Title
SALMONN: Towards Generic Hearing Abilities for Large Language Models Changli Tang Wenyi Yu Guangzhi Sun Xianzhao Chen Tian Tan Wei Li Lu Lu Zejun Ma Chao Zhang LM&MA AuLLM 39 200 0 20 Oct 2023
Frozen Transformers in Language Models Are Effective Visual Encoder Layers Ziqi Pang Ziyang Xie Yunze Man Yu-xiong Wang 47 25 0 19 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 35 117 0 16 Oct 2023
Fine-grained Audio-Visual Joint Representations for Multimodal Large Language Models Guangzhi Sun Wenyi Yu Changli Tang Xianzhao Chen Tian Tan Wei Li Lu Lu Zejun Ma Chao Zhang 28 12 0 09 Oct 2023
A Survey on Deep Learning Techniques for Action Anticipation Zeyun Zhong Manuel Martin Michael Voit Juergen Gall Jürgen Beyerer 24 7 0 29 Sep 2023
MSG-BART: Multi-granularity Scene Graph-Enhanced Encoder-Decoder Language Model for Video-grounded Dialogue Generation Hongcheng Liu Zhe Chen Hui Li Pingjie Wang Yanfeng Wang Yu Wang VGen 43 1 0 26 Sep 2023
Connecting Speech Encoder and Large Language Model for ASR Wenyi Yu Changli Tang Guangzhi Sun Xianzhao Chen T. Tan Wei Li Lu Lu Zejun Ma Chao Zhang AuLLM 11 64 0 25 Sep 2023
ImageBind-LLM: Multi-modality Instruction Tuning Jiaming Han Renrui Zhang Wenqi Shao Peng Gao Peng-Tao Xu ... Yafei Wen Xiaoxin Chen Xiangyu Yue Hongsheng Li Yu Qiao MLLM 49 116 0 07 Sep 2023
Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy Leo Fillioux E. Gontran J. Cartry J. Mathieu Sabrina Bedja A. Boilève P. Cournède F. Jaulin Stergios Christodoulidis Maria Vakalopoulou 22 6 0 28 Aug 2023
Memory-and-Anticipation Transformer for Online Action Understanding Jiahao Wang Guo Chen Yifei Huang Liming Wang Tong Lu OffRL 59 37 0 15 Aug 2023
Temporally-Adaptive Models for Efficient Video Understanding Ziyuan Huang Shiwei Zhang Liang Pan Zhiwu Qing Yingya Zhang Ziwei Liu Marcelo H. Ang 28 9 0 10 Aug 2023
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World Weiyun Wang Min Shi Qingyun Li Wen Wang Zhenhang Huang ... Zhiguo Cao Yushi Chen Tong Lu Jifeng Dai Yu Qiao LRM MLLM 43 84 0 03 Aug 2023
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? Qi Zhao Shijie Wang Ce Zhang Changcheng Fu Minh Quan Do Nakul Agarwal Kwonjoon Lee Chen Sun LM&Ro 51 49 0 31 Jul 2023
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation Yi Wang Yinan He Yizhuo Li Kunchang Li Jiashuo Yu ... Ping Luo Ziwei Liu Yali Wang Limin Wang Yu Qiao VLM VGen 33 244 0 13 Jul 2023
ChatGPT in the Age of Generative AI and Large Language Models: A Concise Survey S. Mohamadi G. Mujtaba Ngan Le Gianfranco Doretto Don Adjeroh LM&MA AI4MH 23 21 0 09 Jul 2023
What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? Yan Zeng Hanbo Zhang Jiani Zheng Jiangnan Xia Guoqiang Wei Yang Wei Yuchen Zhang Tao Kong MLLM 19 71 0 05 Jul 2023
NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory Santhosh Kumar Ramakrishnan Ziad Al-Halah Kristen Grauman 117 39 0 02 Jan 2023
Real-time Online Video Detection with Temporal Smoothing Transformers Yue Zhao Philipp Krahenbuhl ViT 69 57 0 19 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 76 172 0 16 Oct 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 229 1,019 0 13 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,623 0 24 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,700 0 11 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,982 0 09 Feb 2021
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation Tianwei Lin Xu Zhao Haisheng Su Chongjing Wang Ming Yang 139 700 0 08 Jun 2018
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016