Text-Conditioned Resampler For Long Form Video Understanding

Text-Conditioned Resampler For Long Form Video Understanding

19 December 2023

Andrew Zisserman

Federico Tombari

Papers citing "Text-Conditioned Resampler For Long Form Video Understanding"

17 / 17 papers shown

Title
FRAG: Frame Selection Augmented Generation for Long Video and Long Document Understanding De-An Huang Subhashree Radhakrishnan Zhiding Yu Jan Kautz VGen VLM 76 0 0 24 Apr 2025
PAVE: Patching and Adapting Video Large Language Models Zhuoming Liu Yiquan Li Khoi Duc Nguyen Yiwu Zhong Yin Li KELM LRM 79 0 0 25 Mar 2025
VTD-CLIP: Video-to-Text Discretization via Prompting CLIP Wencheng Zhu Yuexin Wang Hongxuan Li Pengfei Zhu Q. Hu CLIP 48 0 0 24 Mar 2025
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning Yiwu Zhong Zhuoming Liu Yin Li Liwei Wang 82 2 0 04 Dec 2024
SEAL: Semantic Attention Learning for Long Video Representation Lan Wang Yujia Chen Wen-Sheng Chu Vishnu Naresh Boddeti Du Tran VLM 70 0 0 02 Dec 2024
VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos Ziyang Wang Shoubin Yu Elias Stengel-Eskin Jaehong Yoon Feng Cheng Gedas Bertasius Mohit Bansal 40 56 0 29 May 2024
BRAVE: Broadening the visual encoding of vision-language models Ouguzhan Fatih Kar A. Tonioni Petra Poklukar Achin Kulshrestha Amir Zamir Federico Tombari MLLM VLM 42 25 0 10 Apr 2024
VideoAgent: A Memory-augmented Multimodal Agent for Video Understanding Yue Fan Xiaojian Ma Rujie Wu Yuntao Du Jiaqi Li Zhi Gao Qing Li VLM LLMAG 46 55 0 18 Mar 2024
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios Qilang Ye Zitong Yu Rui Shao Xinyu Xie Philip H. S. Torr Xiaochun Cao MLLM 30 24 0 07 Mar 2024
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 244 4,186 0 30 Jan 2023
HiTeA: Hierarchical Temporal-Aware Video-Language Pre-training Qinghao Ye Guohai Xu Ming Yan Haiyang Xu Qi Qian Ji Zhang Fei Huang VLM AI4TS 155 69 0 30 Dec 2022
Capturing Temporal Information in a Single Frame: Channel Sampling Strategies for Action Recognition Kiyoon Kim Shreyank N. Gowda Oisin Mac Aodha Laura Sevilla-Lara 22 9 0 25 Jan 2022
SCENIC: A JAX Library for Computer Vision Research and Beyond Mostafa Dehghani A. Gritsenko Anurag Arnab Matthias Minderer Yi Tay 41 67 0 18 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 221 1,017 0 13 Oct 2021
Pix2seq: A Language Modeling Framework for Object Detection Ting-Li Chen Saurabh Saxena Lala Li David J. Fleet Geoffrey E. Hinton MLLM ViT VLM 233 341 0 22 Sep 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 293 3,683 0 11 Feb 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 278 1,939 0 09 Feb 2021