A simple neural network module for relational reasoning

5 June 2017

Papers citing "A simple neural network module for relational reasoning"

50 / 221 papers shown

Title
Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions Huaizu Jiang Xiaojian Ma Weili Nie Zhiding Yu Yuke Zhu Song-Chun Zhu Anima Anandkumar VLM 26 36 0 27 May 2022
Amortized Inference for Causal Structure Learning Lars Lorch Scott Sussex Jonas Rothfuss Andreas Krause Bernhard Schölkopf CML 26 60 0 25 May 2022
Efficient anti-symmetrization of a neural network layer by taming the sign problem Nilin Abrahamsen Lin Lin 23 0 0 24 May 2022
Progressive Learning for Image Retrieval with Hybrid-Modality Queries Yida Zhao Yuqing Song Qin Jin 8 29 0 24 Apr 2022
Training and challenging models for text-guided fashion image retrieval Eric Dodds Jack Culpepper Gaurav Srivastava 16 8 0 23 Apr 2022
Theory of Graph Neural Networks: Representation and Learning Stefanie Jegelka GNN AI4CE 33 68 0 16 Apr 2022
Optimal quadratic binding for relational reasoning in vector symbolic neural architectures Naoki Hiratani H. Sompolinsky 17 5 0 14 Apr 2022
Measuring CLEVRness: Blackbox testing of Visual Reasoning Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski 13 3 0 24 Feb 2022
Learning the nonlinear dynamics of soft mechanical metamaterials with graph networks Tianju Xue S. Adriaenssens S. Mao AI4CE 6 26 0 24 Feb 2022
ARM3D: Attention-based relation module for indoor 3D object detection Yuqing Lan Yao Duan Chenyi Liu Chenyang Zhu Yueshan Xiong Hui Huang Kai Xu ViT 3DPC 31 18 0 20 Feb 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 120 41 0 28 Jan 2022
Compact Graph Structure Learning via Mutual Information Compression Nian Liu Xiao Wang Lingfei Wu Yu Chen Xiaojie Guo Chuan Shi 28 45 0 14 Jan 2022
Neuro-Symbolic Hierarchical Rule Induction Claire Glanois Xuening Feng Zhaohui Jiang Paul Weng Matthieu Zimmer Dong Li Wulong Liu NAI 28 22 0 26 Dec 2021
Reasoning Structural Relation for Occlusion-Robust Facial Landmark Localization Congcong Zhu Xiaoqiang Li Jide Li Songmin Dai Weiqin Tong CVBM 25 10 0 19 Dec 2021
Flexible Networks for Learning Physical Dynamics of Deformable Objects Jinhyung D. Park Dohae Lee In-Kwon Lee 3DPC AI4CE 25 2 0 07 Dec 2021
JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering Yueqing Sun Qi Shi Le Qi Yu Zhang RALM LRM 13 69 0 06 Dec 2021
Causal-based Time Series Domain Generalization for Vehicle Intention Prediction Yeping Hu Xiaogang Jia M. Tomizuka Wei Zhan OOD 32 25 0 03 Dec 2021
Dyadic Human Motion Prediction Isinsu Katircioglu C. Georgantas Mathieu Salzmann Pascal Fua 24 11 0 01 Dec 2021
Classification-Regression for Chart Comprehension Matan Levy Rami Ben-Ari Dani Lischinski 23 15 0 29 Nov 2021
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation Yan Zhang David W. Zhang Simon Lacoste-Julien Gertjan J. Burghouts Cees G. M. Snoek BDL 35 21 0 23 Nov 2021
Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning Yizhen Zhang Minkyu Choi Kuan Han Zhongming Liu VLM 15 15 0 13 Nov 2021
Discovering Latent Representations of Relations for Interacting Systems Dohae Lee Young-Jin Oh In-Kwon Lee BDL 21 1 0 10 Nov 2021
In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications Borja G. Leon Murray Shanahan Francesco Belardinelli AI4CE 18 15 0 18 Oct 2021
Object-Region Video Transformers Roei Herzig Elad Ben-Avraham K. Mangalam Amir Bar Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 17 82 0 13 Oct 2021
Commonsense Knowledge in Word Associations and ConceptNet Chunhua Liu Trevor Cohn Lea Frermann 24 7 0 20 Sep 2021
Nearest Neighbour Few-Shot Learning for Cross-lingual Classification M Saiful Bari Batool Haider Saab Mansour VLM 11 13 0 06 Sep 2021
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models Zheyuan Liu Cristian Rodriguez-Opazo Damien Teney Stephen Gould VLM 19 192 0 09 Aug 2021
A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware Philipp Plank A. Rao Andreas Wild Wolfgang Maass 8 102 0 08 Jul 2021
Discrete-Valued Neural Communication Dianbo Liu DianboLiu Alex Lamb Kenji Kawaguchi Anirudh Goyal Chen Sun Michael C. Mozer Yoshua Bengio 23 50 0 06 Jul 2021
Universal Approximation of Functions on Sets E. Wagstaff F. Fuchs Martin Engelcke Michael A. Osborne Ingmar Posner PINN 27 54 0 05 Jul 2021
RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks Christopher Xie Arsalan Mousavian Yu Xiang D. Fox 15 19 0 29 Jun 2021
A More Compact Object Detector Head Network with Feature Enhancement and Relational Reasoning Wen Zhang Chong Fu Xiang shi Chang T. Zhao Xiang Li Chiu-Wing Sham ObjD 15 14 0 28 Jun 2021
Grounding Spatio-Temporal Language with Transformers Tristan Karch Laetitia Teodorescu Katja Hofmann Clément Moulin-Frier Pierre-Yves Oudeyer LM&Ro 14 11 0 16 Jun 2021
Semi-Supervised 3D Hand-Object Poses Estimation with Interactions in Time Shao-Wei Liu Hanwen Jiang Jiarui Xu Sifei Liu Xiaolong Wang 3DH 35 160 0 09 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 55 858 0 26 Apr 2021
Link Prediction on N-ary Relational Data Based on Relatedness Evaluation Saiping Guan Xiaolong Jin Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 31 26 0 21 Apr 2021
Towards a Collective Agenda on AI for Earth Science Data Analysis D. Tuia R. Roscher Jan Dirk Wegner Nathan Jacobs Xiaoxiang Zhu Gustau Camps-Valls AI4CE 39 68 0 11 Apr 2021
Multi-Pretext Attention Network for Few-shot Learning with Self-supervision Hainan Li Renshuai Tao Jun Li Haotong Qin Yifu Ding Shuo Wang Xianglong Liu SSL 27 8 0 10 Mar 2021
Selective Replay Enhances Learning in Online Continual Analogical Reasoning Tyler L. Hayes Christopher Kanan CLL 16 20 0 06 Mar 2021
Combinatorial optimization and reasoning with graph neural networks Quentin Cappart Didier Chételat Elias Boutros Khalil Andrea Lodi Christopher Morris Petar Velickovic AI4CE 32 346 0 18 Feb 2021
StablePose: Learning 6D Object Poses from Geometrically Stable Patches Yifei Shi J. Huang Xin Xu Yifan Zhang Kai Xu 30 39 0 18 Feb 2021
Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition Xueting Zhang Debin Meng H. Gouk Timothy M. Hospedales BDL UQCV 25 67 0 08 Jan 2021
Emergent Symbols through Binding in External Memory Taylor W. Webb I. Sinha J. Cohen 67 64 0 29 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 115 0 16 Dec 2020
GTA: Global Temporal Attention for Video Action Understanding Bo He Xitong Yang Zuxuan Wu Hao Chen Ser-Nam Lim Abhinav Shrivastava ViT 30 27 0 15 Dec 2020
Learning Aggregation Functions Giovanni Pellegrini Alessandro Tibo P. Frasconi Andrea Passerini M. Jaeger FedML 10 19 0 15 Dec 2020
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Xueyi Li Tianfei Zhou Jianwu Li Yi Zhou Zhaoxiang Zhang 20 122 0 09 Dec 2020
Deep Learning for Medical Anomaly Detection -- A Survey Tharindu Fernando Harshala Gammulle Simon Denman S. Sridharan Clinton Fookes OOD 20 268 0 04 Dec 2020
Relational Learning for Skill Preconditions Mohit Sharma Oliver Kroemer SSL 6 18 0 03 Dec 2020
Semi-Supervised Few-Shot Atomic Action Recognition Xiaoyuan Ni Sizhe Song Yu-Wing Tai Chi-Keung Tang 16 3 0 17 Nov 2020