Title
video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model Guangzhi Sun Yudong Yang Jimin Zhuang Changli Tang Yong Li W. Li Z. Ma Chao Zhang LRM MLLM VLM 64 4 0 17 Feb 2025
MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation Weijia Wu Mingyu Liu Zeyu Zhu Xi Xia Haoen Feng Wen Wang Kevin Qinghong Lin Chunhua Shen Mike Zheng Shou DiffM VGen 122 1 0 22 Nov 2024
Temporal Reasoning Transfer from Text to Video Lei Li Yuanxin Liu Linli Yao Peiyuan Zhang Chenxin An Lean Wang Xu Sun Lingpeng Kong Qi Liu LRM 48 7 0 08 Oct 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 46 5 0 31 Jul 2024
Causal Understanding For Video Question Answering Bhanu Prakash Reddy Guda Tanmay Kulkarni Adithya Sampath Swarnashree Mysore Sathyendra CML 54 0 0 23 Jul 2024
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning Chaoyi Zhang K. Lin Zhengyuan Yang Jianfeng Wang Linjie Li Chung-Ching Lin Zicheng Liu Lijuan Wang VGen 23 28 0 29 Nov 2023
MM-VID: Advancing Video Understanding with GPT-4V(ision) Kevin Qinghong Lin Faisal Ahmed Linjie Li Chung-Ching Lin E. Azarnasab ... Lin Liang Zicheng Liu Yumao Lu Ce Liu Lijuan Wang MLLM 28 63 0 30 Oct 2023
VDialogUE: A Unified Evaluation Benchmark for Visually-grounded Dialogue Yunshui Li Binyuan Hui Zhaochao Yin Wanwei He Run Luo Yuxing Long Min Yang Fei Huang Yongbin Li 26 1 0 14 Sep 2023
Advances and Challenges in Meta-Learning: A Technical Review Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rögnvaldsson K. Santosh OffRL 29 70 0 10 Jul 2023
Hierarchical Video-Moment Retrieval and Step-Captioning Abhaysinh Zala Jaemin Cho Satwik Kottur Xilun Chen Barlas Ouguz Yasher Mehdad Joey Tianyi Zhou 3DV 20 51 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
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
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning Yuchong Sun Hongwei Xue Ruihua Song Bei Liu Huan Yang Jianlong Fu AI4TS VLM 20 68 0 12 Oct 2022
Hierarchical3D Adapters for Long Video-to-text Summarization Pinelopi Papalampidi Mirella Lapata VGen 31 12 0 10 Oct 2022
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling Tsu-jui Fu Linjie Li Zhe Gan Kevin Qinghong Lin William Yang Wang Lijuan Wang Zicheng Liu VLM 26 64 0 04 Sep 2022
A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval Alex Falcon G. Serra Oswald Lanz VGen 42 25 0 03 Aug 2022
Video Question Answering with Iterative Video-Text Co-Tokenization A. Piergiovanni K. Morton Weicheng Kuo Michael S. Ryoo A. Angelova 31 18 0 01 Aug 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Yogesh S Rawat M. Shah SSL 36 131 0 18 Jun 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid 36 228 0 16 Jun 2022
LAVENDER: Unifying Video-Language Understanding as Masked Language Modeling Linjie Li Zhe Gan Kevin Qinghong Lin Chung-Ching Lin Zicheng Liu Ce Liu Lijuan Wang MLLM VLM 20 81 0 14 Jun 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 72 528 0 13 Jun 2022
Revisiting the "Video" in Video-Language Understanding S. Buch Cristobal Eyzaguirre Adrien Gaidon Jiajun Wu L. Fei-Fei Juan Carlos Niebles 32 158 0 03 Jun 2022
VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models Wangchunshu Zhou Yan Zeng Shizhe Diao Xinsong Zhang CoGe VLM 32 13 0 30 May 2022
GIT: A Generative Image-to-text Transformer for Vision and Language Jianfeng Wang Zhengyuan Yang Xiaowei Hu Linjie Li Kevin Qinghong Lin Zhe Gan Zicheng Liu Ce Liu Lijuan Wang VLM 59 528 0 27 May 2022
i-Code: An Integrative and Composable Multimodal Learning Framework Ziyi Yang Yuwei Fang Chenguang Zhu Reid Pryzant Dongdong Chen ... Bin Xiao Yuanxun Lu Takuya Yoshioka Michael Zeng Xuedong Huang 40 45 0 03 May 2022
Relevance-based Margin for Contrastively-trained Video Retrieval Models Alex Falcon Swathikiran Sudhakaran G. Serra Sergio Escalera Oswald Lanz 40 7 0 27 Apr 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models Chunyuan Li Haotian Liu Liunian Harold Li Pengchuan Zhang J. Aneja ... Ping Jin Houdong Hu Zicheng Liu Yong Jae Lee Jianfeng Gao 32 145 0 19 Apr 2022
All in One: Exploring Unified Video-Language Pre-training Alex Jinpeng Wang Yixiao Ge Rui Yan Yuying Ge Xudong Lin Guanyu Cai Jianping Wu Ying Shan Xiaohu Qie Mike Zheng Shou 36 200 0 14 Mar 2022
On Steering Multi-Annotations per Sample for Multi-Task Learning Yuan Li Yiwen Guo Qizhang Li Hongzhi Zhang W. Zuo 25 0 0 06 Mar 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Emanuele Bugliarello Fangyu Liu Jonas Pfeiffer Siva Reddy Desmond Elliott E. Ponti Ivan Vulić MLLM VLM ELM 48 62 0 27 Jan 2022
Boundary-aware Self-supervised Learning for Video Scene Segmentation Jonghwan Mun Minchul Shin Gunsoo Han Sangho Lee S. Ha Joonseok Lee Eun-Sol Kim SSL 49 20 0 14 Jan 2022
Co-training Transformer with Videos and Images Improves Action Recognition Bowen Zhang Jiahui Yu Christopher Fifty Wei Han Andrew M. Dai Ruoming Pang Fei Sha ViT 28 54 0 14 Dec 2021
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM VPVLM 35 343 0 13 Dec 2021
VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling Tsu-jui Fu Linjie Li Zhe Gan Kevin Qinghong Lin Luu Anh Tuan Lijuan Wang Zicheng Liu VLM 51 218 0 24 Nov 2021
A CLIP-Enhanced Method for Video-Language Understanding Guohao Li Feng He Zhifan Feng CLIP 26 12 0 14 Oct 2021
Survey: Transformer based Video-Language Pre-training Ludan Ruan Qin Jin VLM ViT 72 44 0 21 Sep 2021
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval Huaishao Luo Lei Ji Ming Zhong Yang Chen Wen Lei Nan Duan Tianrui Li CLIP VLM 326 781 0 18 Apr 2021
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora Ouyang Xuan Shuohuan Wang Chao Pang Yu Sun Hao Tian Hua Wu Haifeng Wang 62 100 0 31 Dec 2020
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020) Samuel Albanie Yang Liu Arsha Nagrani Antoine Miech Ernesto Coto ... Kaixu Cui Hui Liu Chen Wang Yudong Jiang Xiaoshuai Hao 34 9 0 03 Aug 2020
Multi-modal Transformer for Video Retrieval Valentin Gabeur Chen Sun Alahari Karteek Cordelia Schmid ViT 424 596 0 21 Jul 2020
TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 119 275 0 24 Jan 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,984 0 20 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016