Imagen de Portada

Bridging the Gap: Representation Spaces in Neuro-Symbolic AI

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhang, Xin, Sheng, Victor S.
Formato:	Preprint
Publicado:	2024
Materias:	Artificial Intelligence Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Neuro-Symbolic AI: Explainability, Challenges, and Future Trends
por: Zhang, Xin, et al.
Publicado: (2024)

Symbol Grounding in Neuro-Symbolic AI: A Gentle Introduction to Reasoning Shortcuts
por: Marconato, Emanuele, et al.
Publicado: (2025)

Neuro-Symbolic Rule Lists
por: Xu, Sascha, et al.
Publicado: (2024)

Formal Explanations for Neuro-Symbolic AI
por: Paul, Sushmita, et al.
Publicado: (2024)

Softened Symbol Grounding for Neuro-symbolic Systems
por: Li, Zenan, et al.
Publicado: (2024)

A Learnability Analysis on Neuro-Symbolic Learning
por: He, Hao-Yuan, et al.
Publicado: (2025)

A Balanced Neuro-Symbolic Approach for Commonsense Abductive Logic
por: Cotnareanu, Joseph, et al.
Publicado: (2026)

Explainable Diagnosis Prediction through Neuro-Symbolic Integration
por: Lu, Qiuhao, et al.
Publicado: (2024)

Simple and Effective Transfer Learning for Neuro-Symbolic Integration
por: Daniele, Alessandro, et al.
Publicado: (2024)

The Role of Foundation Models in Neuro-Symbolic Learning and Reasoning
por: Cunnington, Daniel, et al.
Publicado: (2024)

Neuro-Symbolic Imitation Learning: Discovering Symbolic Abstractions for Skill Learning
por: Keller, Leon, et al.
Publicado: (2025)

BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts
por: Marconato, Emanuele, et al.
Publicado: (2024)

Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection
por: Hu, Wen-Chao, et al.
Publicado: (2024)

GRAIL: Autonomous Concept Grounding for Neuro-Symbolic Reinforcement Learning
por: Shindo, Hikaru, et al.
Publicado: (2026)

Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees
por: Tao, Lue, et al.
Publicado: (2023)

Neuro-Symbolic Decoding of Neural Activity
por: Wang, Yanchen, et al.
Publicado: (2026)

Unlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations
por: Bougzime, Oualid, et al.
Publicado: (2025)

NeuroAI for AI Safety
por: Mineault, Patrick, et al.
Publicado: (2024)

Position: Bridge the Gaps between Machine Unlearning and AI Regulation
por: Marino, Bill, et al.
Publicado: (2025)

The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky Patterns
por: Lorello, Luca Salvatore, et al.
Publicado: (2024)

Learning for Long-Horizon Planning via Neuro-Symbolic Abductive Imitation
por: Shao, Jie-Jing, et al.
Publicado: (2024)

A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts
por: Bortolotti, Samuele, et al.
Publicado: (2024)

Automaton Distillation: Neuro-Symbolic Transfer Learning for Deep Reinforcement Learning
por: Singireddy, Suraj, et al.
Publicado: (2023)

Advanced Weakly-Supervised Formula Exploration for Neuro-Symbolic Mathematical Reasoning
por: Wu, Yuxuan, et al.
Publicado: (2025)

Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models
por: Yang, Xiao-Wen, et al.
Publicado: (2025)

Cognitive Load-Aware Inference: A Neuro-Symbolic Framework for Optimizing the Token Economy of Large Language Models
por: Zhang, Yilun
Publicado: (2025)

Neuro-Symbolic Skill Discovery for Conditional Multi-Level Planning
por: Aktas, Hakan, et al.
Publicado: (2024)

Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models
por: Bortolotti, Samuele, et al.
Publicado: (2026)

Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints
por: Scassola, Davide, et al.
Publicado: (2023)

Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens
por: Bortolotti, Samuele, et al.
Publicado: (2025)

Neuro-Symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation
por: Christopher, Jacob K., et al.
Publicado: (2025)

Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning
por: Dickens, Charles, et al.
Publicado: (2024)

HARMONY: Bridging the Personalization-Generalization Gap by Mitigating Representation Skew in Heterogeneous Split Federated Learning
por: Youn, Jiseok, et al.
Publicado: (2026)

Bridging Dynamics Gaps via Diffusion Schrödinger Bridge for Cross-Domain Reinforcement Learning
por: Zhang, Hanping, et al.
Publicado: (2026)

A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance
por: Gama, João, et al.
Publicado: (2024)

Decompose, Structure, and Repair: A Neuro-Symbolic Framework for Autoformalization via Operator Trees
por: Liu, Xiaoyang, et al.
Publicado: (2026)

ICON: Invariant Counterfactual Optimization with Neuro-Symbolic Priors for Text-Based Person Search
por: Wang, Xiangyu, et al.
Publicado: (2026)

NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI
por: Yang, Hanchen, et al.
Publicado: (2025)

Bridging Neural and Symbolic Representations with Transitional Dictionary Learning
por: Cheng, Junyan, et al.
Publicado: (2023)

Hierarchical Neuro-Symbolic Decision Transformer
por: Baheri, Ali, et al.
Publicado: (2025)