Learning to Make Analogies by Contrasting Abstract Relational Structure

Learning to Make Analogies by Contrasting Abstract Relational Structure

31 January 2019

Timothy Lillicrap

Papers citing "Learning to Make Analogies by Contrasting Abstract Relational Structure"

18 / 18 papers shown

Title
Learning Task Representations from In-Context Learning Baturay Saglam Zhuoran Yang Dionysis Kalogerias Amin Karbasi 60 2 0 08 Feb 2025
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning Hosung Lee Sejin Kim Seungpil Lee Sanha Hwang Jihwan Lee Byung-Jun Lee Sundong Kim LRM 41 8 0 30 Jul 2024
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning Mikołaj Małkiński Jacek Mańdziuk 39 1 0 16 Jun 2024
Im-Promptu: In-Context Composition from Image Prompts Bhishma Dedhia Michael Chang Jake C. Snell Thomas Griffiths N. Jha LRM MLLM 32 1 0 26 May 2023
Learning to reason over visual objects S. S. Mondal Taylor Webb Jonathan D. Cohen OCL 33 29 0 03 Mar 2023
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 38 294 0 19 Dec 2022
Geoclidean: Few-Shot Generalization in Euclidean Geometry Joy Hsu Jiajun Wu Noah D. Goodman 32 6 0 30 Nov 2022
Multimodal Analogical Reasoning over Knowledge Graphs Ningyu Zhang Lei Li Xiang Chen Xiaozhuan Liang Shumin Deng Huajun Chen 62 26 0 01 Oct 2022
Zero-shot visual reasoning through probabilistic analogical mapping Taylor Webb Shuhao Fu Trevor Bihl K. Holyoak Hongjing Lu LRM 58 12 0 29 Sep 2022
Visual Prompting via Image Inpainting Amir Bar Yossi Gandelsman Trevor Darrell Amir Globerson Alexei A. Efros VLM VPVLM 29 203 0 01 Sep 2022
Interactive Visual Reasoning under Uncertainty Manjie Xu Guangyuan Jiang Wei Liang Song-Chun Zhu Yixin Zhu LRM 47 5 0 18 Jun 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 125 42 0 28 Jan 2022
Unsupervised Abstract Reasoning for Raven's Problem Matrices Tao Zhuo Qian Huang Mohan S. Kankanhalli LRM 113 22 0 21 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
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 13 26 0 25 Apr 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 457 11,715 0 09 Mar 2017