Closed Loop Neural-Symbolic Learning via Integrating Neural Perception,
Grammar Parsing, and Symbolic Reasoning

Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning

11 June 2020

Papers citing "Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning"

15 / 15 papers shown

Title
A Smooth Transition Between Induction and Deduction: Fast Abductive Learning Based on Probabilistic Symbol Perception Lin Jia Si-Yu Han Lan-Zhe Guo Zhi Zhou Zhao-Long Li Yu-Feng Li Zhi-Hua Zhou 45 0 0 18 Feb 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Y. Yang Xiao Lin Zhipeng Zhao SSL 71 9 0 28 Jan 2025
LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation Bowen Li Zhaoyu Li Qiwei Du Jinqi Luo Wenshan Wang ... Katia P. Sycara Pradeep Kumar Ravikumar Alexander G. Gray X. Si Sebastian A. Scherer AI4CE LRM 74 3 0 01 Nov 2024
Dolphin: A Programmable Framework for Scalable Neurosymbolic Learning Aaditya Naik Jason Liu Claire Wang Saikat Dutta Mayur Naik Mayur Naik Eric Wong 26 1 0 04 Oct 2024
LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision Jiani Huang Ziyang Li Mayur Naik Ser-Nam Lim 35 3 0 15 Apr 2023
Scallop: A Language for Neurosymbolic Programming Ziyang Li Jiani Huang Mayur Naik ReLM LRM NAI 14 30 0 10 Apr 2023
A Scalable Technique for Weak-Supervised Learning with Domain Constraints Sudhir Agarwal A. Sreepathy Lalla Mouatadid 11 0 0 12 Jan 2023
Neural-Symbolic Recursive Machine for Systematic Generalization Qing Li Yixin Zhu Yitao Liang Ying Nian Wu Song-Chun Zhu Siyuan Huang NAI 24 9 0 04 Oct 2022
Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis Gangming Zhao Quanlong Feng Chaoqi Chen Zhen Zhou Yizhou Yu 32 30 0 19 Aug 2022
Neuro-Symbolic Learning: Principles and Applications in Ophthalmology Muhammad Hassan Haifei Guan Aikaterini Melliou Yuqi Wang Qianhui Sun ... Qi Huang Jiefu Tan Qinwang Xing Peiwu Qin Dongmei Yu NAI 19 14 0 31 Jul 2022
Leveraging Relational Information for Learning Weakly Disentangled Representations Andrea Valenti D. Bacciu CoGe DRL 14 5 0 20 May 2022
DeepStochLog: Neural Stochastic Logic Programming Thomas Winters G. Marra Robin Manhaeve Luc de Raedt BDL NAI 12 61 0 23 Jun 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
Neural Modular Control for Embodied Question Answering Abhishek Das Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 120 127 0 26 Oct 2018
Speaker-Follower Models for Vision-and-Language Navigation Daniel Fried Ronghang Hu Volkan Cirik Anna Rohrbach Jacob Andreas Louis-Philippe Morency Taylor Berg-Kirkpatrick Kate Saenko Dan Klein Trevor Darrell LM&Ro LRM 246 495 0 07 Jun 2018