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GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient
  Partially Relevant Video Retrieval
v1v2 (latest)

GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval

AAAI Conference on Artificial Intelligence (AAAI), 2023
8 October 2023
Yuting Wang
Jinpeng Wang
Bin Chen
Ziyun Zeng
Shu-Tao Xia
ArXiv (abs)PDFHTMLGithub (17★)

Papers citing "GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval"

14 / 14 papers shown
Mitigating Semantic Collapse in Partially Relevant Video Retrieval
Mitigating Semantic Collapse in Partially Relevant Video Retrieval
WonJun Moon
MinSeok Jung
Gilhan Park
Tae-Young Kim
Cheol-Ho Cho
Woojin Jun
Jae-Pil Heo
171
1
0
31 Oct 2025
Dual Learning with Dynamic Knowledge Distillation and Soft Alignment for Partially Relevant Video Retrieval
Dual Learning with Dynamic Knowledge Distillation and Soft Alignment for Partially Relevant Video Retrieval
Jianfeng Dong
Lei Huang
Daizong Liu
Xianke Chen
Xun Yang
Changting Lin
Xun Wang
Meng Wang
116
0
0
14 Oct 2025
Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning
Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning
Long Zhang
Peipei Song
Jianfeng Dong
Kun Li
Xun Yang
174
3
0
01 Sep 2025
ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval
ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval
Yi Pan
Yujia Zhang
Michael C. Kampffmeyer
Xiaoguang Zhao
116
0
0
26 Aug 2025
HLFormer: Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
HLFormer: Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning
Jun Li
Jinpeng Wang
Chaolei Tan
Niu Lian
Long Chen
Yaowei Wang
Min Zhang
Shu-Tao Xia
Bin Chen
242
4
0
23 Jul 2025
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2025
CH Cho
WJ Moon
W Jun
MS Jung
JP Heo
160
4
0
09 Jun 2025
MamFusion: Multi-Mamba with Temporal Fusion for Partially Relevant Video Retrieval
MamFusion: Multi-Mamba with Temporal Fusion for Partially Relevant Video Retrieval
Xinru Ying
Jiaqi Mo
Jingyang Lin
Canghong Jin
Fangfang Wang
Lina Wei
209
0
0
04 Jun 2025
Uneven Event Modeling for Partially Relevant Video Retrieval
Uneven Event Modeling for Partially Relevant Video Retrieval
Sa Zhu
Huashan Chen
Wanqian Zhang
Jinchao Zhang
Zexian Yang
Xiaoshuai Hao
Bo Li
213
1
0
01 Jun 2025
Enhanced Partially Relevant Video Retrieval through Inter- and Intra-Sample Analysis with Coherence Prediction
Enhanced Partially Relevant Video Retrieval through Inter- and Intra-Sample Analysis with Coherence Prediction
Junlong Ren
Gangjian Zhang
Yitao Hu
Jian Shu
Jian Shu
Hui Xiong
375
2
0
28 Apr 2025
Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval
Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval
WonJun Moon
Cheol-Ho Cho
Woojin Jun
Minho Shim
Taeoh Kim
Inwoong Lee
Dongyoon Wee
Jae-Pil Heo
284
3
0
17 Apr 2025
Towards Efficient Partially Relevant Video Retrieval with Active Moment Discovering
Towards Efficient Partially Relevant Video Retrieval with Active Moment DiscoveringIEEE transactions on multimedia (TMM), 2025
Peipei Song
Li Zhang
Long Lan
Weidong Chen
D. Guo
Xun Yang
Meng Wang
186
9
0
15 Apr 2025
CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework
CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based FrameworkComputer Vision and Pattern Recognition (CVPR), 2025
Yanlong Xu
Haoxuan Qu
Qingbin Liu
Wenxiao Zhang
Xun Yang
969
3
0
04 Mar 2025
Event-aware Video Corpus Moment Retrieval
Event-aware Video Corpus Moment Retrieval
Danyang Hou
Liang Pang
Huawei Shen
Xueqi Cheng
250
3
0
21 Feb 2024
Vision-Language Models Learn Super Images for Efficient Partially
  Relevant Video Retrieval
Vision-Language Models Learn Super Images for Efficient Partially Relevant Video RetrievalACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) (TOMM), 2023
Taichi Nishimura
Shota Nakada
Masayoshi Kondo
VLM
312
6
0
01 Dec 2023
1