Expanding Language-Image Pretrained Models for General Video Recognition

4 August 2022

Papers citing "Expanding Language-Image Pretrained Models for General Video Recognition"

25 / 225 papers shown

Title
Deep Architectures for Content Moderation and Movie Content Rating Fatih Çagatay Akyön A. Temi̇zel 33 4 0 08 Dec 2022
Learning Video Representations from Large Language Models Yue Zhao Ishan Misra Philipp Krahenbuhl Rohit Girdhar VLM AI4TS 28 165 0 08 Dec 2022
Fine-tuned CLIP Models are Efficient Video Learners H. Rasheed Muhammad Uzair Khattak Muhammad Maaz Salman Khan F. Khan CLIP VLM 34 148 0 06 Dec 2022
Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning A. Piergiovanni Weicheng Kuo A. Angelova ViT 36 54 0 06 Dec 2022
Mitigating and Evaluating Static Bias of Action Representations in the Background and the Foreground Haoxin Li Yuan Liu Hanwang Zhang Boyang Li 30 15 0 23 Nov 2022
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang Limin Wang Yu Qiao ViT 30 107 0 17 Nov 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 87 675 0 14 Nov 2022
CLIP-Driven Fine-grained Text-Image Person Re-identification Shuanglin Yan Neng Dong Liyan Zhang Jinhui Tang 39 87 0 19 Oct 2022
REST: REtrieve & Self-Train for generative action recognition Adrian Bulat Enrique Sanchez Brais Martínez Georgios Tzimiropoulos VLM 29 4 0 29 Sep 2022
Exploring Visual Interpretability for Contrastive Language-Image Pre-training Yi Li Hualiang Wang Yiqun Duan Han Xu Xiaomeng Li CLIP VLM 98 25 0 15 Sep 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 24 64 0 04 Sep 2022
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review Enes ALTUNCU V. N. Franqueira Shujun Li 28 11 0 21 Aug 2022
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model Yinghui Xing Qirui Wu De-Chun Cheng Shizhou Zhang Guoqiang Liang Peng Wang Yanning Zhang VLM VPVLM 56 51 0 17 Aug 2022
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition Wenhao Wu Zhun Sun Wanli Ouyang VLM 103 93 0 04 Jul 2022
DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment Haoning Wu Chao-Yu Chen Liang Liao Jingwen Hou Wenxiu Sun Qiong Yan Weisi Lin ViT 30 50 0 20 Jun 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 162 360 0 24 Jan 2022
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Bin Cui Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 175 435 0 04 Dec 2021
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 192 385 0 06 Nov 2021
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Dmytro Okhonko Armen Aghajanyan Florian Metze Luke Zettlemoyer Florian Metze Luke Zettlemoyer Christoph Feichtenhofer CLIP VLM 259 558 0 28 Sep 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 152 362 0 17 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 348 2,271 0 02 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 313 3,708 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
Video Transformer Network Daniel Neimark Omri Bar Maya Zohar Dotan Asselmann ViT 204 422 0 01 Feb 2021
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications Biagio Brattoli Joseph Tighe Fedor Zhdanov Pietro Perona Krzysztof Chalupka VLM 137 127 0 03 Mar 2020