Learning Perceptual Inference by Contrasting

29 November 2019

Baoxiong Jia

Papers citing "Learning Perceptual Inference by Contrasting"

23 / 23 papers shown

Title
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning Mikołaj Małkiński Jacek Mańdziuk 39 1 0 16 Jun 2024
Does Visual Pretraining Help End-to-End Reasoning? Chen Sun Calvin Luo Xingyi Zhou Anurag Arnab Cordelia Schmid OCL LRM ViT 40 3 0 17 Jul 2023
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems Fan Shi Bin Li Xiangyang Xue LRM 39 9 0 15 Jul 2023
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices Jingyi Xu Tushar Vaidya Y. Blankenship Saket Chandra Zhangsheng Lai Kai Fong Ernest Chong 48 8 0 21 Mar 2023
Learning to reason over visual objects S. S. Mondal Taylor Webb Jonathan D. Cohen OCL 33 29 0 03 Mar 2023
On the Complexity of Bayesian Generalization Yuge Shi Manjie Xu J. Hopcroft Kun He J. Tenenbaum Song-Chun Zhu Ying Nian Wu Wenjuan Han Yixin Zhu 32 4 0 20 Nov 2022
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability Qinglai Wei Diancheng Chen Beiming Yuan 32 10 0 26 Oct 2022
Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces Vishwa Shah Aditya Sharma Gautam M. Shroff L. Vig T. Dash A. Srinivasan NAI 35 5 0 19 Sep 2022
Evaluating Understanding on Conceptual Abstraction Benchmarks Victor Vikram Odouard Melanie Mitchell ELM 30 14 0 28 Jun 2022
Interactive Visual Reasoning under Uncertainty Manjie Xu Guangyuan Jiang Wei Liang Song-Chun Zhu Yixin Zhu LRM 49 5 0 18 Jun 2022
Symmetry as a Representation of Intuitive Geometry? Wangcheng Xu Snejana Shegheva Ashok K. Goel 21 1 0 04 Jun 2022
Effective Abstract Reasoning with Dual-Contrast Network Tao Zhuo Mohan S. Kankanhalli 16 40 0 27 May 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 127 42 0 28 Jan 2022
Automatic Item Generation of Figural Analogy Problems: A Review and Outlook Yu’an Yang Deepayan Sanyal Joel Michelson James Ainooson M. Kunda 25 5 0 20 Jan 2022
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 24 15 0 01 Oct 2021
Unsupervised Abstract Reasoning for Raven's Problem Matrices Tao Zhuo Qian Huang Mohan S. Kankanhalli LRM 118 22 0 21 Sep 2021
Visual Sensation and Perception Computational Models for Deep Learning: State of the art, Challenges and Prospects Bing Wei Yudi Zhao K. Hao Lei Gao 42 5 0 08 Sep 2021
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution Chi Zhang Baoxiong Jia Song-Chun Zhu Yixin Zhu 28 71 0 26 Mar 2021
Selective Replay Enhances Learning in Online Continual Analogical Reasoning Tyler L. Hayes Christopher Kanan CLL 31 20 0 06 Mar 2021
Scale-Localized Abstract Reasoning Yaniv Benny Niv Pekar Lior Wolf 28 61 0 20 Sep 2020
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning Yuhuai Wu Honghua Dong Roger C. Grosse Jimmy Ba CoGe 24 67 0 08 Jul 2020
Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning Wenhe Zhang Chi Zhang Yixin Zhu Song-Chun Zhu AIMat 19 26 0 25 Apr 2020
Solving Raven's Progressive Matrices with Neural Networks Tao Zhuo Mohan S. Kankanhalli 27 26 0 05 Feb 2020