu Chen Jiang Xingning Dong Tian Gan Ming Yang Qingpei Guo 336 4 0 22 Apr 2024
Anchor-aware Deep Metric Learning for Audio-visual Retrieval Donghuo Zeng Yanan Wang Kazushi Ikeda Yi Yu 158 3 0 21 Apr 2024
ProTA: Probabilistic Token Aggregation for Text-Video Retrieval Han Fang Xianghao Zang Chao Ban Zerun Feng Lanxiang Zhou Zhongjiang He Yongxiang Li Hao Sun 262 3 0 18 Apr 2024
Improving Continuous Sign Language Recognition with Adapted Image Models Lianyu Hu Tongkai Shi Liqing Gao Zekang Liu Wei Feng VLM 204 9 0 12 Apr 2024
Text Is MASS: Modeling as Stochastic Embedding for Text-Video Retrieval Jiamian Wang Guohao Sun Pichao Wang Dongfang Liu S. Dianat Majid Rabbani Raghuveer M. Rao Zhiqiang Tao VGen 288 59 0 26 Mar 2024
VidLA: Video-Language Alignment at ScaleComputer Vision and Pattern Recognition (CVPR), 2024 Mamshad Nayeem Rizve Fan Fei Jayakrishnan Unnikrishnan Son Tran Benjamin Z. Yao Belinda Zeng Mubarak Shah Trishul Chilimbi VLM AI4TS 176 8 0 21 Mar 2024
M2-RAAP: A Multi-Modal Recipe for Advancing Adaptation-based Pre-training towards Effective and Efficient Zero-shot Video-text Retrieval Xingning Dong Zipeng Feng Chunluan Zhou Xuzheng Yu Ming Yang Qingpei Guo VLM 222 5 0 31 Jan 2024
Detours for Navigating Instructional VideosComputer Vision and Pattern Recognition (CVPR), 2024 Kumar Ashutosh Zihui Xue Tushar Nagarajan Kristen Grauman 414 7 0 03 Jan 2024
COMMA: Co-Articulated Multi-Modal LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Lianyu Hu Liqing Gao Zekang Liu Chi-Man Pun Wei Feng VLM 170 7 0 30 Dec 2023
D3Former: Jointly Learning Repeatable Dense Detectors and Feature-enhanced Descriptors via Saliency-guided Transformer Junjie Gao Pengfei Wang Qiujie Dong Qiong Zeng Shiqing Xin Caiming Zhang 161 0 0 20 Dec 2023
WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary KnowledgeIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Huy Le Tung Kieu Anh Nguyen Ngan Le VGen 222 6 0 15 Dec 2023
RTQ: Rethinking Video-language Understanding Based on Image-text ModelACM Multimedia (ACM MM), 2023 Xiao Wang Yaoyu Li Tian Gan Zheng Zhang Jingjing Lv Liqiang Nie 228 12 0 01 Dec 2023
Side4Video: Spatial-Temporal Side Network for Memory-Efficient Image-to-Video Transfer Learning Huanjin Yao Wenhao Wu Zhiheng Li VLM 258 13 0 27 Nov 2023
Mug-STAN: Adapting Image-Language Pretrained Models for General Video Understanding Ruyang Liu Jingjia Huang Wei-Nan Gao Thomas H. Li Ge Li VLM 221 4 0 25 Nov 2023
Sinkhorn Transformations for Single-Query Postprocessing in Text-Video RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Konstantin Yakovlev Gregory Polyakov I. Alimova Alexander Podolskiy A. Bout Sergey I. Nikolenko Irina Piontkovskaya CLIP 182 2 0 14 Nov 2023
An Empirical Study of Frame Selection for Text-to-Video RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Mengxia Wu Min Cao Yang Bai Ziyin Zeng Chen Chen Liqiang Nie Min Zhang 232 4 0 01 Nov 2023
Harvest Video Foundation Models via Efficient Post-Pretraining Yizhuo Li Kunchang Li Yinan He Yi Wang Yali Wang Limin Wang Yu Qiao Ping Luo CLIP VLM VGen 310 3 0 30 Oct 2023
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution Xiangru Jian Yimu Wang 191 6 0 20 Oct 2023
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery BanksConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yimu Wang Xiangru Jian Bo Xue 174 22 0 17 Oct 2023
OAAFormer: Robust and Efficient Point Cloud Registration Through Overlapping-Aware Attention in Transformer Junjie Gao Qiujie Dong Ruian Wang Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang 184 4 0 15 Oct 2023
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive LearningACM Multimedia (ACM MM), 2023 Chen Jiang Hong Liu Xuzheng Yu Qing Wang Yuan Cheng ... Zhongyi Liu Qingpei Guo Wei Chu Ming-Hsuan Yang Yuan Qi 309 16 0 20 Sep 2023
Unified Coarse-to-Fine Alignment for Video-Text RetrievalIEEE International Conference on Computer Vision (ICCV), 2023 Ziyang Wang Yi-Lin Sung Feng Cheng Gedas Bertasius Joey Tianyi Zhou 346 76 0 18 Sep 2023
Disentangling Spatial and Temporal Learning for Efficient Image-to-Video Transfer LearningIEEE International Conference on Computer Vision (ICCV), 2023 Zhiwu Qing Shiwei Zhang Ziyuan Huang Yingya Zhang Changxin Gao Deli Zhao Nong Sang 188 31 0 14 Sep 2023
DePT: Decoupled Prompt TuningComputer Vision and Pattern Recognition (CVPR), 2023 Ji Zhang Shihan Wu Lianli Gao Hengtao Shen Jingkuan Song VLM 224 59 0 14 Sep 2023
Multi-event Video-Text RetrievalIEEE International Conference on Computer Vision (ICCV), 2023 Gengyuan Zhang Jisen Ren Jindong Gu Volker Tresp 167 18 0 22 Aug 2023
Audio-Enhanced Text-to-Video Retrieval using Text-Conditioned Feature AlignmentIEEE International Conference on Computer Vision (ICCV), 2023 Sarah Ibrahimi Xiaohang Sun Pichao Wang Amanmeet Garg Ashutosh Sanan Mohamed Omar 234 33 0 24 Jul 2023
Video-Mined Task Graphs for Keystep Recognition in Instructional VideosNeural Information Processing Systems (NeurIPS), 2023 Kumar Ashutosh Santhosh Kumar Ramakrishnan Triantafyllos Afouras Kristen Grauman 266 35 0 17 Jul 2023