The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision

26 April 2019

Jiayuan Mao

Chuang Gan

Jiajun Wu

Papers citing "The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision"

50 / 139 papers shown

Title
Curriculum Abductive Learning Wen-Chao Hu Qi-Jie Li Lin Jia Cunjing Ge Yu-Feng Li Yuan Jiang Zhi-Hua Zhou 17 0 0 18 May 2025
NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI Hanchen Yang Zishen Wan Ritik Raj Joongun Park Ziwei Li A. Samajdar A. Raychowdhury Tushar Krishna 26 0 0 27 Apr 2025
Evolving Symbolic 3D Visual Grounder with Weakly Supervised Reflection Boyu Mi Hanqing Wang Tai Wang Yilun Chen Jiangmiao Pang 76 0 0 21 Feb 2025
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 52 1 0 18 Feb 2025
DiSciPLE: Learning Interpretable Programs for Scientific Visual Discovery Utkarsh Mall Cheng Perng Phoo Mia Chiquier Bharath Hariharan Kavita Bala Carl Vondrick 79 1 0 17 Feb 2025
Neuro-Symbolic Contrastive Learning for Cross-domain Inference Mingyue Liu Ryo Ueda Zhen Wan Katsumi Inoue Chris G. Willcocks NAI 72 0 0 13 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 Yuqing Yang Xiao Lin Zhipeng Zhao SSL 89 9 0 28 Jan 2025
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Shantanu Jaiswal Debaditya Roy Basura Fernando Cheston Tan ReLM LRM 79 2 0 20 Nov 2024
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 81 3 0 01 Nov 2024
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning Hikaru Shindo Quentin Delfosse Devendra Singh Dhami Kristian Kersting 43 3 0 15 Oct 2024
SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems Ismail R. Alkhouri Shijun Liang Cheng-Han Huang Jimmy Dai Qing Qu S. Ravishankar Rongrong Wang DiffM MedIm 14 7 0 06 Oct 2024
Dolphin: A Programmable Framework for Scalable Neurosymbolic Learning Aaditya Naik Jason Liu Claire Wang Saikat Dutta Mayur Naik Mayur Naik Eric Wong 39 1 0 04 Oct 2024
ProSLM : A Prolog Synergized Language Model for explainable Domain Specific Knowledge Based Question Answering Priyesh Vakharia Abigail Kufeldt Max Meyers Ian Lane Leilani H. Gilpin 34 0 0 17 Sep 2024
What Makes a Maze Look Like a Maze? Joy Hsu Jiayuan Mao J. Tenenbaum Noah D. Goodman Jiajun Wu OCL 59 6 0 12 Sep 2024
A Moonshot for AI Oracles in the Sciences Bryan Kaiser Tailin Wu Maike Sonnewald Colin Thackray Skylar Callis AI4CE 51 0 0 25 Jun 2024
From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks Jacob Russin Sam Whitman McGrath Danielle J. Williams Lotem Elber-Dorozko AI4CE 75 3 0 24 May 2024
Closed Loop Interactive Embodied Reasoning for Robot Manipulation Michal Nazarczuk Jan Kristof Behrens Karla Stepanova Matej Hoffmann K. Mikolajczyk LM&Ro LRM 55 1 0 23 Apr 2024
Pre-trained Vision-Language Models Learn Discoverable Visual Concepts Yuan Zang Tian Yun Hao Tan Trung Bui Chen Sun VLM CoGe 60 9 0 19 Apr 2024
Enhancing Visual Question Answering through Question-Driven Image Captions as Prompts Övgü Özdemir Erdem Akagündüz 44 10 0 12 Apr 2024
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA Zhuowan Li Bhavan A. Jasani Peng Tang Shabnam Ghadar LRM 39 8 0 25 Mar 2024
Acquiring Linguistic Knowledge from Multimodal Input Theodor Amariucai Alexander Scott Warstadt CLL 37 2 0 27 Feb 2024
OLViT: Multi-Modal State Tracking via Attention-Based Embeddings for Video-Grounded Dialog Adnen Abdessaied Manuel von Hochmeister Andreas Bulling 40 2 0 20 Feb 2024
PhotoScout: Synthesis-Powered Multi-Modal Image Search Celeste Barnaby Qiaochu Chen Chenglong Wang Işıl Dillig 48 2 0 19 Jan 2024
Image Translation as Diffusion Visual Programmers Cheng Han James Liang Qifan Wang Majid Rabbani S. Dianat Raghuveer M. Rao Ying Nian Wu Dongfang Liu 29 8 0 18 Jan 2024
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 32 117 0 08 Dec 2023
Continual Referring Expression Comprehension via Dual Modular Memorization Hengtao Shen Cheng Chen Peng Wang Lianli Gao Ming Wang Jingkuan Song ObjD 38 3 0 25 Nov 2023
Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments Danial Kamali Parisa Kordjamshidi 36 1 0 07 Nov 2023
3D-Aware Visual Question Answering about Parts, Poses and Occlusions Xingrui Wang Wufei Ma Zhuowan Li Adam Kortylewski Alan Yuille CoGe 27 12 0 27 Oct 2023
Codebook Features: Sparse and Discrete Interpretability for Neural Networks Alex Tamkin Mohammad Taufeeque Noah D. Goodman 35 27 0 26 Oct 2023
What's Left? Concept Grounding with Logic-Enhanced Foundation Models Joy Hsu Jiayuan Mao Joshua B. Tenenbaum Jiajun Wu VLM ReLM LRM 40 21 0 24 Oct 2023
A Novel Neural-symbolic System under Statistical Relational Learning Dongran Yu Xueyan Liu Shirui Pan Anchen Li Bo Yang AI4CE NAI 14 1 0 16 Sep 2023
Efficient Learning of Discrete-Continuous Computation Graphs David Friede Mathias Niepert 13 3 0 26 Jul 2023
Does Visual Pretraining Help End-to-End Reasoning? Chen Sun Calvin Luo Xingyi Zhou Anurag Arnab Cordelia Schmid OCL LRM ViT 38 3 0 17 Jul 2023
Injecting Logical Constraints into Neural Networks via Straight-Through Estimators Zhun Yang Joohyung Lee Chi-youn Park 25 19 0 10 Jul 2023
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling Devendra Singh Dhami Kristian Kersting NAI 34 6 0 03 Jul 2023
Rapid Image Labeling via Neuro-Symbolic Learning Yifeng Wang Zhi Tu Yiwen Xiang Shiyuan Zhou Xiyuan Chen Bingxuan Li Tianyi Zhang VLM 37 6 0 18 Jun 2023
Scalable Neural-Probabilistic Answer Set Programming Arseny Skryagin Daniel Ochs Devendra Singh Dhami Kristian Kersting 42 5 0 14 Jun 2023
SNeL: A Structured Neuro-Symbolic Language for Entity-Based Multimodal Scene Understanding Silvan Ferreira Allan Martins Ivanovitch Silva 32 0 0 09 Jun 2023
TaxoKnow: Taxonomy as Prior Knowledge in the Loss Function of Multi-class Classification Mohsen Pourvali Yao Meng Chen Sheng Yangzhou Du 15 0 0 24 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning Liangming Pan Alon Albalak Xinyi Wang William Yang Wang ReLM LRM AI4CE 49 234 0 20 May 2023
Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming Hanlin Zhang Jiani Huang Ziyang Li Mayur Naik Eric P. Xing ReLM LRM 30 28 0 05 May 2023
Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning Sofoklis Kyriakopoulos Artur Garcez NAI LRM 21 0 0 03 May 2023
LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision Jiani Huang Ziyang Li Mayur Naik Ser-Nam Lim 37 3 0 15 Apr 2023
Scallop: A Language for Neurosymbolic Programming Ziyang Li Jiani Huang Mayur Naik ReLM LRM NAI 24 30 0 10 Apr 2023
Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following Mingyu Ding Yan Xu Zhenfang Chen David D. Cox Ping Luo J. Tenenbaum Chuang Gan LM&Ro 59 21 0 07 Apr 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 30 0 0 23 Mar 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 29 209 0 16 Jan 2023
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning Zhenfang Chen Qinhong Zhou Songlin Yang Yining Hong Hao Zhang Chuang Gan LRM VLM 37 36 0 12 Jan 2023
LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning Sayan Ghosh Rakesh R Menon Shashank Srivastava 30 2 0 18 Dec 2022
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning Zhuowan Li Xingrui Wang Elias Stengel-Eskin Adam Kortylewski Wufei Ma Benjamin Van Durme Max Planck Institute for Informatics OOD LRM 29 58 0 01 Dec 2022