GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization

26 April 2021

Papers citing "GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization"

39 / 39 papers shown

Title
Longer Version for "Deep Context-Encoding Network for Retinal Image Captioning" Jia-Hong Huang Ting-Wei Wu Chao-Han Huck Yang Marcel Worring MedIm 59 28 0 30 May 2021
Contextualized Keyword Representations for Multi-modal Retinal Image Captioning Jia-Hong Huang Ting-Wei Wu Marcel Worring MedIm 113 26 0 26 Apr 2021
Video Summarization Using Deep Neural Networks: A Survey Evlampios Apostolidis E. Adamantidou Alexandros I. Metsai Vasileios Mezaris Ioannis Patras AI4TS 139 214 0 15 Jan 2021
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation Jia-Hong Huang Chao-Han Huck Yang Fangyu Liu Meng Tian Yi-Chieh Liu ... Kang Wang Hiromasa Morikawa Hernghua Chang Jesper N. Tegnér M. Worring MedIm 52 48 0 01 Nov 2020
Query-controllable Video Summarization Jia-Hong Huang Marcel Worring 34 46 0 07 Apr 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 530 10,591 0 17 Feb 2020
Weakly Supervised Video Summarization by Hierarchical Reinforcement Learning Yiyan Chen Li Tao Xueting Wang T. Yamasaki OffRL 50 54 0 12 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 553 42,639 0 03 Dec 2019
Assessing the Robustness of Visual Question Answering Models Jia-Hong Huang Modar Alfadly Guohao Li Marcel Worring AAML OOD 79 24 0 30 Nov 2019
How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings Kawin Ethayarajh 91 875 0 02 Sep 2019
Hierarchical Recurrent Neural Network for Video Summarization Bin Zhao Xuelong Li Xiaoqiang Lu 57 177 0 28 Apr 2019
Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization Li-xin Yuan Francis E. H. Tay Ping Li Li Zhou Jiashi Feng 75 113 0 17 Apr 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 137 735 0 21 Mar 2019
Synthesizing New Retinal Symptom Images by Multiple Generative Models Yi-Chieh Liu Hao-Hsiang Yang Chao-Han Huck Yang Jia-Hong Huang Meng Tian Hiromasa Morikawa Y. Tsai Jesper N. Tegnér GAN MedIm 36 21 0 11 Feb 2019
Discriminative Feature Learning for Unsupervised Video Summarization Yunjae Jung Donghyeon Cho Dahun Kim Sanghyun Woo In So Kweon 52 132 0 24 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Auto-Classification of Retinal Diseases in the Limit of Sparse Data Using a Two-Streams Machine Learning Model Chao-Han Huck Yang Fangyu Liu Jia-Hong Huang Meng Tian Hiromasa Morikawa I-Hung Lin Yi-Chieh Liu Hao-Hsiang Yang Jesper N. Tegnér 66 18 0 16 Aug 2018
Video Summarisation by Classification with Deep Reinforcement Learning Kaiyang Zhou Tao Xiang Andrea Cavallaro OffRL 47 36 0 09 Jul 2018
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases Chao-Han Huck Yang Jia-Hong Huang Fangyu Liu Fang-Yi Chiu Mengya Gao Weifeng Lyu I-Hung Lin Jesper N. Tegnér 73 27 0 17 Jun 2018
Video Summarization by Learning from Unpaired Data Mrigank Rochan Yang Wang 70 120 0 30 May 2018
Dilated Temporal Relational Adversarial Network for Generic Video Summarization Yujia Zhang Michael C. Kampffmeyer Xiaodan Liang Dingwen Zhang Min Tan Eric Xing ViT 66 49 0 30 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,565 0 15 Feb 2018
Deep Reinforcement Learning for Unsupervised Video Summarization with Diversity-Representativeness Reward Kaiyang Zhou Yu Qiao Tao Xiang 72 430 0 29 Dec 2017
Summarizing First-Person Videos from Third Persons' Points of Views Hsuan-I Ho Wei-Chen Chiu Y. Wang EgoV 3DH 53 30 0 24 Nov 2017
A Novel Framework for Robustness Analysis of Visual QA Models Jia-Hong Huang Cuong Duc Dao Modar Alfadly Guohao Li AAML OOD 69 34 0 16 Nov 2017
Robustness Analysis of Visual QA Models by Basic Questions Jia-Hong Huang Cuong Duc Dao Modar Alfadly C. Huck Yang Guohao Li OOD 55 24 0 14 Sep 2017
Video Summarization with Attention-Based Encoder-Decoder Networks Zhong Ji Kailin Xiong Yanwei Pang Xuelong Li 66 307 0 31 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 803 132,454 0 12 Jun 2017
Collaborative Summarization of Topic-Related Videos Yikang Shen Amit K. Roy-Chowdhury EgoV 56 79 0 09 Jun 2017
Query-adaptive Video Summarization via Quality-aware Relevance Estimation A. Vasudevan Michael Gygli Anna Volokitin Luc Van Gool 85 93 0 01 May 2017
VQABQ: Visual Question Answering by Basic Questions Jia-Hong Huang Modar Alfadly Guohao Li 47 25 0 19 Mar 2017
Video Summarization using Deep Semantic Features Mayu Otani Yuta Nakashima Esa Rahtu J. Heikkilä N. Yokoya 50 114 0 28 Sep 2016
Video Summarization with Long Short-term Memory Ke Zhang Wei-Lun Chao Fei Sha Kristen Grauman 112 689 0 26 May 2016
Summary Transfer: Exemplar-based Subset Selection for Video Summarization Ke Zhang Wei-Lun Chao Fei Sha Kristen Grauman 63 220 0 10 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 233 5,509 0 03 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,573 0 16 Oct 2013
Determinantal point processes for machine learning Alex Kulesza B. Taskar 272 1,140 0 25 Jul 2012