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Compositional Attention Networks for Machine Reasoning

8 March 2018

Drew A. Hudson

Christopher D. Manning

Papers citing "Compositional Attention Networks for Machine Reasoning"

50 / 330 papers shown

Title
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from TextAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhun Yang Adam Ishay Joohyung Lee LRM ELM 235 80 0 15 Jul 2023
Look, Remember and Reason: Grounded reasoning in videos with language modelsInternational Conference on Learning Representations (ICLR), 2023 Apratim Bhattacharyya Sunny Panchal Mingu Lee Reza Pourreza Pulkit Madan Roland Memisevic LRM 461 13 0 30 Jun 2023
Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric ReasoningInternational Conference on Machine Learning (ICML), 2023 Mattia Atzeni Mrinmaya Sachan Andreas Loukas LRM 172 3 0 05 Jun 2023
Measuring Faithful and Plausible Visual Grounding in VQAConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Daniel Reich F. Putze Tanja Schultz 214 6 0 24 May 2023
Emergent Communication with AttentionAnnual Meeting of the Cognitive Science Society (CogSci), 2023 Ryokan Ri Ryo Ueda Jason Naradowsky 154 2 0 18 May 2023
Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact VerificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Anni Zou Zhuosheng Zhang Hai Zhao HILM 267 11 0 10 May 2023
Improved Logical Reasoning of Language Models via Differentiable Symbolic ProgrammingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Hanlin Zhang Jiani Huang Ziyang Li Mayur Naik Eric P. Xing ReLM LRM 257 37 0 05 May 2023
Visual Reasoning: from State to TransformationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Xin Hong Yanyan Lan Liang Pang Jiafeng Guo Xueqi Cheng LRM 141 4 0 02 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 294 10 0 30 Apr 2023
3D Concept Learning and Reasoning from Multi-View ImagesComputer Vision and Pattern Recognition (CVPR), 2023 Yining Hong Chun-Tse Lin Yilun Du Zhenfang Chen J. Tenenbaum Chuang Gan 3DV 262 71 0 20 Mar 2023
Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning Shi Chen Qi Zhao 176 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 310 612 0 14 Mar 2023
Intrinsic Physical Concepts Discovery with Object-Centric Predictive ModelsComputer Vision and Pattern Recognition (CVPR), 2023 Qu Tang Xiangyu Zhu Zhen Lei Zhaoxiang Zhang OCL 237 8 0 03 Mar 2023
Variational Cross-Graph Reasoning and Adaptive Structured Semantics Learning for Compositional Temporal GroundingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Juncheng Li Siliang Tang Linchao Zhu Wenqiao Zhang Yi Yang Tat-Seng Chua Fei Wu Yueting Zhuang BDL 205 24 0 22 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 177 18 0 26 Dec 2022
Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason?IEEE Access (IEEE Access), 2022 Monika Wysoczañska Tom Monnier Tomasz Trzciñski David Picard ReLM OCL 184 1 0 20 Dec 2022
Benchmarking Spatial Relationships in Text-to-Image Generation Tejas Gokhale Hamid Palangi Besmira Nushi Vibhav Vineet Eric Horvitz Ece Kamar Chitta Baral Yezhou Yang EGVM 345 86 0 20 Dec 2022
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering Feiqi Cao Siwen Luo F. Núñez Zean Wen Josiah Poon Caren Han GNN 412 6 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 363 179 0 13 Dec 2022
Visual Question Answering From Another Perspective: CLEVR Mental Rotation TestsPattern Recognition (Pattern Recogn.), 2022 Christopher Beckham Martin Weiss Florian Golemo S. Honari Derek Nowrouzezahrai C. Pal 168 9 0 03 Dec 2022
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual ReasoningComputer Vision and Pattern Recognition (CVPR), 2022 Zhuowan Li Xingrui Wang Elias Stengel-Eskin Adam Kortylewski Wufei Ma Benjamin Van Durme Max Planck Institute for Informatics OOD LRM 228 102 0 01 Dec 2022
Neuro-Symbolic Spatio-Temporal Reasoning Pascal Hitzler Michael Sioutis Md Kamruzzaman Sarker Marjan Alirezaie Aaron Eberhart Stefan Wermter NAI 262 0 0 28 Nov 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 287 1 0 22 Nov 2022
Visually Grounded VQA by Lattice-based Retrieval Daniel Reich F. Putze Tanja Schultz 175 2 0 15 Nov 2022
CRIPP-VQA: Counterfactual Reasoning about Implicit Physical Properties via Video Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Maitreya Patel Tejas Gokhale Chitta Baral Yezhou Yang 234 13 0 07 Nov 2022
lilGym: Natural Language Visual Reasoning with Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Anne Wu Kianté Brantley Noriyuki Kojima Yoav Artzi ReLM OffRL LRM 331 4 0 03 Nov 2022
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Peng Guo Jesse Thomason Robin Jia VLM OOD NAI LRM 125 8 0 26 Oct 2022
Solving Reasoning Tasks with a Slot Transformer Ryan Faulkner Daniel Zoran LRM 132 1 0 20 Oct 2022
Neural Attentive CircuitsNeural Information Processing Systems (NeurIPS), 2022 Nasim Rahaman M. Weiß Francesco Locatello C. Pal Yoshua Bengio Bernhard Schölkopf Erran L. Li Nicolas Ballas 263 8 0 14 Oct 2022
Extending Compositional Attention Networks for Social Reasoning in VideosInterspeech (Interspeech), 2022 Christina Sartzetaki Georgios Paraskevopoulos Alexandros Potamianos LRM 156 3 0 03 Oct 2022
Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic Approach Georgios Tziafas Hamidreza Kasaei LM&Ro 315 5 0 03 Oct 2022
Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open QuestionsACM Computing Surveys (ACM CSUR), 2022 Paul Pu Liang Amir Zadeh Louis-Philippe Morency 294 163 0 07 Sep 2022
Trust in Language Grounding: a new AI challenge for human-robot teams David M. Bossens C. Evers 220 1 0 05 Sep 2022
Neuro-Symbolic Visual DialogInternational Conference on Computational Linguistics (COLING), 2022 Adnen Abdessaied Mihai Bâce Andreas Bulling NAI 181 4 0 22 Aug 2022
Understanding Attention for Vision-and-Language TasksInternational Conference on Computational Linguistics (COLING), 2022 Feiqi Cao S. Han Siqu Long Changwei Xu Josiah Poon 242 6 0 17 Aug 2022
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingInternational Conference on Information and Knowledge Management (CIKM), 2022 Bingning Wang Feiya Lv Ting Yao Yiming Yuan Jin Ma Yu Luo Haijin Liang 148 4 0 05 Aug 2022
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution GeneralisationInternational Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2022 Qiming Bao A. Peng Tim Hartill N. Tan Zhenyun Deng Michael Witbrock Jiamou Liu ReLM OOD NAI LRM 473 17 0 28 Jul 2022
3D Concept Grounding on Neural FieldsNeural Information Processing Systems (NeurIPS), 2022 Yining Hong Yilun Du Chun-Tse Lin J. Tenenbaum Chuang Gan 199 23 0 13 Jul 2022
CompoSuite: A Compositional Reinforcement Learning Benchmark Jorge Armando Mendez Mendez Marcel Hussing Meghna Gummadi Eric Eaton CoGe OffRL 198 16 0 08 Jul 2022
Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning Kyra Ahrens Matthias Kerzel Jae Hee Lee C. Weber S. Wermter 149 0 0 06 Jul 2022
Modular Lifelong Reinforcement Learning via Neural CompositionInternational Conference on Learning Representations (ICLR), 2022 Jorge Armando Mendez Mendez H. V. Seijen Eric Eaton OffRL KELM CLL 267 49 0 01 Jul 2022
On Neural Architecture Inductive Biases for Relational Tasks Giancarlo Kerg Sarthak Mittal David Rolnick Yoshua Bengio Blake A. Richards Guillaume Lajoie OOD 222 28 0 09 Jun 2022
Visual Superordinate Abstraction for Robust Concept LearningMachine Intelligence Research (MIR), 2022 Qinjie Zheng Chaoyue Wang Dadong Wang Dacheng Tao VLM 180 3 0 28 May 2022
V-Doc : Visual questions answers with DocumentsComputer Vision and Pattern Recognition (CVPR), 2022 Yihao Ding Zhe Huang Runlin Wang Yanhang Zhang Xianru Chen Yuzhong Ma Hyunsuk Chung S. Han 219 24 0 27 May 2022
Guiding Visual Question Answering with Attention PriorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 T. Le Vuong Le Sunil R. Gupta Svetha Venkatesh T. Tran 198 8 0 25 May 2022
Differentiable programming: Generalization, characterization and limitations of deep learning Adrián Hernández G. Millérioux José M. Amigó 150 2 0 13 May 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 G. Felhi Joseph Le Roux Djamé Seddah DRL 196 2 0 12 May 2022
Joint learning of object graph and relation graph for visual question answeringIEEE International Conference on Multimedia and Expo (ICME), 2022 Hao Li Xu Li Belhal Karimi Jie Chen Mingming Sun GNN 137 25 0 09 May 2022
QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning Zechen Li Anders Søgaard 114 8 0 06 May 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Jae Hee Lee Matthias Kerzel Kyra Ahrens C. Weber S. Wermter 144 12 0 05 May 2022