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TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval
IEEE International Conference on Computer Vision (ICCV), 2021
16 April 2021
Ioana Croitoru
Simion-Vlad Bogolin
Marius Leordeanu
Hailin Jin
Andrew Zisserman
Samuel Albanie
Yang Liu
VGen
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Papers citing
"TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval"
50 / 77 papers shown
Information-Theoretic Criteria for Knowledge Distillation in Multimodal Learning
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Dual Learning with Dynamic Knowledge Distillation and Soft Alignment for Partially Relevant Video Retrieval
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Lei Huang
Daizong Liu
Xianke Chen
Xun Yang
Changting Lin
Xun Wang
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127
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14 Oct 2025
Hybrid-Tower: Fine-grained Pseudo-query Interaction and Generation for Text-to-Video Retrieval
Bangxiang Lan
Ruobing Xie
Ruixiang Zhao
Xingwu Sun
Zhanhui Kang
Gang Yang
Xirong Li
110
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0
05 Sep 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
164
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20 Aug 2025
Hubness Reduction with Dual Bank Sinkhorn Normalization for Cross-Modal Retrieval
Zhengxin Pan
Haishuai Wang
Fangyu Wu
Peng Zhang
Jiajun Bu
162
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0
04 Aug 2025
Quantifying and Narrowing the Unknown: Interactive Text-to-Video Retrieval via Uncertainty Minimization
Bingqing Zhang
Zhuo Cao
Heming Du
Y. Li
Xue Li
Jiajun Liu
Sen Wang
259
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21 Jul 2025
Leveraging Auxiliary Information in Text-to-Video Retrieval: A Review
A. Fragomeni
Dima Damen
Michael Wray
243
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0
29 May 2025
TC-MGC: Text-Conditioned Multi-Grained Contrastive Learning for Text-Video Retrieval
Information Fusion (Inf. Fusion), 2025
Xiaolun Jing
Genke Yang
Jian Chu
234
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07 Apr 2025
Leveraging Modality Tags for Enhanced Cross-Modal Video Retrieval
A. Fragomeni
Dima Damen
Michael Wray
500
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Rethinking Knowledge in Distillation: An In-context Sample Retrieval Perspective
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Songze Li
Lin Wang
325
0
0
13 Jan 2025
Hierarchical Banzhaf Interaction for General Video-Language Representation Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Peng Jin
Haoyang Li
Li Yuan
Shuicheng Yan
Jie Chen
414
4
0
31 Dec 2024
Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence
AAAI Conference on Artificial Intelligence (AAAI), 2024
Wenbo Huang
Jinghui Zhang
Ge Li
Lei Zhang
Shuoyuan Wang
Fang Dong
Jiahui Jin
Takahiro Ogawa
Miki Haseyama
Mamba
547
5
0
10 Dec 2024
Beyond Coarse-Grained Matching in Video-Text Retrieval
Asian Conference on Computer Vision (ACCV), 2024
Aozhu Chen
Hazel Doughty
Xirong Li
Cees G. M. Snoek
307
0
0
16 Oct 2024
TokenBinder: Text-Video Retrieval with One-to-Many Alignment Paradigm
IEEE 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
210
6
0
30 Sep 2024
Learning Video Context as Interleaved Multimodal Sequences
S. Shao
Pengchuan Zhang
Y. Li
Xide Xia
A. Meso
Ziteng Gao
Jinheng Xie
N. Holliman
Mike Zheng Shou
248
12
0
31 Jul 2024
SOAP: Enhancing Spatio-Temporal Relation and Motion Information Capturing for Few-Shot Action Recognition
ACM Multimedia (MM), 2024
Wenbo Huang
Jinghui Zhang
Xuwei Qian
Zhen Wu
Meng Wang
Lei Zhang
322
9
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23 Jul 2024
Enhancing Video-Language Representations with Structural Spatio-Temporal Alignment
Hao Fei
Shengqiong Wu
Meishan Zhang
Hao Fei
Tat-Seng Chua
Shuicheng Yan
AI4TS
283
66
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27 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
317
19
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29 May 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
285
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18 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
338
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26 Mar 2024
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning
AAAI Conference on Artificial Intelligence (AAAI), 2024
Kaibin Tian
Yanhua Cheng
Yi Liu
Xinglin Hou
Quan Chen
Han Li
152
14
0
01 Jan 2024
Leveraging Generative Language Models for Weakly Supervised Sentence Component Analysis in Video-Language Joint Learning
Zaber Ibn Abdul Hakim
Najibul Haque Sarker
Rahul Pratap Singh
Bishmoy Paul
Ali Dabouei
Min Xu
347
1
0
10 Dec 2023
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shuhuai Ren
Sishuo Chen
Shicheng Li
Xu Sun
Lu Hou
ViT
239
41
0
29 Oct 2023
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution
Xiangru Jian
Yimu Wang
259
6
0
20 Oct 2023
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yimu Wang
Xiangru Jian
Bo Xue
204
22
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17 Oct 2023
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning
IEEE Access (IEEE Access), 2023
Yanan Wang
Donghuo Zeng
Shinya Wada
Satoshi Kurihara
201
12
0
27 Sep 2023
Unified Coarse-to-Fine Alignment for Video-Text Retrieval
IEEE International Conference on Computer Vision (ICCV), 2023
Ziyang Wang
Yi-Lin Sung
Feng Cheng
Gedas Bertasius
Joey Tianyi Zhou
383
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18 Sep 2023
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval
IEEE International Conference on Computer Vision (ICCV), 2023
Nina Shvetsova
Anna Kukleva
Bernt Schiele
Hilde Kuehne
DiffM
232
6
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16 Sep 2023
Simple Baselines for Interactive Video Retrieval with Questions and Answers
IEEE International Conference on Computer Vision (ICCV), 2023
Kaiqu Liang
Samuel Albanie
201
8
0
21 Aug 2023
JEDI: Joint Expert Distillation in a Semi-Supervised Multi-Dataset Student-Teacher Scenario for Video Action Recognition
L. Bicsi
B. Alexe
Radu Tudor Ionescu
Marius Leordeanu
257
2
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09 Aug 2023
TeachCLIP: Multi-Grained Teaching for Efficient Text-to-Video Retrieval
Kaibin Tian
Rui Zhao
Hu Hu
Runquan Xie
Fengzong Lian
Zhanhui Kang
Xirong Li
CLIP
98
1
0
02 Aug 2023
Audio-Enhanced Text-to-Video Retrieval using Text-Conditioned Feature Alignment
IEEE International Conference on Computer Vision (ICCV), 2023
Sarah Ibrahimi
Xiaohang Sun
Pichao Wang
Amanmeet Garg
Ashutosh Sanan
Mohamed Omar
287
34
0
24 Jul 2023
Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Peng Jin
Hao Li
Ze-Long Cheng
Jinfa Huang
Zhennan Wang
Li-ming Yuan
Chang-rui Liu
Jie Chen
282
52
0
20 May 2023
Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval
ACM Multimedia (ACM MM), 2023
Han Fang
Zhifei Yang
Xianghao Zang
Chao Ban
Hao Sun
VGen
246
5
0
13 May 2023
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval
Jae Myung Kim
A. Sophia Koepke
Cordelia Schmid
Zeynep Akata
256
44
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06 Apr 2023
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning
Computer Vision and Pattern Recognition (CVPR), 2023
Peng Jin
Jinfa Huang
Pengfei Xiong
Shangxuan Tian
Chang-rui Liu
Xiang Ji
Li-ming Yuan
Jie Chen
278
81
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25 Mar 2023
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model
IEEE International Conference on Computer Vision (ICCV), 2023
Peng Jin
Hao Li
Ze-Long Cheng
Kehan Li
Xiang Ji
Chang-rui Liu
Li-ming Yuan
Jie Chen
DiffM
VGen
348
84
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17 Mar 2023
Deep Learning for Video-Text Retrieval: a Review
International Journal of Multimedia Information Retrieval (IJMIR), 2023
Cunjuan Zhu
Qi Jia
Wei Chen
Yanming Guo
Yu Liu
230
31
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24 Feb 2023
Video-Text Retrieval by Supervised Sparse Multi-Grained Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yimu Wang
Peng Shi
238
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19 Feb 2023
Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval
AAAI Conference on Artificial Intelligence (AAAI), 2023
Yizhen Chen
Jie Wang
Lijian Lin
Chen Ma
Jin Ma
Ying Shan
VLM
257
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30 Jan 2023
UATVR: Uncertainty-Adaptive Text-Video Retrieval
IEEE International Conference on Computer Vision (ICCV), 2023
Bo Fang
Wenhao Wu
Chang-rui Liu
Can Ma
Yuxin Song
Weiping Wang
Min Yang
Xiang Ji
Jingdong Wang
267
84
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16 Jan 2023
Normalized Contrastive Learning for Text-Video Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yookoon Park
Mahmoud Azab
Bo Xiong
Seungwhan Moon
Florian Metze
Gourab Kundu
Kirmani Ahmed
177
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30 Nov 2022
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
Neural Information Processing Systems (NeurIPS), 2022
Peng Jin
Jinfa Huang
Fenglin Liu
Xian Wu
Shen Ge
Guoli Song
David Clifton
Jing Chen
VLM
307
87
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21 Nov 2022
RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xing Wu
Chaochen Gao
Zijia Lin
Zhongyuan Wang
Jizhong Han
Songlin Hu
162
10
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13 Oct 2022
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning
Neural Information Processing Systems (NeurIPS), 2022
Yuchong Sun
Hongwei Xue
Ruihua Song
Bei Liu
Huan Yang
Jianlong Fu
AI4TS
VLM
297
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12 Oct 2022
Fighting FIRe with FIRE: Assessing the Validity of Text-to-Video Retrieval Benchmarks
Findings (Findings), 2022
Pedro Rodriguez
Mahmoud Azab
Becka Silvert
Renato Sanchez
Linzy Labson
Hardik Shah
Seungwhan Moon
226
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10 Oct 2022
ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval
Asian Conference on Computer Vision (ACCV), 2022
A. Fragomeni
Michael Wray
Dima Damen
CLIP
ViT
158
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09 Oct 2022
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Andrew Rouditchenko
Yung-Sung Chuang
Nina Shvetsova
Samuel Thomas
Rogerio Feris
Brian Kingsbury
Leonid Karlinsky
David Harwath
Hilde Kuehne
James R. Glass
VLM
218
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07 Oct 2022
Text-Adaptive Multiple Visual Prototype Matching for Video-Text Retrieval
Neural Information Processing Systems (NeurIPS), 2022
Che-Hsien Lin
Ancong Wu
Junwei Liang
Jun Zhang
Wenhang Ge
Wei Zheng
Chunhua Shen
218
38
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27 Sep 2022
OmniVL:One Foundation Model for Image-Language and Video-Language Tasks
Neural Information Processing Systems (NeurIPS), 2022
Junke Wang
Dongdong Chen
Zuxuan Wu
Chong Luo
Luowei Zhou
Yucheng Zhao
Yujia Xie
Ce Liu
Yu-Gang Jiang
Lu Yuan
MLLM
VLM
294
178
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15 Sep 2022
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