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1912.00086
Cited By
Learning Perceptual Inference by Contrasting
Neural Information Processing Systems (NeurIPS), 2019
29 November 2019
Chi Zhang
Baoxiong Jia
Feng Gao
Yixin Zhu
Hongjing Lu
Song-Chun Zhu
LRM
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Papers citing
"Learning Perceptual Inference by Contrasting"
50 / 72 papers shown
A Study of Rule Omission in Raven's Progressive Matrices
Binze Li
91
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03 Oct 2025
DIO: Refining Mutual Information and Causal Chain to Enhance Machine Abstract Reasoning Ability
Ruizhuo Song
Beiming Yuan
LRM
334
0
0
21 Aug 2025
Oedipus and the Sphinx: Benchmarking and Improving Visual Language Models for Complex Graphic Reasoning
Jianyi Zhang
Xu Ji
Ziyin Zhou
Yuchen Zhou
Shubo Shi
Haoyu Wu
Zhen Li
Shizhao Liu
ReLM
CoGe
LRM
VLM
179
1
0
01 Aug 2025
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks
International Joint Conference on Artificial Intelligence (IJCAI), 2025
Mikołaj Małkiński
Jacek Mańdziuk
229
1
0
19 May 2025
Johnny: Structuring Representation Space to Enhance Machine Abstract Reasoning Ability
Ruizhuo Song
Beiming Yuan
171
0
0
13 May 2025
GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs
International Conference on Learning Representations (ICLR), 2025
Kalliopi Basioti
Pritish Sahu
Qingze Tony Liu
Zihao Xu
Hao Wang
Vladimir Pavlovic
292
0
0
30 Mar 2025
Unraveling the geometry of visual relational reasoning
Jiaqi Shang
Gabriel Kreiman
Haim Sompolinsky
239
0
0
24 Feb 2025
Learning Visual Abstract Reasoning through Dual-Stream Networks
AAAI Conference on Artificial Intelligence (AAAI), 2024
Kai Zhao
Chang Xu
Bailu Si
346
9
0
29 Nov 2024
Funny-Valen-Tine: Planning Solution Distribution Enhances Machine Abstract Reasoning Ability
Ruizhuo Song
Beiming Yuan
OOD
347
0
0
02 Jul 2024
ViTCN: Vision Transformer Contrastive Network For Reasoning
Bo Song
Yuanhao Xu
Yichao Wu
LRM
175
9
0
15 Mar 2024
Slot Abstractors: Toward Scalable Abstract Visual Reasoning
S. S. Mondal
Jonathan D. Cohen
Taylor W. Webb
OCL
251
10
0
06 Mar 2024
Triple-CFN: Restructuring Concept and Feature Spaces for Enhancing Abstract Reasoning Process
Ruizhuo Song
Beiming Yuan
LRM
782
0
0
05 Mar 2024
Integration of cognitive tasks into artificial general intelligence test for large models
Youzhi Qu
Chen Wei
Penghui Du
Wenxin Che
Chi Zhang
...
Bin Hu
Kai Du
Haiyan Wu
Jia Liu
Quanying Liu
ELM
185
12
0
04 Feb 2024
Sandra -- A Neuro-Symbolic Reasoner Based On Descriptions And Situations
Nicolas Lazzari
S. D. Giorgis
Aldo Gangemi
Valentina Presutti
316
7
0
01 Feb 2024
Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and Selection
Fan Shi
Bin Li
Xiangyang Xue
ReLM
LRM
308
5
0
18 Jan 2024
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems
AAAI Conference on Artificial Intelligence (AAAI), 2023
Mikolaj Malkiñski
Jacek Mańdziuk
200
9
0
15 Dec 2023
A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing
Yu’an Yang
Deepayan Sanyal
James Ainooson
Joel Michelson
Effat Farhana
M. Kunda
427
6
0
19 Sep 2023
Learning Abstract Visual Reasoning via Task Decomposition: A Case Study in Raven Progressive Matrices
International Journal of Applied Mathematics and Computer Sciences (JAMCS), 2023
Jakub M. Kwiatkowski
K. Krawiec
135
2
0
12 Aug 2023
Does Visual Pretraining Help End-to-End Reasoning?
Neural Information Processing Systems (NeurIPS), 2023
Chen Sun
Calvin Luo
Xingyi Zhou
Anurag Arnab
Cordelia Schmid
OCL
LRM
ViT
323
4
0
17 Jul 2023
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems
Fan Shi
Bin Li
Xiangyang Xue
LRM
179
11
0
15 Jul 2023
MEWL: Few-shot multimodal word learning with referential uncertainty
International Conference on Machine Learning (ICML), 2023
Guangyuan Jiang
Manjie Xu
Shiji Xin
Weihan Liang
Yujia Peng
Fangqiu Yi
Yixin Zhu
OffRL
297
28
0
01 Jun 2023
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices
Computer Vision and Pattern Recognition (CVPR), 2023
Aoxiang Fan
Tushar Vaidya
Y. Blankenship
Saket Chandra
Zhangsheng Lai
Kai Fong Ernest Chong
384
11
0
21 Mar 2023
Learning to reason over visual objects
International Conference on Learning Representations (ICLR), 2023
S. S. Mondal
Taylor Webb
Jonathan D. Cohen
OCL
394
34
0
03 Mar 2023
Deep Non-Monotonic Reasoning for Visual Abstract Reasoning Tasks
Yu’an Yang
Deepayan Sanyal
Joel Michelson
James Ainooson
M. Kunda
333
0
0
08 Feb 2023
On the Complexity of Bayesian Generalization
International Conference on Machine Learning (ICML), 2022
Yuge Shi
Manjie Xu
John E. Hopcroft
Kun He
J. Tenenbaum
Song-Chun Zhu
Ying Nian Wu
Wenjuan Han
Yixin Zhu
315
6
0
20 Nov 2022
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability
Qinglai Wei
Diancheng Chen
Beiming Yuan
253
13
0
26 Oct 2022
Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces
International Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2022
Vishwa Shah
Aditya Sharma
Gautam M. Shroff
Lovekesh Vig
T. Dash
Harshvardhan Mestha
NAI
229
7
0
19 Sep 2022
Evaluating Understanding on Conceptual Abstraction Benchmarks
Victor Vikram Odouard
Melanie Mitchell
ELM
160
16
0
28 Jun 2022
SAViR-T: Spatially Attentive Visual Reasoning with Transformers
Pritish Sahu
Kalliopi Basioti
Vladimir Pavlovic
LRM
225
17
0
18 Jun 2022
Interactive Visual Reasoning under Uncertainty
Neural Information Processing Systems (NeurIPS), 2022
Manjie Xu
Guangyuan Jiang
Wei Liang
Song-Chun Zhu
Yixin Zhu
LRM
299
9
0
18 Jun 2022
DETR++: Taming Your Multi-Scale Detection Transformer
Chi Zhang
Lijuan Liu
Xiaoxue Zang
Frederick Liu
Hao Zhang
Xi-gang Song
Jin-Duan Chen
ViT
133
8
0
07 Jun 2022
Symmetry as a Representation of Intuitive Geometry?
Wangcheng Xu
Snejana Shegheva
Ashok K. Goel
93
1
0
04 Jun 2022
Effective Abstract Reasoning with Dual-Contrast Network
International Conference on Learning Representations (ICLR), 2022
Tao Zhuo
Mohan S. Kankanhalli
231
47
0
27 May 2022
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Michael Hersche
Mustafa Zeqiri
Luca Benini
Abu Sebastian
Abbas Rahimi
NAI
260
115
0
09 Mar 2022
A Review of Emerging Research Directions in Abstract Visual Reasoning
Information Fusion (Inf. Fusion), 2022
Mikolaj Malkiñski
Jacek Mańdziuk
296
47
0
21 Feb 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices
ACM Computing Surveys (ACM CSUR), 2022
Mikolaj Malkiñski
Jacek Mańdziuk
493
54
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
156
5
0
20 Jan 2022
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
Fangqiu Yi
Sirui Xie
Baoxiong Jia
Ying Nian Wu
Song-Chun Zhu
Yixin Zhu
305
45
0
25 Nov 2021
Two-stage Rule-induction Visual Reasoning on RPMs with an Application to Video Prediction
Wentao He
Jianfeng Ren
Ruibin Bai
Xudong Jiang
LRM
302
8
0
24 Nov 2021
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
153
17
0
01 Oct 2021
Unsupervised Abstract Reasoning for Raven's Problem Matrices
Tao Zhuo
Qian Huang
Mohan S. Kankanhalli
LRM
325
26
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
223
5
0
08 Sep 2021
Abstract Reasoning via Logic-guided Generation
Sihyun Yu
Sangwoo Mo
SungSoo Ahn
Jinwoo Shin
218
7
0
22 Jul 2021
Visual analogy: Deep learning versus compositional models
Annual Meeting of the Cognitive Science Society (CogSci), 2021
Nicholas Ichien
Qing Liu
Shuhao Fu
K. Holyoak
Alan Yuille
Hongjing Lu
CoGe
189
22
0
14 May 2021
Self-supervised Spatial Reasoning on Multi-View Line Drawings
Computer Vision and Pattern Recognition (CVPR), 2021
Siyuan Xiang
Anbang Yang
Yanfei Xue
Yaoqing Yang
Chen Feng
SSL
3DPC
287
2
0
27 Apr 2021
Probabilistic Analogical Mapping with Semantic Relation Networks
Psychology Review (Psychol. Rev.), 2021
Hongjing Lu
Nicholas Ichien
K. Holyoak
321
40
0
30 Mar 2021
ACRE: Abstract Causal REasoning Beyond Covariation
Computer Vision and Pattern Recognition (CVPR), 2021
Fangqiu Yi
Baoxiong Jia
Mark Edmonds
Song-Chun Zhu
Yixin Zhu
CML
244
55
0
26 Mar 2021
Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution
Computer Vision and Pattern Recognition (CVPR), 2021
Fangqiu Yi
Baoxiong Jia
Song-Chun Zhu
Yixin Zhu
296
82
0
26 Mar 2021
Toward Building Science Discovery Machines
A. Khalili
A. Bouchachia
AI4CE
360
1
0
24 Mar 2021
Raven's Progressive Matrices Completion with Latent Gaussian Process Priors
AAAI Conference on Artificial Intelligence (AAAI), 2021
Fan Shi
Bin Li
Xiangyang Xue
LRM
301
10
0
22 Mar 2021
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