Learning to Reason: End-to-End Module Networks for Visual Question Answering

18 April 2017

Papers citing "Learning to Reason: End-to-End Module Networks for Visual Question Answering"

28 / 128 papers shown

Title
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization S. Ramakrishnan Aishwarya Agrawal Stefan Lee AAML 20 235 0 08 Oct 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 46 599 0 04 Oct 2018
How clever is the FiLM model, and how clever can it be? A. Kuhnle Huiyuan Xie Ann A. Copestake 30 6 0 09 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 33 55 0 06 Sep 2018
Context-Aware Visual Policy Network for Sequence-Level Image Captioning Daqing Liu Zhengjun Zha Hanwang Zhang Yongdong Zhang Feng Wu CLIP 38 103 0 16 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 31 71 0 14 Aug 2018
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 82 1,154 0 19 Jun 2018
Visual Reasoning by Progressive Module Networks Seung Wook Kim Makarand Tapaswi Sanja Fidler ReLM LRM 36 13 0 06 Jun 2018
Semantic Parsing with Syntax- and Table-Aware SQL Generation Yibo Sun Duyu Tang Nan Duan Jianshu Ji Guihong Cao Xiaocheng Feng Bing Qin Ting Liu M. Zhou 19 78 0 23 Apr 2018
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering Duy-Kien Nguyen Takayuki Okatani 30 279 0 03 Apr 2018
HOUDINI: Lifelong Learning as Program Synthesis Lazar Valkov Dipak Chaudhari Akash Srivastava Charles Sutton Swarat Chaudhuri 24 79 0 31 Mar 2018
Motion-Appearance Co-Memory Networks for Video Question Answering J. Gao Runzhou Ge Kan Chen Ram Nevatia 41 240 0 29 Mar 2018
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 35 29 0 16 Mar 2018
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning David Mascharka Philip Tran Ryan Soklaski Arjun Majumdar 45 207 0 14 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 32 573 0 08 Mar 2018
Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions Sjoerd van Steenkiste Michael Chang Klaus Greff Jürgen Schmidhuber BDL OCL DRL 34 290 0 28 Feb 2018
Dual Recurrent Attention Units for Visual Question Answering Ahmed Osman Wojciech Samek 36 30 0 01 Feb 2018
Interactive Grounded Language Acquisition and Generalization in a 2D World Haonan Yu Haichao Zhang Wenyuan Xu LLMAG LM&Ro 30 77 0 31 Jan 2018
Neural Algebra of Classifiers Rodrigo Santa Cruz Basura Fernando A. Cherian Stephen Gould CoGe OCL 29 11 0 26 Jan 2018
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 33 365 0 24 Jan 2018
Asking the Difficult Questions: Goal-Oriented Visual Question Generation via Intermediate Rewards Junjie Zhang Qi Wu Chunhua Shen Jian Zhang Jianfeng Lu Anton Van Den Hengel LRM 40 29 0 21 Nov 2017
Weakly-supervised Semantic Parsing with Abstract Examples Omer Goldman Veronica Latcinnik Udi Naveh Amir Globerson Jonathan Berant NAI 29 70 0 14 Nov 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 131 2,158 0 22 Sep 2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 50 381 0 09 Aug 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 35 541 0 10 May 2017
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 161 3,136 0 02 Dec 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 274 5,331 0 05 Nov 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 167 1,465 0 06 Jun 2016