视频大模型

NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification

Rongcheng Lin, Jing Xiao, Jianping Fan

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments ECCV 2018 workshop

Unsupervised Adversarial Visual Level Domain Adaptation for Learning Video Object Detectors from Images

Avisek Lahiri, Charan Reddy, Prabir Kumar Biswas

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments * First two authors contributed equally

Learnable Pooling Methods for Video Classification

Sebastian Kmiec, Juhan Bae, Ruijian An

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Presented at Youtube 8M ECCV18 Workshop

Large-Scale Video Classification with Feature Space Augmentation coupled with Learned Label Relations and Ensembling

Choongyeun Cho, Benjamin Antin, Sanchit Arora, Shwan Ashrafi, Peilin Duan, Dang The Huynh, Lee James, Hang Tuan Nguyen, Mojtaba Solgi, Cuong Van Than

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Massively Parallel Video Networks

Joao Carreira, Viorica Patraucean, Laurent Mazare, Andrew Zisserman, Simon Osindero

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Fixed typos in densenet model definition in appendix

Temporal Sequence Distillation: Towards Few-Frame Action Recognition in Videos

Zhaoyang Zhang, Zhanghui Kuang, Ping Luo, Litong Feng, Wei Zhang

专题命中 视频理解 ：long video(abstract)；分类 cs.CV

Comments Accepted by ACM Multimedia

Query-Conditioned Three-Player Adversarial Network for Video Summarization

Yujia Zhang, Michael Kampffmeyer, Xiaodan Liang, Min Tan, Eric P. Xing

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments 13 pages, 3 figures, BMVC 2018

Exploiting Spatial-Temporal Modelling and Multi-Modal Fusion for Human Action Recognition

Dongliang He, Fu Li, Qijie Zhao, Xiang Long, Yi Fu, Shilei Wen

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

VirtualHome: Simulating Household Activities via Programs

Xavier Puig, Kevin Ra, Marko Boben, Jiaman Li, Tingwu Wang, Sanja Fidler, Antonio Torralba

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments CVPR 2018 (Oral)

DenseImage Network: Video Spatial-Temporal Evolution Encoding and Understanding

Xiaokai Chen, Ke Gao

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments 7 pages

Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning

Wanjia Liu, Huaijin Chen, Rishab Goel, Yuzhong Huang, Ashok Veeraraghavan, Ankit Patel

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning

Xin Wang, Yuan-Fang Wang, William Yang Wang

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments NAACL 2018

Learnable pooling with Context Gating for video classification

Antoine Miech, Ivan Laptev, Josef Sivic

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Presented at Youtube 8M CVPR17 Workshop. Kaggle Winning model. Under review for TPAMI

Scene-centric Joint Parsing of Cross-view Videos

Hang Qi, Yuanlu Xu, Tao Yuan, Tianfu Wu, Song-Chun Zhu

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Accepted by AAAI 2018

Kill Two Birds With One Stone: Boosting Both Object Detection Accuracy and Speed With adaptive Patch-of-Interest Composition

Shihao Zhang, Weiyao Lin, Ping Lu, Weihua Li, Shuo Deng

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments The project page for this paper is available at http://min.sjtu.edu.cn/lwydemo/Dete/demo/detection.html

Grounded Objects and Interactions for Video Captioning

Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments arXiv admin note: substantial text overlap with arXiv:1711.06330

Multi-kernel learning of deep convolutional features for action recognition

Biswa Sengupta, Yu Qian

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments ICCV 2017 Workshop on Video and Language Understanding: MovieQA and the Large Scale Movie Description Challenge

End-to-End Video Classification with Knowledge Graphs

Fang Yuan, Zhe Wang, Jie Lin, Luis Fernando D'Haro, Kim Jung Jae, Zeng Zeng, Vijay Chandrasekhar

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments 9 pages, 5 figures

Impact of Three-Dimensional Video Scalability on Multi-View Activity Recognition using Deep Learning

Jun-Ho Choi, Manri Cheon, Min-Su Choi, Jong-Seok Lee

专题命中 视频理解 ：video understanding(abstract)；分类 cs.MM

Comments Accepted as a Thematic Workshops paper at ACM MM 2017

Learning without Prejudice: Avoiding Bias in Webly-Supervised Action Recognition

Christian Rupprecht, Ansh Kapil, Nan Liu, Lamberto Ballan, Federico Tombari

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Submitted to CVIU SI: Computer Vision and the Web

Learning from Video and Text via Large-Scale Discriminative Clustering

Antoine Miech, Jean-Baptiste Alayrac, Piotr Bojanowski, Ivan Laptev, Josef Sivic

专题命中 视频理解 ：text-to-video(abstract)；分类 cs.CV

Comments To appear in ICCV 2017

Video Representation Learning and Latent Concept Mining for Large-scale Multi-label Video Classification

Po-Yao Huang, Ye Yuan, Zhenzhong Lan, Lu Jiang, Alexander G. Hauptmann

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Cultivating DNN Diversity for Large Scale Video Labelling

Mikel Bober-Irizar, Sameed Husain, Eng-Jon Ong, Miroslaw Bober

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments CVPR 2017 Youtube-8M Workshop

Deep Learning Methods for Efficient Large Scale Video Labeling

Miha Skalic, Marcin Pekalski, Xingguo E. Pan

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments 7 pages, 5 tables, 1 figure

Discriminatively Learned Hierarchical Rank Pooling Networks

Basura Fernando, Stephen Gould

专题命中 视频理解 ：long video(abstract)；分类 cs.CV

Comments International Journal of Computer Vision

Video Object Segmentation using Supervoxel-Based Gerrymandering

Brent A. Griffin, Jason J. Corso

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Temporal Tessellation: A Unified Approach for Video Analysis

Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Ordered Pooling of Optical Flow Sequences for Action Recognition

Jue Wang, Anoop Cherian, Fatih Porikli

专题命中 视频理解 ：long video(abstract)；分类 cs.CV

Comments Accepted in WACV 2017

Towards Reading Hidden Emotions: A comparative Study of Spontaneous Micro-expression Spotting and Recognition Methods

Xiaobai Li, Xiaopeng Hong, Antti Moilanen, Xiaohua Huang, Tomas Pfister, Guoying Zhao, Matti Pietikäinen

专题命中 视频理解 ：long video(abstract)；分类 cs.CV

The THUMOS Challenge on Action Recognition for Videos "in the Wild"

Haroon Idrees, Amir R. Zamir, Yu-Gang Jiang, Alex Gorban, Ivan Laptev, Rahul Sukthankar, Mubarak Shah

专题命中 视频理解 ：video understanding(abstract)；分类 cs.CV

Comments Preprint submitted to Computer Vision and Image Understanding