Compositional Attention Networks for Machine Reasoning

8 March 2018

Drew A. Hudson

Christopher D. Manning

Papers citing "Compositional Attention Networks for Machine Reasoning"

50 / 74 papers shown

Title
Neuro Symbolic Knowledge Reasoning for Procedural Video Question Answering Thanh-Son Nguyen Hong Yang Tzeh Yuan Neoh Hao Zhang Ee Yeo Keat Basura Fernando NAI 54 0 0 19 Mar 2025
Visual Graph Question Answering with ASP and LLMs for Language Parsing Jakob Johannes Bauer Thomas Eiter Nelson Higuera Ruiz J. Oetsch GNN 59 0 0 13 Feb 2025
Editable-DeepSC: Reliable Cross-Modal Semantic Communications for Facial Editing Bin Chen Wenbo Yu Qinshan Zhang Tianqu Zhuang Yong Jiang Shu-Tao Xia 133 0 0 24 Nov 2024
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Shantanu Jaiswal Debaditya Roy Basura Fernando Cheston Tan ReLM LRM 71 2 0 20 Nov 2024
Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem Declan Campbell Sunayana Rane Tyler Giallanza Nicolò De Sabbata Kia Ghods ... Alexander Ku Steven M. Frankland Thomas L. Griffiths Jonathan D. Cohen Taylor W. Webb 34 13 0 31 Oct 2024
How Could AI Support Design Education? A Study Across Fields Fuels Situating Analytics Ajit Jain Andruid Kerne Hannah Fowler Jinsil Seo Galen Newman Nic Lupfer Aaron Perrine 19 1 0 26 Apr 2024
Enhancing Visual Question Answering through Question-Driven Image Captions as Prompts Övgü Özdemir Erdem Akagündüz 36 10 0 12 Apr 2024
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos Zhicheng Zheng Xin Yan Zhenfang Chen Jingzhou Wang Qin Zhi Eddie Lim Joshua B. Tenenbaum Chuang Gan LRM 32 6 0 09 Feb 2024
GPT-4 Enhanced Multimodal Grounding for Autonomous Driving: Leveraging Cross-Modal Attention with Large Language Models Haicheng Liao Huanming Shen Zhenning Li Chengyue Wang Guofa Li Yiming Bie Chengzhong Xu 34 50 0 06 Dec 2023
3D-Aware Visual Question Answering about Parts, Poses and Occlusions Xingrui Wang Wufei Ma Zhuowan Li Adam Kortylewski Alan L. Yuille CoGe 19 12 0 27 Oct 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 26 50 0 15 Jul 2023
ViperGPT: Visual Inference via Python Execution for Reasoning Dídac Surís Sachit Menon Carl Vondrick MLLM LRM ReLM 45 429 0 14 Mar 2023
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 30 66 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 16 4 0 16 Dec 2022
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning Zhuowan Li Xingrui Wang Elias Stengel-Eskin Adam Kortylewski Wufei Ma Benjamin Van Durme Max Planck Institute for Informatics OOD LRM 19 56 0 01 Dec 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 22 1 0 22 Nov 2022
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems Wang Zhu Jesse Thomason Robin Jia VLM OOD NAI LRM 18 6 0 26 Oct 2022
Neural Attentive Circuits Nasim Rahaman M. Weiß Francesco Locatello C. Pal Yoshua Bengio Bernhard Schölkopf Erran L. Li Nicolas Ballas 19 6 0 14 Oct 2022
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation Qiming Bao A. Peng Tim Hartill N. Tan Zhenyun Deng Michael Witbrock Jiamou Liu ReLM OOD NAI LRM 29 13 0 28 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 9 0 0 06 Jul 2022
V-Doc : Visual questions answers with Documents Yihao Ding Zhe Huang Runlin Wang Yanhang Zhang Xianru Chen Yuzhong Ma Hyunsuk Chung S. Han 11 15 0 27 May 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs G. Felhi Joseph Le Roux Djamé Seddah DRL 21 2 0 12 May 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning Jae Hee Lee Matthias Kerzel Kyra Ahrens C. Weber S. Wermter 27 8 0 05 May 2022
RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning Xiaojian Ma Weili Nie Zhiding Yu Huaizu Jiang Chaowei Xiao Yuke Zhu Song-Chun Zhu Anima Anandkumar ViT LRM 22 19 0 24 Apr 2022
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations Leonard Salewski A. Sophia Koepke Hendrik P. A. Lensch Zeynep Akata LRM NAI 25 20 0 05 Apr 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations Lingjie Mei Jiayuan Mao Ziqi Wang Chuang Gan J. Tenenbaum VLM 12 21 0 30 Mar 2022
Measuring CLEVRness: Blackbox testing of Visual Reasoning Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski 13 3 0 24 Feb 2022
Compositional Learning-based Planning for Vision POMDPs Sampada Deglurkar M. H. Lim Johnathan Tucker Zachary Sunberg Aleksandra Faust Claire Tomlin 32 4 0 17 Dec 2021
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering Jianjian Cao Xiameng Qin Sanyuan Zhao Jianbing Shen 23 20 0 14 Dec 2021
Inducing Causal Structure for Interpretable Neural Networks Atticus Geiger Zhengxuan Wu Hanson Lu J. Rozner Elisa Kreiss Thomas F. Icard Noah D. Goodman Christopher Potts CML OOD 16 70 0 01 Dec 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 22 74 0 28 Oct 2021
Dynamic Inference with Neural Interpreters Nasim Rahaman Muhammad Waleed Gondal S. Joshi Peter V. Gehler Yoshua Bengio Francesco Locatello Bernhard Schölkopf 21 31 0 12 Oct 2021
ReaSCAN: Compositional Reasoning in Language Grounding Zhengxuan Wu Elisa Kreiss Desmond C. Ong Christopher Potts CoGe LRM 21 22 0 18 Sep 2021
Neural Unification for Logic Reasoning over Natural Language Gabriele Picco Hoang Thanh Lam M. Sbodio Vanessa Lopez Garcia NAI LRM 16 13 0 17 Sep 2021
Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization Zachary Susskind Bryce Arden L. John Patrick A Stockton E. John NAI 22 40 0 13 Sep 2021
Robotic Occlusion Reasoning for Efficient Object Existence Prediction Mengdi Li C. Weber Matthias Kerzel Jae Hee Lee Zheni Zeng Zhiyuan Liu S. Wermter 6 7 0 26 Jul 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 22 2 0 28 Jun 2021
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training Hongwei Xue Yupan Huang Bei Liu Houwen Peng Jianlong Fu Houqiang Li Jiebo Luo 22 88 0 25 Jun 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 46 858 0 26 Apr 2021
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning Zhenfang Chen Jiayuan Mao Jiajun Wu Kwan-Yee Kenneth Wong J. Tenenbaum Chuang Gan VGen 31 92 0 30 Mar 2021
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA Yonatan Bitton Gabriel Stanovsky Roy Schwartz Michael Elhadad CoGe 14 33 0 17 Mar 2021
MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering Aisha Urooj Khan Amir Mazaheri N. Lobo M. Shah 24 56 0 27 Oct 2020
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games Yunqiu Xu Meng Fang Ling-Hao Chen Yali Du Joey Tianyi Zhou Chengqi Zhang OffRL 15 44 0 22 Oct 2020
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies Itai Gat Idan Schwartz A. Schwing Tamir Hazan 51 89 0 21 Oct 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 22 6 0 18 Sep 2020
Cosine meets Softmax: A tough-to-beat baseline for visual grounding N. Rufus U. R. Nair K. M. Krishna Vineet Gandhi 14 13 0 13 Sep 2020
Systematic Generalization on gSCAN with Language Conditioned Embedding Tong Gao Qi Huang Raymond J. Mooney 11 22 0 11 Sep 2020
AiR: Attention with Reasoning Capability Shi Chen Ming Jiang Jinhui Yang Qi Zhao LRM 11 36 0 28 Jul 2020
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning Yuhuai Wu Honghua Dong Roger C. Grosse Jimmy Ba CoGe 19 66 0 08 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 24 487 0 11 Jun 2020