Two Causal Principles for Improving Visual Dialog

24 November 2019

Papers citing "Two Causal Principles for Improving Visual Dialog"

38 / 38 papers shown

Title
Interpreting Low-level Vision Models with Causal Effect Maps Jinfan Hu Jinjin Gu Shiyao Yu Fanghua Yu Zheyuan Li Zhiyuan You Chaochao Lu Chao Dong CML 154 2 0 29 Jul 2024
Selective Query-guided Debiasing for Video Corpus Moment Retrieval Sunjae Yoon Jiajing Hong Eunseop Yoon Dahyun Kim Junyeong Kim Hee Suk Yoon Changdong Yoo 91 21 0 17 Oct 2022
Visual Commonsense R-CNN Tan Wang Jianqiang Huang Hanwang Zhang Qianru Sun SSL ObjD CML 55 249 0 27 Feb 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 77 693 0 27 Feb 2020
Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers Divyat Mahajan Chenhao Tan Amit Sharma OOD CML 89 205 0 06 Dec 2019
Causal Induction from Visual Observations for Goal Directed Tasks Sunjay Cauligi Yuke Zhu D. Stefan Tamara Rezk CML LRM 62 64 0 03 Oct 2019
Factor Graph Attention Idan Schwartz Seunghak Yu Tamir Hazan Alex Schwing 59 110 0 11 Apr 2019
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 64 117 0 11 Apr 2019
Image-Question-Answer Synergistic Network for Visual Dialog Dalu Guo Chang Xu Dacheng Tao 46 74 0 26 Feb 2019
Dual Attention Networks for Visual Reference Resolution in Visual Dialog Gi-Cheon Kang Jaeseo Lim Byoung-Tak Zhang 41 72 0 25 Feb 2019
Making History Matter: History-Advantage Sequence Training for Visual Dialog Tianhao Yang Zhengjun Zha Hanwang Zhang OffRL 50 8 0 25 Feb 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog Zhe Gan Yu Cheng Ahmed El Kholy Linjie Li Jingjing Liu Jianfeng Gao 42 104 0 01 Feb 2019
A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms Yoshua Bengio T. Deleu Nasim Rahaman Nan Rosemary Ke Sébastien Lachapelle O. Bilaniuk Anirudh Goyal C. Pal CML OOD 93 334 0 30 Jan 2019
Recursive Visual Attention in Visual Dialog Yulei Niu Hanwang Zhang Manli Zhang Jianhong Zhang Zhiwu Lu Ji-Rong Wen 69 119 0 06 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 140 698 0 06 Dec 2018
Learning to Compose Dynamic Tree Structures for Visual Contexts Kaihua Tang Hanwang Zhang Baoyuan Wu Wenhan Luo Wen Liu 69 501 0 05 Dec 2018
Exploring Visual Relationship for Image Captioning Ting Yao Yingwei Pan Yehao Li Tao Mei 74 831 0 19 Sep 2018
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Satwik Kottur José M. F. Moura Devi Parikh Dhruv Batra Marcus Rohrbach 54 165 0 06 Sep 2018
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering Unnat Jain Svetlana Lazebnik Alex Schwing MLLM 60 81 0 29 Mar 2018
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning Qi Wu Peng Wang Chunhua Shen Ian Reid Anton Van Den Hengel GAN 52 129 0 21 Nov 2017
Visual Reference Resolution using Attention Memory for Visual Dialog Paul Hongsuck Seo Andreas M. Lehrmann Bohyung Han Leonid Sigal 59 123 0 23 Sep 2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 86 382 0 09 Aug 2017
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering Zhou Yu Jun-chen Yu Jianping Fan Dacheng Tao 67 666 0 04 Aug 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 111 4,208 0 25 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 626 130,942 0 12 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 61 137 0 05 Jun 2017
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 142 996 0 26 Nov 2016
GuessWhat?! Visual object discovery through multi-modal dialogue H. D. Vries Florian Strub A. Chandar Olivier Pietquin Hugo Larochelle Aaron Courville VLM 91 428 0 23 Nov 2016
Dual Attention Networks for Multimodal Reasoning and Matching Hyeonseob Nam Jung-Woo Ha Jeonghee Kim 91 666 0 02 Nov 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 107 1,608 0 31 May 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 194 5,726 0 23 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.9K 193,426 0 10 Dec 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 463 62,122 0 04 Jun 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 170 5,452 0 03 May 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 312 10,050 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.4K 149,842 0 22 Dec 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 213 6,770 0 03 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 369 43,524 0 01 May 2014