MDMMT: Multidomain Multimodal Transformer for Video Retrieval

19 March 2021

Maksim Dzabraev

M. Kalashnikov

Stepan Alekseevich Komkov

Aleksandr Petiushko

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Papers citing "MDMMT: Multidomain Multimodal Transformer for Video Retrieval"

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Title
TC-MGC: Text-Conditioned Multi-Grained Contrastive Learning for Text-Video Retrieval Xiaolun Jing Genke Yang Jian Chu 26 0 0 07 Apr 2025
Leveraging Modality Tags for Enhanced Cross-Modal Video Retrieval A. Fragomeni Dima Damen Michael Wray 33 0 0 02 Apr 2025
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey Yunkai Dang Kaichen Huang Jiahao Huo Yibo Yan S. Huang ... Kun Wang Yong Liu Jing Shao Hui Xiong Xuming Hu LRM 101 14 0 03 Dec 2024
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection Shuhan Dong Yunsong Li Weiying Xie Jiaqing Zhang Jiayuan Tian Danian Yang Jie Lei 31 1 0 15 Oct 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities Lianyu Hu Tongkai Shi Wei Feng Fanhua Shang Liang Wan VLM 31 1 0 09 Oct 2024
OneEncoder: A Lightweight Framework for Progressive Alignment of Modalities Bilal Faye Hanane Azzag M. Lebbah ObjD 32 0 0 17 Sep 2024
Multi-Scale Temporal Difference Transformer for Video-Text Retrieval Ni Wang Dongliang Liao Xing Xu 33 0 0 23 Jun 2024
An Empirical Study of Excitation and Aggregation Design Adaptions in CLIP4Clip for Video-Text Retrieval Xiaolun Jing Genke Yang Jian Chu CLIP 29 1 0 25 May 2024
MVBIND: Self-Supervised Music Recommendation For Videos Via Embedding Space Binding Jiajie Teng Huiyu Duan Yucheng Zhu Sijing Wu Guangtao Zhai 29 2 0 15 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 29 1 0 18 Apr 2024
Improving Continuous Sign Language Recognition with Adapted Image Models Lianyu Hu Tongkai Shi Liqing Gao Zekang Liu Wei Feng VLM 23 5 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 55 20 0 26 Mar 2024
Towards Zero-shot Human-Object Interaction Detection via Vision-Language Integration Weiying Xue Qi Liu Qiwei Xiong Yuxiao Wang Zhenao Wei Xiaofen Xing Xiangmin Xu VLM 36 3 0 12 Mar 2024
Multi-modal News Understanding with Professionally Labelled Videos (ReutersViLNews) Shih-Han Chou Matthew Kowal Yasmin Niknam Diana Moyano Shayaan Mehdi ... Cheng Zhang Ian Knopke S. Kocak Leonid Sigal Yalda Mohsenzadeh 35 1 0 23 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 17 1 0 10 Dec 2023
Detecting Any Human-Object Interaction Relationship: Universal HOI Detector with Spatial Prompt Learning on Foundation Models Yichao Cao Qingfei Tang Xiu Su Chen Song Shan You Xiaobo Lu Chang Xu 27 21 0 07 Nov 2023
Lost Your Style? Navigating with Semantic-Level Approach for Text-to-Outfit Retrieval Junkyu Jang Eugene Hwang Sung-Hyuk Park 22 0 0 03 Nov 2023
Encoding and Decoding Narratives: Datafication and Alternative Access Models for Audiovisual Archives Yuchen Yang 33 1 0 10 Oct 2023
Write What You Want: Applying Text-to-video Retrieval to Audiovisual Archives Yuchen Yang VGen 19 7 0 09 Oct 2023
Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval Hao Li Marie-Jeanne Lesot Lianli Gao Xiaosu Zhu Christophe Marsala EDL 16 11 0 29 Sep 2023
Unified Coarse-to-Fine Alignment for Video-Text Retrieval Ziyang Wang Yi-Lin Sung Feng Cheng Gedas Bertasius Mohit Bansal 95 44 0 18 Sep 2023
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval Nina Shvetsova Anna Kukleva Bernt Schiele Hilde Kuehne DiffM 23 3 0 16 Sep 2023
Re-mine, Learn and Reason: Exploring the Cross-modal Semantic Correlations for Language-guided HOI detection Yichao Cao Qingfei Tang Fengyuan Yang Xiu Su Shan You Xiaobo Lu Chang Xu 24 16 0 25 Jul 2023
No-frills Temporal Video Grounding: Multi-Scale Neighboring Attention and Zoom-in Boundary Detection Qi Zhang S. Zheng Qin Jin 17 1 0 20 Jul 2023
Mask to reconstruct: Cooperative Semantics Completion for Video-text Retrieval Han Fang Zhifei Yang Xianghao Zang Chao Ban Hao Sun VGen 31 2 0 13 May 2023
Dialogue-to-Video Retrieval Chenyang Lyu Manh-Duy Nguyen Van-Tu Ninh Liting Zhou C. Gurrin Jennifer Foster 32 1 0 23 Mar 2023
CLIP4MC: An RL-Friendly Vision-Language Model for Minecraft Ziluo Ding Hao Luo Ke Li Junpeng Yue Tiejun Huang Zongqing Lu VLM 23 11 0 19 Mar 2023
Weakly-Supervised HOI Detection from Interaction Labels Only and Language/Vision-Language Priors Mesut Erhan Unal Adriana Kovashka VLM 18 5 0 09 Mar 2023
Deep Learning for Video-Text Retrieval: a Review Cunjuan Zhu Qi Jia Wei-Neng Chen Yanming Guo Yu Liu 24 14 0 24 Feb 2023
STOA-VLP: Spatial-Temporal Modeling of Object and Action for Video-Language Pre-training Weihong Zhong Mao Zheng Duyu Tang Xuan Luo Heng Gong Xiaocheng Feng Bing Qin 27 8 0 20 Feb 2023
Video-Text Retrieval by Supervised Sparse Multi-Grained Learning Yimu Wang Peng Shi 13 5 0 19 Feb 2023
Tagging before Alignment: Integrating Multi-Modal Tags for Video-Text Retrieval Yizhen Chen Jie Wang Lijian Lin Zhongang Qi Jin Ma Ying Shan VLM 21 18 0 30 Jan 2023
HADA: A Graph-based Amalgamation Framework in Image-text Retrieval Manh-Duy Nguyen Binh T. Nguyen C. Gurrin VLM 28 4 0 11 Jan 2023
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection Kevin Hyekang Joo Khoa T. Vo Kashu Yamazaki Ngan Le 19 38 0 09 Dec 2022
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction Shuliang Ning Mengcheng Lan Yanran Li Chaofeng Chen Qian Chen Xunlai Chen Xiaoguang Han Shuguang Cui 30 20 0 09 Dec 2022
SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training Yuanze Lin Chen Wei Huiyu Wang Alan Yuille Cihang Xie 3DGS 28 15 0 21 Nov 2022
Multimodal Transformer for Parallel Concatenated Variational Autoencoders Stephen D. Liang J. Mendel ViT 19 5 0 28 Oct 2022
RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval Xing Wu Chaochen Gao Zijia Lin Zhongyuan Wang Jizhong Han Songlin Hu 29 7 0 13 Oct 2022
Learning to Locate Visual Answer in Video Corpus Using Question Bin Li Yixuan Weng Bin Sun Shutao Li 6 5 0 11 Oct 2022
MuMUR : Multilingual Multimodal Universal Retrieval Avinash Madasu Estelle Aflalo Gabriela Ben-Melech Stan Shachar Rosenman Shao-Yen Tseng Gedas Bertasius Vasudev Lal 39 3 0 24 Aug 2022
M2HF: Multi-level Multi-modal Hybrid Fusion for Text-Video Retrieval Shuo Liu Weize Quan Mingyuan Zhou Sihong Chen Jian Kang Zhenlan Zhao Chen Chen Dong-Ming Yan 17 0 0 16 Aug 2022
Boosting Video-Text Retrieval with Explicit High-Level Semantics Haoran Wang Di Xu Dongliang He Fu Li Zhong Ji Jungong Han Errui Ding 24 11 0 08 Aug 2022
TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval Yuqi Liu Pengfei Xiong Luhui Xu Shengming Cao Qin Jin 25 113 0 16 Jul 2022
X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval Yiwei Ma Guohai Xu Xiaoshuai Sun Ming Yan Ji Zhang Rongrong Ji CLIP VLM 15 268 0 15 Jul 2022
Learning to Retrieve Videos by Asking Questions Avinash Madasu Junier Oliva Gedas Bertasius VGen 30 16 0 11 May 2022
Attract me to Buy: Advertisement Copywriting Generation with Multimodal Multi-structured Information Zhipeng Zhang Xinglin Hou K. Niu Zhongzhen Huang T. Ge Yuning Jiang Qi Wu Peifeng Wang 26 4 0 07 May 2022
Learn to Understand Negation in Video Retrieval Ziyue Wang Aozhu Chen Fan Hu Xirong Li SSL 11 12 0 30 Apr 2022
Relevance-based Margin for Contrastively-trained Video Retrieval Models Alex Falcon Swathikiran Sudhakaran G. Serra Sergio Escalera O. Lanz 34 7 0 27 Apr 2022
Tencent Text-Video Retrieval: Hierarchical Cross-Modal Interactions with Multi-Level Representations Jie Jiang Shaobo Min Weijie Kong Dihong Gong Hongfa Wang Zhifeng Li Wei Liu VLM 20 18 0 07 Apr 2022
ECLIPSE: Efficient Long-range Video Retrieval using Sight and Sound Yan-Bo Lin Jie Lei Mohit Bansal Gedas Bertasius 41 39 0 06 Apr 2022