Distilling Vision-Language Pre-training to Collaborate with Weakly-Supervised Temporal Action Localization

19 December 2022

Papers citing "Distilling Vision-Language Pre-training to Collaborate with Weakly-Supervised Temporal Action Localization"

50 / 84 papers shown

Title
Multi-modal Prompting for Low-Shot Temporal Action Localization Chen Ju Zeqian Li Peisen Zhao Ya Zhang Xiaopeng Zhang Qi Tian Yanfeng Wang Weidi Xie 48 19 0 21 Mar 2023
DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery Chaofan Ma Yu-Hao Yang Chen Ju Feifan Zhang Jinxian Liu Yu Wang Ya Zhang Yanfeng Wang DiffM 39 37 0 17 Mar 2023
Constraint and Union for Partially-Supervised Temporal Sentence Grounding Chen Ju Haicheng Wang Jinxian Liu Chaofan Ma Ya Zhang Peisen Zhao Jianlong Chang Qi Tian 32 15 0 20 Feb 2023
Frozen CLIP Models are Efficient Video Learners Ziyi Lin Shijie Geng Renrui Zhang Peng Gao Gerard de Melo Xiaogang Wang Jifeng Dai Yu Qiao Hongsheng Li CLIP VLM 50 203 0 06 Aug 2022
LocVTP: Video-Text Pre-training for Temporal Localization Meng Cao Tianyu Yang Junwu Weng Can Zhang Jue Wang Yuexian Zou 39 64 0 21 Jul 2022
Exploiting Transformation Invariance and Equivariance for Self-supervised Sound Localisation Jinxian Liu Chen Ju Weidi Xie Ya Zhang 43 38 0 26 Jun 2022
CoCa: Contrastive Captioners are Image-Text Foundation Models Jiahui Yu Zirui Wang Vijay Vasudevan Legg Yeung Mojtaba Seyedhosseini Yonghui Wu VLM CLIP OffRL 102 1,279 0 04 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 198 3,458 0 29 Apr 2022
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance Katherine Crowson Stella Biderman Daniel Kornis Dashiell Stander Eric Hallahan Louis Castricato Edward Raff CLIP 89 375 0 18 Apr 2022
An Empirical Study of End-to-End Temporal Action Detection Xiaolong Liu S. Bai Xiang Bai 50 59 0 06 Apr 2022
TALLFormer: Temporal Action Localization with a Long-memory Transformer Feng Cheng Gedas Bertasius ViT 42 93 0 04 Apr 2022
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization Junyu Gao Mengyuan Chen Changsheng Xu 25 66 0 31 Mar 2022
ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization Bo He Xitong Yang Le Kang Zhiyu Cheng Xingfa Zhou Abhinav Shrivastava 42 77 0 29 Mar 2022
GEN-VLKT: Simplify Association and Enhance Interaction Understanding for HOI Detection Yue Liao Aixi Zhang Miao Lu Yongliang Wang Xiaobo Li Si Liu VLM 38 126 0 26 Mar 2022
MotionCLIP: Exposing Human Motion Generation to CLIP Space Guy Tevet Brian Gordon Amir Hertz Amit H. Bermano Daniel Cohen-Or CLIP 84 335 0 15 Mar 2022
RCL: Recurrent Continuous Localization for Temporal Action Detection Qiang Wang Yanhao Zhang Yun Zheng Pan Pan ObjD 39 38 0 14 Mar 2022
Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation Linjiang Huang Liang Wang Hongsheng Li AI4TS 35 66 0 06 Mar 2022
ActionFormer: Localizing Moments of Actions with Transformers Chen-Da Liu-Zhang Jianxin Wu Yin Li ViT 43 336 0 16 Feb 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 88 859 0 07 Feb 2022
ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action Localization Zichen Yang Jie Qin Di Huang 46 57 0 21 Dec 2021
Temporal Action Proposal Generation with Background Constraint Haosen Yang Wenhao Wu Lining Wang Sheng Jin Boyang Xia Huanjin Yao Hujie Huang 78 27 0 15 Dec 2021
More Control for Free! Image Synthesis with Semantic Diffusion Guidance Xihui Liu Dong Huk Park S. Azadi Gong Zhang Arman Chopikyan Yuxiao Hu Humphrey Shi Anna Rohrbach Trevor Darrell DiffM 58 253 0 10 Dec 2021
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CLIP 90 383 0 09 Dec 2021
Prompting Visual-Language Models for Efficient Video Understanding Chen Ju Tengda Han Kunhao Zheng Ya Zhang Weidi Xie VPVLM VLM 45 371 0 08 Dec 2021
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 154 564 0 02 Dec 2021
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 92 467 0 02 Dec 2021
Simple but Effective: CLIP Embeddings for Embodied AI Apoorv Khandelwal Luca Weihs Roozbeh Mottaghi Aniruddha Kembhavi VLM LM&Ro 54 220 0 18 Nov 2021
FILIP: Fine-grained Interactive Language-Image Pre-Training Lewei Yao Runhu Huang Lu Hou Guansong Lu Minzhe Niu Hang Xu Xiaodan Liang Zhenguo Li Xin Jiang Chunjing Xu VLM CLIP 48 627 0 09 Nov 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 169 367 0 17 Sep 2021
Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization Linjiang Huang Liang Wang Hongsheng Li 71 76 0 14 Aug 2021
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization Pilhyeon Lee H. Byun 61 64 0 11 Aug 2021
Enriching Local and Global Contexts for Temporal Action Localization Zixin Zhu Wei Tang Le Wang N. Zheng G. Hua 46 109 0 27 Jul 2021
Cross-modal Consensus Network for Weakly Supervised Temporal Action Localization Fa-Ting Hong Jialuo Feng Dan Xu Ying Shan Weishi Zheng 68 85 0 27 Jul 2021
Action Unit Memory Network for Weakly Supervised Temporal Action Localization Wang Luo Tianzhu Zhang Wenfei Yang Jingen Liu Tao Mei Feng Wu Yongdong Zhang 57 79 0 29 Apr 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 244 906 0 28 Apr 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 353 796 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 402 3,952 0 18 Apr 2021
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization Chen Ju Peisen Zhao Siheng Chen Ya Zhang Xiaoyun Zhang Qi Tian WSOL 57 19 0 06 Apr 2021
The Blessings of Unlabeled Background in Untrimmed Videos Yuan Liu Jingyuan Chen Zhenfang Chen Bing Deng Jianqiang Huang Hanwang Zhang CML 49 43 0 24 Mar 2021
Temporal Context Aggregation Network for Temporal Action Proposal Refinement Zhiwu Qing Haisheng Su Weihao Gan Dongliang Wang Wei Wu Xiang Wang Yu Qiao Junjie Yan Changxin Gao Nong Sang 86 174 0 24 Mar 2021
Learning Salient Boundary Feature for Anchor-free Temporal Action Localization Chuming Lin C. Xu Donghao Luo Yabiao Wang Ying Tai Chengjie Wang Jilin Li Feiyue Huang Yanwei Fu 49 251 0 24 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 390 28,659 0 26 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 372 3,778 0 11 Feb 2021
Relaxed Transformer Decoders for Direct Action Proposal Generation Jing Tan Jiaqi Tang Limin Wang Gangshan Wu ViT 81 178 0 03 Feb 2021
A Hybrid Attention Mechanism for Weakly-Supervised Temporal Action Localization Ashraful Islam Chengjiang Long Richard J. Radke 51 124 0 03 Jan 2021
Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses Chen Ju Peisen Zhao Ya Zhang Yanfeng Wang Qi Tian 26 27 0 15 Dec 2020
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations Sanath Narayan Hisham Cholakkal Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 42 54 0 11 Dec 2020
TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks Humam Alwassel Silvio Giancola Guohao Li 50 124 0 23 Nov 2020
Boundary-sensitive Pre-training for Temporal Localization in Videos Mengmeng Xu Juan-Manuel Perez-Rua Victor Escorcia Brais Martínez Xiatian Zhu Li Zhang Guohao Li Tao Xiang 38 61 0 21 Nov 2020
Open-Vocabulary Object Detection Using Captions Alireza Zareian Kevin Dela Rosa Derek Hao Hu Shih-Fu Chang VLM ObjD 80 423 0 20 Nov 2020