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Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 653 papers shown

Title
Deep Reinforcement Learning with Plasticity InjectionNeural Information Processing Systems (NeurIPS), 2023 Evgenii Nikishin Junhyuk Oh Georg Ostrovski Clare Lyle Razvan Pascanu Will Dabney André Barreto OffRL 202 63 0 24 May 2023
Decomposing Complex Queries for Tip-of-the-tongue RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kevin Lin Kyle Lo Joseph E. Gonzalez Dan Klein ReLM LMTD 119 22 0 24 May 2023
Improved Compositional Generalization by Generating Demonstrations for Meta-LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sam Spilsbury Alexander Ilin 212 1 0 22 May 2023
Semantic Composition in Visually Grounded Language Models Rohan Pandey CoGe 169 1 0 15 May 2023
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and ExecutionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 213 10 0 12 May 2023
Overinformative Question Answering by Humans and MachinesAnnual Meeting of the Cognitive Science Society (CogSci), 2023 Polina Tsvilodub Michael Franke Robert D. Hawkins Noah D. Goodman 97 5 0 11 May 2023
Multimodal Graph Transformer for Multimodal Question AnsweringConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Xuehai He Xin Eric Wang 266 10 0 30 Apr 2023
Learning to Extrapolate: A Transductive ApproachInternational Conference on Learning Representations (ICLR), 2023 Aviv Netanyahu Abhishek Gupta Max Simchowitz Jianchao Tan Pulkit Agrawal 223 19 0 27 Apr 2023
Chameleon: Plug-and-Play Compositional Reasoning with Large Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Pan Lu Baolin Peng Hao Cheng Michel Galley Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Jianfeng Gao KELM MLLM LRM 269 405 0 19 Apr 2023
Scallop: A Language for Neurosymbolic Programming Ziyang Li Jiani Huang Mayur Naik ReLM LRM NAI 190 51 0 10 Apr 2023
MOPA: Modular Object Navigation with PointGoal AgentsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Sonia Raychaudhuri Tommaso Campari Unnat Jain Manolis Savva Angel X. Chang 3DPC 305 13 0 07 Apr 2023
Improving Visual Question Answering Models through Robustness Analysis and In-Context Learning with a Chain of Basic Questions Jia-Hong Huang Modar Alfadly Guohao Li Marcel Worring OOD AAML 217 6 0 06 Apr 2023
ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic RulesIEEE International Conference on Computer Vision (ICCV), 2023 Zhi-Qi Cheng Qianwen Dai Siyao Li Yuxuan Zhou Teruko Mitamura Alexander G. Hauptmann 150 28 0 05 Apr 2023
NS3D: Neuro-Symbolic Grounding of 3D Objects and RelationsComputer Vision and Pattern Recognition (CVPR), 2023 Joy Hsu Jiayuan Mao Jiajun Wu PINN 200 67 0 23 Mar 2023
Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning Shi Chen Qi Zhao 148 8 0 18 Mar 2023
ViperGPT: Visual Inference via Python Execution for ReasoningIEEE International Conference on Computer Vision (ICCV), 2023 Dídac Surís Sachit Menon Carl Vondrick MLLM LRM ReLM 264 588 0 14 Mar 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 373 101 0 22 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 579 17 0 17 Feb 2023
BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models Ali Borji CoGe 106 2 0 28 Jan 2023
Projected Subnetworks Scale Adaptation Siddhartha Datta N. Shadbolt VLM CLL 184 0 0 27 Jan 2023
Break It Down: Evidence for Structural Compositionality in Neural NetworksNeural Information Processing Systems (NeurIPS), 2023 Michael A. Lepori Thomas Serre Ellie Pavlick 294 50 0 26 Jan 2023
Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence EmbeddingsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Rohan Pandey 259 1 0 21 Jan 2023
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning Zhenfang Chen Qinhong Zhou Songlin Yang Yining Hong Hao Zhang Chuang Gan LRM VLM 235 52 0 12 Jan 2023
VQA and Visual Reasoning: An Overview of Recent Datasets, Methods and Challenges R. Zakari Jim Wilson Owusu Hailin Wang Ke Qin Zaharaddeen Karami Lawal Yue-hong Dong LRM 149 18 0 26 Dec 2022
Cross-modal Attention Congruence Regularization for Vision-Language Relation AlignmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Rohan Pandey Rulin Shao Paul Pu Liang Ruslan Salakhutdinov Louis-Philippe Morency 183 19 0 20 Dec 2022
Does CLIP Bind Concepts? Probing Compositionality in Large Image ModelsFindings (Findings), 2022 Martha Lewis Nihal V. Nayak Peilin Yu Qinan Yu Jack Merullo Stephen H. Bach Ellie Pavlick VLM OCL CoGe 341 93 0 20 Dec 2022
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common ApproachesIEEE International Joint Conference on Neural Network (IJCNN), 2022 Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 203 13 0 20 Dec 2022
Are Deep Neural Networks SMARTer than Second Graders?Computer Vision and Pattern Recognition (CVPR), 2022 A. Cherian Kuan-Chuan Peng Suhas Lohit Kevin A. Smith J. Tenenbaum AAML LRM ReLM 240 40 0 20 Dec 2022
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart DerenderingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Fangyu Liu Francesco Piccinno Syrine Krichene Chenxi Pang Kenton Lee Mandar Joshi Yasemin Altun Nigel Collier Julian Martin Eisenschlos VLM LRM 193 129 0 19 Dec 2022
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Swarnadeep Saha Xinyan Velocity Yu Joey Tianyi Zhou Ramakanth Pasunuru Asli Celikyilmaz ReLM LRM 179 13 0 16 Dec 2022
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Computer Vision and Pattern Recognition (CVPR), 2022 Zixian Ma Jerry Hong Mustafa Omer Gul Mona Gandhi Irena Gao Ranjay Krishna CoGe 330 176 0 13 Dec 2022
Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and ReplacementInternational Conference on Software Engineering (ICSE), 2022 S. Imtiaz Fraol Batole Astha Singh Rangeet Pan Breno Dantas Cruz Hridesh Rajan 158 11 0 09 Dec 2022
Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot ManipulationConference on Robot Learning (CoRL), 2022 Yifan Zhou Shubham D. Sonawani Mariano Phielipp Simon Stepputtis H. B. Amor LM&Ro 211 28 0 08 Dec 2022
Learning Label Modular Prompts for Text Classification in the WildConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hailin Chen Amrita Saha Shafiq Joty Steven C. H. Hoi OOD VLM 214 5 0 30 Nov 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 251 1 0 22 Nov 2022
Visual Programming: Compositional visual reasoning without trainingComputer Vision and Pattern Recognition (CVPR), 2022 Tanmay Gupta Aniruddha Kembhavi ReLM VLM LRM 310 549 0 18 Nov 2022
Learning Neuro-symbolic Programs for Language Guided Robot ManipulationIEEE International Conference on Robotics and Automation (ICRA), 2022 Namasivayam Kalithasan H. Singh Vishal Bindal Arnav Tuli Vishwajeet Agrawal Rahul Jain Parag Singla Rohan Paul LM&Ro 195 25 0 12 Nov 2022
Can Transformers Reason in Fragments of Natural Language?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Viktor Schlegel Kamen V. Pavlov Ian Pratt-Hartmann LRM ReLM 158 9 0 10 Nov 2022
Characterizing Intrinsic Compositionality in Transformers with Tree ProjectionsInternational Conference on Learning Representations (ICLR), 2022 Shikhar Murty Pratyusha Sharma Jacob Andreas Christopher D. Manning 253 45 0 02 Nov 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable TextsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 163 27 0 30 Oct 2022
When Can Transformers Ground and Compose: Insights from Compositional Generalization BenchmarksConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ankur Sikarwar Arkil Patel Navin Goyal ViT 190 11 0 23 Oct 2022
Functional Indirection Neural Estimator for Better Out-of-distribution GeneralizationNeural Information Processing Systems (NeurIPS), 2022 K. Pham Hung Le Man Ngo T. Tran OODD 120 1 0 23 Oct 2022
On the Explainability of Natural Language Processing Deep ModelsACM Computing Surveys (ACM CSUR), 2022 Julia El Zini M. Awad 212 104 0 13 Oct 2022
Binding Language Models in Symbolic LanguagesInternational Conference on Learning Representations (ICLR), 2022 Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 370 262 0 06 Oct 2022
Teaching Neural Module Networks to Do ArithmeticInternational Conference on Computational Linguistics (COLING), 2022 Jiayi Chen Xiao-Yu Guo Yuan-Fang Li Gholamreza Haffari AIMat LRM 153 2 0 06 Oct 2022
Decomposed Prompting: A Modular Approach for Solving Complex TasksInternational Conference on Learning Representations (ICLR), 2022 Tushar Khot H. Trivedi Matthew Finlayson Yao Fu Kyle Richardson Peter Clark Ashish Sabharwal ReLM LRM 449 573 0 05 Oct 2022
Learning to Collocate Visual-Linguistic Neural Modules for Image CaptioningInternational Journal of Computer Vision (IJCV), 2022 Xu Yang Hanwang Zhang Chongyang Gao Jianfei Cai MLLM 215 10 0 04 Oct 2022
Extending Compositional Attention Networks for Social Reasoning in VideosInterspeech (Interspeech), 2022 Christina Sartzetaki Georgios Paraskevopoulos Alexandros Potamianos LRM 140 3 0 03 Oct 2022
Towards Faithful Model Explanation in NLP: A SurveyComputational Linguistics (CL), 2022 Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 422 161 0 22 Sep 2022
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular TreesInternational Conference on Learning Representations (ICLR), 2022 Swarnadeep Saha Shiyue Zhang Peter Hase Joey Tianyi Zhou 252 20 0 21 Sep 2022