UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation

15 February 2020

Tianrui Li

Papers citing "UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation"

50 / 106 papers shown

Title
FocusedAD: Character-centric Movie Audio Description Xiaojun Ye C. Wang Yiren Song Sheng Zhou Liangcheng Li Jiajun Bu VGen 55 0 0 16 Apr 2025
F $^3$ Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos Zhaoyu Liu Kan Jiang Murong Ma Zhé Hóu Yun Lin J. Dong 37 0 0 11 Apr 2025
Multimodal Emotion Recognition using Audio-Video Transformer Fusion with Cross Attention Joe Dhanith Shravan Venkatraman Modigari Narendra Vigya Sharma Santhosh Malarvannan 81 0 0 20 Feb 2025
CrossOver: 3D Scene Cross-Modal Alignment S. Sarkar O. Mikšík Marc Pollefeys Daniel Barath Iro Armeni 3DPC 78 0 0 20 Feb 2025
Hierarchical Banzhaf Interaction for General Video-Language Representation Learning Peng Jin Hao Li Li Yuan Shuicheng Yan Jie Chen 54 1 0 31 Dec 2024
TechCoach: Towards Technical-Point-Aware Descriptive Action Coaching Yuan-Ming Li An-Lan Wang Kun-Yu Lin Yu-Ming Tang Ling-an Zeng Jian-Fang Hu Wei-Shi Zheng 96 6 0 26 Nov 2024
Procedure-Aware Surgical Video-language Pretraining with Hierarchical Knowledge Augmentation Kun Yuan V. Srivastav Nassir Navab N. Padoy 44 7 0 30 Sep 2024
End-to-end Open-vocabulary Video Visual Relationship Detection using Multi-modal Prompting Yongqi Wang Xinxiao Wu Shuo Yang Jiebo Luo 134 1 0 19 Sep 2024
Enhancing Long Video Understanding via Hierarchical Event-Based Memory Dingxin Cheng Mingda Li Jingyu Liu Yongxin Guo Bin Jiang Qingbin Liu Xi Chen Bo Zhao 35 4 0 10 Sep 2024
Ego-VPA: Egocentric Video Understanding with Parameter-efficient Adaptation Tz-Ying Wu Kyle Min Subarna Tripathi Nuno Vasconcelos EgoV 55 0 0 28 Jul 2024
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative Asmar Nadeem Faegheh Sardari R. Dawes Syed Sameed Husain Adrian Hilton Armin Mustafa 55 4 0 10 Jun 2024
Instruct-ReID++: Towards Universal Purpose Instruction-Guided Person Re-identification Weizhen He Yiheng Deng Yunfeng Yan Feng Zhu Yizhou Wang Lei Bai Qingsong Xie Donglian Qi Wanli Ouyang Shixiang Tang 95 2 0 28 May 2024
SHE-Net: Syntax-Hierarchy-Enhanced Text-Video Retrieval Xuzheng Yu Chen Jiang Xingning Dong Tian Gan Ming Yang Qingpei Guo 45 1 0 22 Apr 2024
VideoDistill: Language-aware Vision Distillation for Video Question Answering Bo Zou Chao Yang Yu Qiao Chengbin Quan Youjian Zhao VGen 47 1 0 01 Apr 2024
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause Guimin Hu Zhihong Zhu Daniel Hershcovich Hasti Seifi Jiayuan Xie 27 7 0 30 Mar 2024
A Comprehensive Survey of 3D Dense Captioning: Localizing and Describing Objects in 3D Scenes Ting Yu Xiaojun Lin Shuhui Wang Weiguo Sheng Qingming Huang Jun-chen Yu 3DV 54 10 0 12 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 52 8 0 29 Feb 2024
Video ReCap: Recursive Captioning of Hour-Long Videos Md. Mohaiminul Islam Ngan Ho Xitong Yang Tushar Nagarajan Lorenzo Torresani Gedas Bertasius VGen VLM 35 44 0 20 Feb 2024
Pretext Training Algorithms for Event Sequence Data Yimu Wang He Zhao Ruizhi Deng Frederick Tung Greg Mori AI4TS 34 0 0 16 Feb 2024
SnapCap: Efficient Snapshot Compressive Video Captioning Jianqiao Sun Yudi Su Hao Zhang Ziheng Cheng Zequn Zeng Zhengjue Wang Bo Chen Xin Yuan 32 1 0 10 Jan 2024
A Strong Baseline for Temporal Video-Text Alignment Zeqian Li Qirui Chen Tengda Han Ya-Qin Zhang Yanfeng Wang Weidi Xie AI4TS VGen 40 5 0 21 Dec 2023
Saturn Platform: Foundation Model Operations and Generative AI for Financial Services Antonio Busson Rennan Gaio Rafael H. Rocha Francisco Evangelista Bruno Rizzi Luan Carvalho Rafael Miceli Marcos Rabaioli David Favaro 28 1 0 12 Dec 2023
RGNet: A Unified Clip Retrieval and Grounding Network for Long Videos Tanveer Hannan Md. Mohaiminul Islam Thomas Seidl Gedas Bertasius 28 3 0 11 Dec 2023
Audio-Visual LLM for Video Understanding Fangxun Shu Lei Zhang Hao Jiang Cihang Xie VLM MLLM 27 38 0 11 Dec 2023
OmniVec: Learning robust representations with cross modal sharing Siddharth Srivastava Gaurav Sharma SSL 27 64 0 07 Nov 2023
RoboVQA: Multimodal Long-Horizon Reasoning for Robotics P. Sermanet Tianli Ding Jeffrey Zhao Fei Xia Debidatta Dwibedi ... Pannag R. Sanketi Karol Hausman Izhak Shafran Brian Ichter Yuan Cao LM&Ro 33 50 0 01 Nov 2023
Argumentative Stance Prediction: An Exploratory Study on Multimodality and Few-Shot Learning Arushi Sharma Abhibha Gupta Maneesh Bilalpur 19 4 0 11 Oct 2023
AutoAD II: The Sequel -- Who, When, and What in Movie Audio Description Tengda Han Max Bain Arsha Nagrani Gül Varol Weidi Xie Andrew Zisserman VGen DiffM 32 36 0 10 Oct 2023
CLEVRER-Humans: Describing Physical and Causal Events the Human Way Jiayuan Mao Xuelin Yang Xikun Zhang Noah D. Goodman Jiajun Wu NAI 24 22 0 05 Oct 2023
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning Chen Jiang Hong Liu Xuzheng Yu Qing Wang Yuan Cheng ... Zhongyi Liu Qingpei Guo Wei Chu Ming Yang Yuan Qi 29 10 0 20 Sep 2023
UnLoc: A Unified Framework for Video Localization Tasks Shengjia Yan Xuehan Xiong Arsha Nagrani Anurag Arnab Zhonghao Wang Weina Ge David A. Ross Cordelia Schmid 31 53 0 21 Aug 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 35 20 0 27 Jul 2023
Instruct-ReID: A Multi-purpose Person Re-identification Task with Instructions Weizhen He Yihe Deng Shixiang Tang Qihao Chen Qingsong Xie ... Feng Zhu Rui Zhao Wanli Ouyang Donglian Qi Yunfeng Yan 74 19 0 13 Jun 2023
VLAB: Enhancing Video Language Pre-training by Feature Adapting and Blending Xingjian He Sihan Chen Fan Ma Zhicheng Huang Xiaojie Jin Zikang Liu Dongmei Fu Yi Yang Jiaheng Liu Jiashi Feng VLM CLIP 23 17 0 22 May 2023
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime Chuhan Zhang Antoine Miech Jiajun Shen Jean-Baptiste Alayrac Pauline Luc VLM VPVLM 39 2 0 03 May 2023
Procedure-Aware Pretraining for Instructional Video Understanding Honglu Zhou Roberto Martín-Martín Mubbasir Kapadia Silvio Savarese Juan Carlos Niebles 28 38 0 31 Mar 2023
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks Weicheng Kuo A. Piergiovanni Dahun Kim Xiyang Luo Benjamin Caine ... Luowei Zhou Andrew M. Dai Zhifeng Chen Claire Cui A. Angelova MLLM VLM 29 23 0 29 Mar 2023
Text with Knowledge Graph Augmented Transformer for Video Captioning Xin Gu G. Chen Yufei Wang Libo Zhang Tiejian Luo Longyin Wen 27 47 0 22 Mar 2023
VideoXum: Cross-modal Visual and Textural Summarization of Videos Jingyang Lin Hang Hua Ming Chen Yikang Li Jenhao Hsiao C. Ho Jiebo Luo 28 30 0 21 Mar 2023
Accommodating Audio Modality in CLIP for Multimodal Processing Ludan Ruan Anwen Hu Yuqing Song Liang Zhang S. Zheng Qin Jin VLM 24 10 0 12 Mar 2023
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning Antoine Yang Arsha Nagrani Paul Hongsuck Seo Antoine Miech Jordi Pont-Tuset Ivan Laptev Josef Sivic Cordelia Schmid AI4TS VLM 39 221 0 27 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 32 8 0 20 Feb 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts Minghao Xu Xinyu Yuan Santiago Miret Jian Tang AI4TS 27 95 0 28 Jan 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images Ryota Tanaka Kyosuke Nishida Kosuke Nishida Taku Hasegawa Itsumi Saito Kuniko Saito 22 72 0 12 Jan 2023
HierVL: Learning Hierarchical Video-Language Embeddings Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman VLM AI4TS 22 52 0 05 Jan 2023
What You Say Is What You Show: Visual Narration Detection in Instructional Videos Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman 24 4 0 05 Jan 2023
Learning Trajectory-Word Alignments for Video-Language Tasks Xu Yang Zhang Li Haiyang Xu Hanwang Zhang Qinghao Ye Chenliang Li Ming Yan Yu Zhang Fei Huang Songfang Huang 30 7 0 05 Jan 2023
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation Jianzong Wu Xiangtai Li Henghui Ding Xia Li Guangliang Cheng Yu Tong Chen Change Loy VLM 85 31 0 02 Jan 2023
VideoCoCa: Video-Text Modeling with Zero-Shot Transfer from Contrastive Captioners Shen Yan Tao Zhu Zirui Wang Yuan Cao Mi Zhang Soham Ghosh Yonghui Wu Jiahui Yu VLM VGen 32 46 0 09 Dec 2022
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval Fangxun Shu Biaolong Chen Yue Liao Shuwen Xiao Wenyu Sun Xiaobo Li Yousong Zhu Jinqiao Wang Si Liu CLIP 25 11 0 02 Dec 2022