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Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 634 papers shown

Title
Is a Modular Architecture Enough? Sarthak Mittal Yoshua Bengio Guillaume Lajoie 112 49 0 06 Jun 2022
Pruning for Feature-Preserving Circuits in CNNs Christopher Hamblin Talia Konkle G. Alvarez 76 2 0 03 Jun 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts Akari Asai Mohammadreza Salehi Matthew E. Peters Hannaneh Hajishirzi 192 102 0 24 May 2022
NS3: Neuro-Symbolic Semantic Code Search Shushan Arakelyan Anna Hakhverdyan Miltiadis Allamanis Luis Garcia Christophe Hauser Xiang Ren 133 9 0 21 May 2022
Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning Antonia Creswell Murray Shanahan I. Higgins ReLM LRM 115 366 0 19 May 2022
QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning Zechen Li Anders Søgaard 42 6 0 06 May 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation Ruixin Hong Hongming Zhang Xintong Yu Changshui Zhang ReLM LRM 95 33 0 05 May 2022
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems P. Smolensky R. Thomas McCoy Roland Fernandez Matthew A. Goldrick Jia-Hao Gao 112 65 0 02 May 2022
Visual Spatial Reasoning Fangyu Liu Guy Edward Toh Emerson Nigel Collier ReLM 127 185 0 30 Apr 2022
OPERA:Operation-Pivoted Discrete Reasoning over Text Yongwei Zhou Junwei Bao Chaoqun Duan Haipeng Sun Jiahui Liang Yifan Wang Jing Zhao Youzheng Wu Xiaodong He Tiejun Zhao LRM 81 11 0 29 Apr 2022
Attention Mechanism based Cognition-level Scene Understanding Xuejiao Tang Tai Le Quy LRM 80 0 0 17 Apr 2022
Measuring Compositional Consistency for Video Question Answering Mona Gandhi Mustafa Omer Gul Eva Prakash Madeleine Grunde-McLaughlin Ranjay Krishna Maneesh Agrawala CoGe 87 16 0 14 Apr 2022
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness Paul Pu Liang 78 6 0 14 Apr 2022
Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Tian Yun Usha Bhalla Ellie Pavlick Chen Sun ReLM CoGe VLM LRM 97 27 0 31 Mar 2022
Learning to Answer Questions in Dynamic Audio-Visual Scenarios Guangyao Li Yake Wei Yapeng Tian Chenliang Xu Ji-Rong Wen Di Hu 131 153 0 26 Mar 2022
Possibility Before Utility: Learning And Using Hierarchical Affordances Robby Costales Shariq Iqbal Fei Sha 73 5 0 23 Mar 2022
Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction Zhanming Jie Jierui Li Wei Lu ReLM AIMat 72 76 0 19 Mar 2022
Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions Vibhor Gupta Jyoti Narwariya Pankaj Malhotra Lovekesh Vig Gautam M. Shroff AI4TS 64 21 0 14 Mar 2022
An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation Shiquan Yang Rui Zhang S. Erfani Jey Han Lau LRM 77 12 0 11 Mar 2022
Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering Mingxiao Li Marie-Francine Moens 82 13 0 06 Mar 2022
DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations Yiwei Lyu Paul Pu Liang Zihao Deng Ruslan Salakhutdinov Louis-Philippe Morency 86 35 0 03 Mar 2022
Vision-Language Intelligence: Tasks, Representation Learning, and Large Models Feng Li Hao Zhang Yi-Fan Zhang Shixuan Liu Jian Guo L. Ni Pengchuan Zhang Lei Zhang AI4TS VLM 79 37 0 03 Mar 2022
Combining Modular Skills in Multitask Learning Edoardo Ponti Alessandro Sordoni Yoshua Bengio Siva Reddy MoE 79 38 0 28 Feb 2022
On Modality Bias Recognition and Reduction Yangyang Guo Liqiang Nie Harry Cheng Zhiyong Cheng Mohan S. Kankanhalli A. Bimbo 75 28 0 25 Feb 2022
Joint Answering and Explanation for Visual Commonsense Reasoning Zhenyang Li Yangyang Guo Ke-Jyun Wang Yin-wei Wei Liqiang Nie Mohan S. Kankanhalli 67 17 0 25 Feb 2022
Improving Systematic Generalization Through Modularity and Augmentation Laura Ruis Brenden M. Lake 107 18 0 22 Feb 2022
Grammar-Based Grounded Lexicon Learning Jiayuan Mao Haoyue Shi Jiajun Wu R. Levy J. Tenenbaum NAI 93 15 0 17 Feb 2022
HAKE: A Knowledge Engine Foundation for Human Activity Understanding Yong-Lu Li Xinpeng Liu Xiaoqian Wu Yizhuo Li Zuoyu Qiu Liang Xu Yue Xu Haoshu Fang Cewu Lu 89 38 0 14 Feb 2022
Electricity Consumption Forecasting for Out-of-distribution Time-of-Use Tariffs Jyoti Narwariya Chetan Verma Pankaj Malhotra Lovekesh Vig E. Subramanian Sanjay Bhat AI4TS 63 3 0 11 Feb 2022
Compositionality as Lexical Symmetry Ekin Akyürek Jacob Andreas CoGe 120 8 0 30 Jan 2022
Reasoning Like Program Executors Xinyu Pi Qian Liu Bei Chen Morteza Ziyadi Zeqi Lin Qiang Fu Yan Gao Jian-Guang Lou Weizhu Chen ReLM LRM 316 53 0 27 Jan 2022
Discrete and continuous representations and processing in deep learning: Looking forward Ruben Cartuyvels Graham Spinks Marie-Francine Moens OCL 91 20 0 04 Jan 2022
Compositional Learning-based Planning for Vision POMDPs Sampada Deglurkar M. H. Lim Johnathan Tucker Zachary Sunberg Aleksandra Faust Claire Tomlin 79 5 0 17 Dec 2021
Feature-Attending Recurrent Modules for Generalization in Reinforcement Learning Wilka Carvalho Andrew Kyle Lampinen Kyriacos Nikiforou Felix Hill Murray Shanahan OffRL 66 0 0 15 Dec 2021
Medical Visual Question Answering: A Survey Zhihong Lin Donghao Zhang Qingyi Tao Danli Shi Gholamreza Haffari Qi Wu M. He Z. Ge 114 122 0 19 Nov 2021
Continual Learning via Local Module Composition O. Ostapenko Pau Rodríguez López Massimo Caccia Laurent Charlin KELM CLL 114 67 0 15 Nov 2021
A Survey on Neural-symbolic Learning Systems Dongran Yu Bo Yang Da Liu Hui Wang Shirui Pan 93 61 0 10 Nov 2021
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language Mingyu Ding Zhenfang Chen Tao Du Ping Luo J. Tenenbaum Chuang Gan VGen PINN OCL 99 75 0 28 Oct 2021
Understanding Interlocking Dynamics of Cooperative Rationalization Mo Yu Yang Zhang Shiyu Chang Tommi Jaakkola 92 44 0 26 Oct 2021
Towards Language-guided Visual Recognition via Dynamic Convolutions Gen Luo Yiyi Zhou Xiaoshuai Sun Yongjian Wu Yue Gao Rongrong Ji ObjD 98 19 0 17 Oct 2021
Dynamic Inference with Neural Interpreters Nasim Rahaman Muhammad Waleed Gondal S. Joshi Peter V. Gehler Yoshua Bengio Francesco Locatello Bernhard Schölkopf 105 31 0 12 Oct 2021
Decomposing Convolutional Neural Networks into Reusable and Replaceable Modules Rangeet Pan Hridesh Rajan MoMe 51 32 0 11 Oct 2021
Distinguishing rule- and exemplar-based generalization in learning systems Ishita Dasgupta Erin Grant Thomas Griffiths 88 16 0 08 Oct 2021
Truth-Conditional Captioning of Time Series Data Harsh Jhamtani Taylor Berg-Kirkpatrick AI4TS 62 8 0 05 Oct 2021
Skill Induction and Planning with Latent Language Pratyusha Sharma Antonio Torralba Jacob Andreas LM&Ro 263 112 0 04 Oct 2021
Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering Long Chen Yuhang Zheng Yulei Niu Hanwang Zhang Jun Xiao AAML OOD 119 37 0 03 Oct 2021
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images Zhuowan Li Elias Stengel-Eskin Yixiao Zhang Cihang Xie Q. Tran Benjamin Van Durme Alan Yuille VLM 73 15 0 01 Oct 2021
Visually Grounded Concept Composition Bowen Zhang Hexiang Hu Linlu Qiu Peter Shaw Fei Sha CoGe 122 6 0 29 Sep 2021
Symbolic Brittleness in Sequence Models: on Systematic Generalization in Symbolic Mathematics Sean Welleck Peter West Jize Cao Yejin Choi 146 31 0 28 Sep 2021
Multimodal Integration of Human-Like Attention in Visual Question Answering Ekta Sood Fabian Kögel Philippe Muller Dominike Thomas Mihai Bâce Andreas Bulling 66 17 0 27 Sep 2021