UnLoc: A Unified Framework for Video Localization Tasks

21 August 2023

Papers citing "UnLoc: A Unified Framework for Video Localization Tasks"

48 / 48 papers shown

Title
TEMPURA: Temporal Event Masked Prediction and Understanding for Reasoning in Action Jen-Hao Cheng Vivian Wang Huayu Wang Huapeng Zhou Yi-Hao Peng ... Wenhao Chai Yi-Ling Chen Vibhav Vineet Qin Cai Jenq-Neng Hwang AI4TS 93 0 0 02 May 2025
HierSum: A Global and Local Attention Mechanism for Video Summarization Apoorva Beedu Irfan Essa 62 0 0 25 Apr 2025
Grounding-MD: Grounded Video-language Pre-training for Open-World Moment Detection Weijun Zhuang Qizhang Li Xin Li Ming-Yu Liu Xiaopeng Hong Feng Gao Fan Yang W. Zuo 30 0 0 20 Apr 2025
Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval WonJun Moon Cheol-Ho Cho Woojin Jun Minho Shim Taeoh Kim Inwoong Lee Dongyoon Wee Jae-Pil Heo 29 0 0 17 Apr 2025
Text-Derived Relational Graph-Enhanced Network for Skeleton-Based Action Segmentation Haoyu Ji Bowen Chen Weihong Ren Wenze Huang Zhihao Yang Zhiyong Wang Honghai Liu 44 0 0 19 Mar 2025
Measure Twice, Cut Once: Grasping Video Structures and Event Semantics with LLMs for Video Temporal Localization Zongshang Pang Mayu Otani Yuta Nakashima 51 0 0 12 Mar 2025
TimeLoc: A Unified End-to-End Framework for Precise Timestamp Localization in Long Videos Chen-Da Liu-Zhang Lin Sui Shuming Liu Fangzhou Mu Z. Wang Bernard Ghanem 44 1 0 09 Mar 2025
Data Augmentation for Instruction Following Policies via Trajectory Segmentation Niklas Höpner Ilaria Tiddi H. V. Hoof 39 0 0 25 Feb 2025
LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection Pengcheng Zhao Zhixian He Fuwei Zhang Shujin Lin Fan Zhou 38 1 0 18 Jan 2025
Multimodal Fusion and Coherence Modeling for Video Topic Segmentation Hai Yu Chong Deng Qinglin Zhang Jiaqing Liu Qian Chen Wen Wang 57 0 0 31 Dec 2024
VideoLights: Feature Refinement and Cross-Task Alignment Transformer for Joint Video Highlight Detection and Moment Retrieval Dhiman Paul Md Rizwan Parvez Nabeel Mohammed Shafin Rahman VGen 67 0 0 02 Dec 2024
Vid-Morp: Video Moment Retrieval Pretraining from Unlabeled Videos in the Wild Peijun Bao Chenqi Kong Zihao Shao Boon Poh Ng Meng Hwa Er Alex C. Kot 54 2 0 01 Dec 2024
Seq2Time: Sequential Knowledge Transfer for Video LLM Temporal Grounding Andong Deng Zhongpai Gao Anwesa Choudhuri Benjamin Planche Meng Zheng Bin Wang Terrence Chen C. L. P. Chen Ziyan Wu AI4TS 77 1 0 25 Nov 2024
Exploiting VLM Localizability and Semantics for Open Vocabulary Action Detection Wentao Bao K. Li Yuxiao Chen Deep Patel Martin Renqiang Min Yu Kong VLM ObjD 42 2 0 17 Nov 2024
TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning Xiangyu Zeng Kunchang Li Chenting Wang Xinhao Li Tianxiang Jiang ... Zhengrong Yue Yi Wang Yali Wang Yu Qiao Limin Wang MLLM VLM AI4TS 69 14 0 25 Oct 2024
Zero-shot Action Localization via the Confidence of Large Vision-Language Models Josiah Aklilu Xiaohan Wang Serena Yeung-Levy 57 1 0 18 Oct 2024
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation Bowen Chen Haoyu Ji Zhiyong Wang Benjamin Filtjens C. Wang Weihong Ren Bart Vanrumste Honghai Liu 48 0 0 08 Oct 2024
VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation Shiwei Wu Joya Chen Kevin Qinghong Lin Qimeng Wang Yan Gao Qianli Xu Tong Bill Xu Yao Hu Enhong Chen Mike Zheng Shou VLM 47 12 0 29 Aug 2024
Text-Enhanced Zero-Shot Action Recognition: A training-free approach Massimo Bosetti Shibingfeng Zhang Bendetta Liberatori Giacomo Zara Elisa Ricci Paolo Rota VLM 47 0 0 29 Aug 2024
Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding Kaijing Ma Haojian Huang Jin Chen Haodong Chen Pengliang Ji ... Han Fang Chao Ban Hao Sun Mulin. Chen Xuelong Li 37 7 0 29 Aug 2024
ActPrompt: In-Domain Feature Adaptation via Action Cues for Video Temporal Grounding Yubin Wang Xinyang Jiang De Cheng Dongsheng Li Cairong Zhao VLM 19 1 0 13 Aug 2024
Exploring Scalability of Self-Training for Open-Vocabulary Temporal Action Localization Jeongseok Hyun Su Ho Han Hyolim Kang Joon-Young Lee Seon Joo Kim VLM 34 2 0 09 Jul 2024
Described Spatial-Temporal Video Detection Wei Ji Xiangyan Liu Yingfei Sun Jiajun Deng You Qin Ammar Nuwanna Mengyao Qiu Lina Wei Roger Zimmermann 32 2 0 08 Jul 2024
SHINE: Saliency-aware HIerarchical NEgative Ranking for Compositional Temporal Grounding Zixu Cheng Yujiang Pu Shaogang Gong Parisa Kordjamshidi Yu Kong AI4TS 30 0 0 06 Jul 2024
VideoLLM-online: Online Video Large Language Model for Streaming Video Joya Chen Zhaoyang Lv Shiwei Wu Kevin Qinghong Lin Chenan Song Difei Gao Jia-Wei Liu Ziteng Gao Dongxing Mao Mike Zheng Shou MLLM MoMe 40 47 0 17 Jun 2024
Localizing Events in Videos with Multimodal Queries Gengyuan Zhang Mang Ling Ada Fok Yan Xia Yansong Tang Daniel Cremers Philip H. S. Torr Volker Tresp Jindong Gu 24 1 0 14 Jun 2024
Context-Enhanced Video Moment Retrieval with Large Language Models Weijia Liu Bo Miao Jiuxin Cao Xueling Zhu Bo Liu Mehwish Nasim Ajmal Saeed Mian 29 2 0 21 May 2024
Test-Time Zero-Shot Temporal Action Localization Benedetta Liberatori Alessandro Conti Paolo Rota Yiming Wang Elisa Ricci 24 3 0 08 Apr 2024
UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection Yingsen Zeng Yujie Zhong Chengjian Feng Lin Ma 58 7 0 07 Apr 2024
$R^2$ -Tuning: Efficient Image-to-Video Transfer Learning for Video Temporal Grounding Ye Liu Jixuan He Wanhua Li Junsik Kim D. Wei Hanspeter Pfister Chang Wen Chen 34 13 0 31 Mar 2024
LITA: Language Instructed Temporal-Localization Assistant De-An Huang Shijia Liao Subhashree Radhakrishnan Hongxu Yin Pavlo Molchanov Zhiding Yu Jan Kautz VLM 45 49 0 27 Mar 2024
OmniVid: A Generative Framework for Universal Video Understanding Junke Wang Dongdong Chen Chong Luo Bo He Lu Yuan Zuxuan Wu Yu-Gang Jiang VLM VGen 69 14 0 26 Mar 2024
TFCounter:Polishing Gems for Training-Free Object Counting Pan Ting Jianfeng Lin Wenhao Yu Wenlong Zhang Xiaoying Chen Jinlu Zhang Binqiang Huang 35 0 0 12 Mar 2024
Detours for Navigating Instructional Videos Kumar Ashutosh Zihui Xue Tushar Nagarajan Kristen Grauman 21 6 0 03 Jan 2024
Grounding-Prompter: Prompting LLM with Multimodal Information for Temporal Sentence Grounding in Long Videos Houlun Chen Xin Wang Hong Chen Zihan Song Jia Jia Wenwu Zhu LRM 31 10 0 28 Dec 2023
Grounded Question-Answering in Long Egocentric Videos Shangzhe Di Weidi Xie 37 23 0 11 Dec 2023
BAM-DETR: Boundary-Aligned Moment Detection Transformer for Temporal Sentence Grounding in Videos Pilhyeon Lee Hyeran Byun 19 10 0 30 Nov 2023
Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding WonJun Moon Sangeek Hyun Subeen Lee Jae-Pil Heo 19 4 0 15 Nov 2023
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection WonJun Moon Sangeek Hyun S. Park Dongchan Park Jae-Pil Heo ViT 41 106 0 24 Mar 2023
A CLIP-Hitchhiker's Guide to Long Video Retrieval Max Bain Arsha Nagrani Gül Varol Andrew Zisserman CLIP 118 62 0 17 May 2022
SCENIC: A JAX Library for Computer Vision Research and Beyond Mostafa Dehghani A. Gritsenko Anurag Arnab Matthias Minderer Yi Tay 41 68 0 18 Oct 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 245 558 0 28 Sep 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 149 362 0 17 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 309 780 0 18 Apr 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 3,689 0 11 Feb 2021
Gaussian Temporal Awareness Networks for Action Localization Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 125 319 0 09 Sep 2019
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation Tianwei Lin Xu Zhao Haisheng Su Chongjing Wang Ming Yang 135 700 0 08 Jun 2018
Feature Pyramid Networks for Object Detection Tsung-Yi Lin Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 166 21,785 0 09 Dec 2016