Inferring and Executing Programs for Visual Reasoning

10 May 2017

Justin Johnson

B. Hariharan

Laurens van der Maaten

Li Fei-Fei

Papers citing "Inferring and Executing Programs for Visual Reasoning"

50 / 130 papers shown

Title
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning Zhenfang Chen Jiayuan Mao Jiajun Wu Kwan-Yee K. Wong J. Tenenbaum Chuang Gan VGen 36 92 0 30 Mar 2021
KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence Andreas Holzinger Anna Saranti Heimo Mueller 46 10 0 28 Feb 2021
Language-Mediated, Object-Centric Representation Learning Ruocheng Wang Jiayuan Mao S. Gershman Jiajun Wu 16 12 0 31 Dec 2020
Sequence-Level Mixed Sample Data Augmentation Demi Guo Yoon Kim Alexander M. Rush 25 98 0 18 Nov 2020
Sample Efficient Reinforcement Learning with REINFORCE Junzi Zhang Jongho Kim Brendan O'Donoghue Stephen P. Boyd 42 101 0 22 Oct 2020
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network Yuxuan Wu Hideki Nakayama GNN 25 3 0 30 Sep 2020
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu Mozhi Zhang Jingling Li S. Du Ken-ichi Kawarabayashi Stefanie Jegelka MLT 25 306 0 24 Sep 2020
Commands 4 Autonomous Vehicles (C4AV) Workshop Summary Thierry Deruyttere Simon Vandenhende Dusan Grujicic Yu Liu Luc Van Gool Matthew Blaschko Tinne Tuytelaars Marie-Francine Moens 30 6 0 18 Sep 2020
ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis R. K. Jones Theresa Barton Xianghao Xu Kai Wang Ellen Jiang Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 31 31 0 17 Sep 2020
Neural Logic Reasoning Shaoyun Shi H. Chen Weizhi Ma Jiaxin Mao Min Zhang Yongfeng Zhang NAI LRM AI4CE 31 94 0 20 Aug 2020
Assisting Scene Graph Generation with Self-Supervision Sandeep Inuganti V. Balasubramanian SSL 19 7 0 08 Aug 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 15 117 0 04 Aug 2020
Referring Expression Comprehension: A Survey of Methods and Datasets Yanyuan Qiao Chaorui Deng Qi Wu ObjD 50 93 0 19 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 26 113 0 17 Jul 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning Zhe Gan Yen-Chun Chen Linjie Li Chen Zhu Yu Cheng Jingjing Liu ObjD VLM 35 489 0 11 Jun 2020
Dynamic Language Binding in Relational Visual Reasoning T. Le Vuong Le Svetha Venkatesh T. Tran NAI 26 19 0 30 Apr 2020
Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding Thierry Deruyttere Guillem Collell Marie-Francine Moens LRM 19 8 0 19 Mar 2020
A Benchmark for Systematic Generalization in Grounded Language Understanding Laura Ruis Jacob Andreas Marco Baroni Diane Bouchacourt Brenden M. Lake 19 138 0 11 Mar 2020
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades T. Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 29 12 0 26 Dec 2019
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs Jingwei Ji Ranjay Krishna Li Fei-Fei Juan Carlos Niebles 39 336 0 15 Dec 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control Mo Yu Shiyu Chang Yang Zhang Tommi Jaakkola 21 140 0 29 Oct 2019
A Game Theoretic Approach to Class-wise Selective Rationalization Shiyu Chang Yang Zhang Mo Yu Tommi Jaakkola 22 60 0 28 Oct 2019
Neural Logic Networks Shaoyun Shi Hanxiong Chen Min Zhang Yongfeng Zhang NAI AI4CE 15 15 0 17 Oct 2019
Multi-modal Deep Analysis for Multimedia Wenwu Zhu Xin Eric Wang Hongzhi Li 29 38 0 11 Oct 2019
CLEVRER: CoLlision Events for Video REpresentation and Reasoning Kexin Yi Yuta Saito Yunzhu Li Pushmeet Kohli Jiajun Wu Antonio Torralba J. Tenenbaum NAI 43 457 0 03 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Talk2Car: Taking Control of Your Self-Driving Car Thierry Deruyttere Simon Vandenhende Dusan Grujicic Luc Van Gool Marie-Francine Moens LM&Ro 31 124 0 24 Sep 2019
Dynamic Graph Attention for Referring Expression Comprehension Sibei Yang Guanbin Li Yizhou Yu OCL 25 215 0 18 Sep 2019
What is needed for simple spatial language capabilities in VQA? A. Kuhnle Ann A. Copestake CoGe 23 1 0 17 Aug 2019
Multimodal Unified Attention Networks for Vision-and-Language Interactions Zhou Yu Yuhao Cui Jun Yu Dacheng Tao Q. Tian 27 38 0 12 Aug 2019
Answering Questions about Data Visualizations using Efficient Bimodal Fusion Kushal Kafle Robik Shrestha Brian L. Price Scott D. Cohen Christopher Kanan 25 58 0 05 Aug 2019
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering Cheng Zhang Wei-Lun Chao D. Xuan 23 50 0 28 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 25 133 0 22 Jul 2019
Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives Anirudh Goyal Shagun Sodhani Jonathan Binas Xue Bin Peng Sergey Levine Yoshua Bengio 24 47 0 25 Jun 2019
ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering Zhou Yu D. Xu Jun-chen Yu Ting Yu Zhou Zhao Yueting Zhuang Dacheng Tao 24 439 0 06 Jun 2019
Context-Aware Visual Policy Network for Fine-Grained Image Captioning Zhengjun Zha Daqing Liu Hanwang Zhang Yongdong Zhang Feng Wu 25 120 0 06 Jun 2019
Scene Graph Prediction with Limited Labels V. Chen P. Varma Ranjay Krishna Michael S. Bernstein Christopher Ré Li Fei-Fei 16 86 0 25 Apr 2019
Question Guided Modular Routing Networks for Visual Question Answering Yanze Wu Qiang Sun Jianqi Ma Bin Li Yanwei Fu Yao Peng Xiangyang Xue 23 1 0 17 Apr 2019
Dense Relational Captioning: Triple-Stream Networks for Relationship-Based Captioning Dong-Jin Kim Jinsoo Choi Tae-Hyun Oh In So Kweon 14 84 0 14 Mar 2019
RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Chi Zhang Feng Gao Baoxiong Jia Yixin Zhu Song-Chun Zhu AIMat 32 304 0 07 Mar 2019
Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha Kushal Kafle Christopher Kanan 25 82 0 01 Mar 2019
From Visual to Acoustic Question Answering Jerome Abdelnour G. Salvi Jean Rouat 27 3 0 28 Feb 2019
MUREL: Multimodal Relational Reasoning for Visual Question Answering Rémi Cadène H. Ben-younes Matthieu Cord Nicolas Thome LRM 19 271 0 25 Feb 2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie Farley Lai Derek Doran Asim Kadav CoGe 53 322 0 20 Jan 2019
Neural network gradient-based learning of black-box function interfaces Alon Jacovi Guy Hadash Einat Kermany Boaz Carmeli Ofer Lavi George Kour Jonathan Berant 18 13 0 13 Jan 2019
Learning to Infer and Execute 3D Shape Programs Yonglong Tian Andrew F. Luo Xingyuan Sun Kevin Ellis William T. Freeman J. Tenenbaum Jiajun Wu 3DV 26 145 0 09 Jan 2019
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Runtao Liu Chenxi Liu Yutong Bai Alan Yuille NAI ObjD 22 123 0 03 Jan 2019
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 34 159 0 06 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 169 230 0 05 Dec 2018
Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning Aishwarya Agrawal Mateusz Malinowski Felix Hill S. M. Ali Eslami Oriol Vinyals Tejas D. Kulkarni 21 4 0 03 Dec 2018