v1v2v3v4 (latest)

Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 634 papers shown

Title
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? Linlu Qiu Hexiang Hu Bowen Zhang Peter Shaw Fei Sha 86 21 0 25 Sep 2021
How to find a good image-text embedding for remote sensing visual question answering? Christel Chappuis Sylvain Lobry B. Kellenberger Bertrand Le Saux D. Tuia 87 20 0 24 Sep 2021
Robust Generalization of Quadratic Neural Networks via Function Identification Kan Xu Hamsa Bastani Osbert Bastani OOD 67 8 0 22 Sep 2021
Procedures as Programs: Hierarchical Control of Situated Agents through Natural Language Shuyan Zhou Pengcheng Yin Graham Neubig LM&Ro 51 1 0 16 Sep 2021
Knowledge-based Embodied Question Answering Sinan Tan Mengmeng Ge Di Guo Huaping Liu F. Sun 96 23 0 16 Sep 2021
Modular Self-Supervision for Document-Level Relation Extraction Sheng Zhang Cliff Wong Naoto Usuyama Sarthak Jain Tristan Naumann Hoifung Poon AI4TS 62 6 0 11 Sep 2021
Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text Xiao-Yu Guo Yuan-Fang Li Gholamreza Haffari ReLM AIMat LRM 73 3 0 06 Sep 2021
Auto-Parsing Network for Image Captioning and Visual Question Answering Xu Yang Chongyang Gao Hanwang Zhang Jianfei Cai 112 37 0 24 Aug 2021
Interpreting and improving deep-learning models with reality checks Chandan Singh Wooseok Ha Bin Yu FAtt 84 3 0 16 Aug 2021
Post-hoc Interpretability for Neural NLP: A Survey Andreas Madsen Siva Reddy A. Chandar XAI 120 233 0 10 Aug 2021
Interpretable Visual Understanding with Cognitive Attention Network Xuejiao Tang Wenbin Zhang Yi Yu Kea Turner Hanyu Wang Mengyu Wang Eirini Ntoutsi 136 12 0 06 Aug 2021
From LSAT: The Progress and Challenges of Complex Reasoning Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan ELM 85 46 0 02 Aug 2021
Compositional Models: Multi-Task Learning and Knowledge Transfer with Modular Networks A. Zhmoginov D. Bashkirova Mark Sandler KELM 53 2 0 23 Jul 2021
Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning Kaylee Burns Christopher D. Manning Li Fei-Fei 47 0 0 20 Jul 2021
Separating Skills and Concepts for Novel Visual Question Answering Spencer Whitehead Hui Wu Heng Ji Rogerio Feris Kate Saenko CoGe 95 34 0 19 Jul 2021
Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering Rajat Koner Hang Li Marcel Hildebrandt Deepan Das Volker Tresp Stephan Günnemann 63 34 0 13 Jul 2021
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jianyu Wang Bingkun Bao Changsheng Xu 66 75 0 10 Jul 2021
Discrete-Valued Neural Communication Dianbo Liu DianboLiu Alex Lamb Kenji Kawaguchi Anirudh Goyal Chen Sun Michael C. Mozer Yoshua Bengio 95 52 0 06 Jul 2021
Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory Xuejiao Tang Xin Huang Wenbin Zhang T. Child Qiong Hu Zhen Liu Ji Zhang LRM 79 19 0 04 Jul 2021
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment Michael Chang Sid Kaushik Sergey Levine Thomas Griffiths 89 8 0 28 Jun 2021
Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs Daniel Reich F. Putze Tanja Schultz 56 2 0 28 Jun 2021
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 144 48 0 26 Jun 2021
Learning by Planning: Language-Guided Global Image Editing Jing Shi Ning Xu Yihang Xu Trung Bui Franck Dernoncourt Chenliang Xu DiffM LM&Ro 57 33 0 24 Jun 2021
How Modular Should Neural Module Networks Be for Systematic Generalization? Vanessa D’Amario Tomotake Sasaki Xavier Boix 69 17 0 15 Jun 2021
Supervising the Transfer of Reasoning Patterns in VQA Corentin Kervadec Christian Wolf G. Antipov M. Baccouche Madiha Nadri Wolf 79 11 0 10 Jun 2021
Structured Reordering for Modeling Latent Alignments in Sequence Transduction Bailin Wang Mirella Lapata Ivan Titov BDL 99 20 0 06 Jun 2021
Can Subnetwork Structure be the Key to Out-of-Distribution Generalization? Dinghuai Zhang Kartik Ahuja Yilun Xu Yisen Wang Aaron Courville OOD 97 96 0 05 Jun 2021
Prediction or Comparison: Toward Interpretable Qualitative Reasoning Mucheng Ren Heyan Huang Yang Gao LRM 36 0 0 04 Jun 2021
Linguistic Structures as Weak Supervision for Visual Scene Graph Generation Keren Ye Adriana Kovashka 61 54 0 28 May 2021
TexRel: a Green Family of Datasets for Emergent Communications on Relations Hugh Perkins 44 2 0 26 May 2021
Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks Dequan Wang An Ju Evan Shelhamer David Wagner Trevor Darrell AAML 119 27 0 18 May 2021
Fast and Slow Learning of Recurrent Independent Mechanisms Kanika Madan Rosemary Nan Ke Anirudh Goyal Bernhard Schölkopf Yoshua Bengio OCL 87 40 0 18 May 2021
Factoring Statutory Reasoning as Language Understanding Challenges Nils Holzenberger Benjamin Van Durme ELM AILaw LRM 65 24 0 17 May 2021
Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention Nihar Bendre K. Desai Peyman Najafirad CoGe 66 6 0 15 May 2021
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss Yangyang Guo Liqiang Nie Zhiyong Cheng Feng Ji Ji Zhang A. Bimbo 71 35 0 05 May 2021
Iterated learning for emergent systematicity in VQA Ankit Vani Max Schwarzer Yucheng Lu Eeshan Gunesh Dhekane Rameswar Panda 125 24 0 03 May 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia Brian Yan Vikas Raunak Florian Metze Shinji Watanabe 89 31 0 02 May 2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads Chenyu Gao Qi Zhu Peng Wang Qi Wu 18 2 0 30 Apr 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases Rajarshi Das Manzil Zaheer Dung Ngoc Thai Ameya Godbole Ethan Perez Jay Yoon Lee Lizhen Tan L. Polymenakos Andrew McCallum 111 169 0 18 Apr 2021
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales Jacob Andreas Gašper Beguš M. Bronstein R. Diamant Denley Delaney ... D. Tchernov P. Tønnesen Antonio Torralba Daniel M. Vogt Robert J. Wood 60 10 0 17 Apr 2021
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks Hung Le Nancy F. Chen Guosheng Lin MLLM 83 19 0 16 Apr 2021
Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention Leon Bergen Dzmitry Bahdanau Timothy J. O'Donnell FedML 20 1 0 14 Apr 2021
Neuro-Symbolic VQA: A review from the perspective of AGI desiderata Ian Berlot-Attwell 25 3 0 13 Apr 2021
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images Shailaja Keyur Sampat Akshay Kumar Yezhou Yang Chitta Baral 78 26 0 13 Apr 2021
How Transferable are Reasoning Patterns in VQA? Corentin Kervadec Theo Jaunet G. Antipov M. Baccouche Romain Vuillemot Christian Wolf LRM 55 28 0 08 Apr 2021
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering Corentin Dancette Rémi Cadène Damien Teney Matthieu Cord CML 94 78 0 07 Apr 2021
Multimodal Continuous Visual Attention Mechanisms António Farinhas André F. T. Martins P. Aguiar 61 7 0 07 Apr 2021
Paired Examples as Indirect Supervision in Latent Decision Models Nitish Gupta Sameer Singh Matt Gardner Dan Roth 85 7 0 05 Apr 2021
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 103 94 0 30 Mar 2021
Domain-robust VQA with diverse datasets and methods but no target labels Ruotong Wang Tristan D. Maidment Ahmad Diab Adriana Kovashka R. Hwa OOD 129 23 0 29 Mar 2021