Imagen de Portada

Abduction-Deduction Entanglement: Domain Generalization via Representation Transplants

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Jalaldoust, Kasra, Bareinboum, Elias
Formato:	Preprint
Publicado:	2026
Materias:	Machine Learning Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Partial Transportability for Domain Generalization
por: Jalaldoust, Kasra, et al.
Publicado: (2025)

Multi-Domain Causal Discovery in Bijective Causal Models
por: Jalaldoust, Kasra, et al.
Publicado: (2025)

Abduction of Domain Relationships from Data for VQA
por: Chowdhury, Al Mehdi Saadat, et al.
Publicado: (2025)

Geospatial Trajectory Generation via Efficient Abduction: Deployment for Independent Testing
por: Bavikadi, Divyagna, et al.
Publicado: (2024)

Diffusion Counterfactual Generation with Semantic Abduction
por: Rasal, Rajat, et al.
Publicado: (2025)

Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures
por: Hersche, Michael, et al.
Publicado: (2024)

From Entanglement to Alignment: Representation Space Decomposition for Unsupervised Time Series Domain Adaptation
por: Cai, Rongyao, et al.
Publicado: (2025)

Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis
por: Lim, Brian Y., et al.
Publicado: (2023)

Domain Generalization In Robust Invariant Representation
por: Gupta, Gauri, et al.
Publicado: (2023)

Hierarchical Causal Abduction: A Foundation Framework for Explainable Model Predictive Control
por: Naagarajan, Ramesh Arvind, et al.
Publicado: (2026)

Boosting Deductive Reasoning with Step Signals In RLHF
por: Li, Jialian, et al.
Publicado: (2024)

ML-Driven Approaches to Combat Medicare Fraud: Advances in Class Imbalance Solutions, Feature Engineering, Adaptive Learning, and Business Impact
por: Farahmandazad, Dorsa, et al.
Publicado: (2025)

Humanoid-inspired Causal Representation Learning for Domain Generalization
por: Tao, Ze, et al.
Publicado: (2025)

Lattice Deduction Transformers
por: Davis, Liam, et al.
Publicado: (2026)

Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
por: Song, Yeongwoo, et al.
Publicado: (2022)

Invariant Correlation of Representation with Label: Enhancing Domain Generalization in Noisy Environments
por: Jin, Gaojie, et al.
Publicado: (2024)

FedCCRL: Federated Domain Generalization with Cross-Client Representation Learning
por: Wang, Xinpeng, et al.
Publicado: (2024)

Augmenting Safety-Critical Driving Scenarios while Preserving Similarity to Expert Trajectories
por: Mirkhani, Hamidreza, et al.
Publicado: (2024)

Bringing Multi-Modal Multi-Task Federated Foundation Models to Education Domain: Prospects and Challenges
por: Borazjani, Kasra, et al.
Publicado: (2025)

Learning Robust Representations for Malicious Content Detection via Contrastive Sampling and Uncertainty Estimation
por: Hossain, Elias, et al.
Publicado: (2025)

ReqBrain: Task-Specific Instruction Tuning of LLMs for AI-Assisted Requirements Generation
por: Habib, Mohammad Kasra, et al.
Publicado: (2025)

Model Fusion via Neuron Transplantation
por: Öz, Muhammed, et al.
Publicado: (2025)

MEASURE: Multi-scale Minimal Sufficient Representation Learning for Domain Generalization in Sleep Staging
por: Jo, Sangmin, et al.
Publicado: (2025)

Structured Abductive-Deductive-Inductive Reasoning for LLMs via Algebraic Invariants
por: Gilda, Sankalp, et al.
Publicado: (2026)

LATTLE: LLM Attention Transplant for Transfer Learning of Tabular Data Across Disparate Domains
por: Kowsar, Ibna, et al.
Publicado: (2025)

The Role of Deductive and Inductive Reasoning in Large Language Models
por: Cai, Chengkun, et al.
Publicado: (2024)

Domain Generalization via Pareto Optimal Gradient Matching
por: Do, Khoi, et al.
Publicado: (2025)

Harmonizing Multi-Objective LLM Unlearning via Unified Domain Representation and Bidirectional Logit Distillation
por: Zhong, Yisheng, et al.
Publicado: (2026)

Multi-Modal Federated Learning for Cancer Staging over Non-IID Datasets with Unbalanced Modalities
por: Borazjani, Kasra, et al.
Publicado: (2024)

Generalizing to New Dynamical Systems via Frequency Domain Adaptation
por: Qin, Tiexin, et al.
Publicado: (2025)

Sea-cret Agents: Maritime Abduction for Region Generation to Expose Dark Vessel Trajectories
por: Bavikadi, Divyagna, et al.
Publicado: (2025)

Cross-Domain Policy Adaptation by Capturing Representation Mismatch
por: Lyu, Jiafei, et al.
Publicado: (2024)

Efficient Generative Model Training via Embedded Representation Warmup
por: Liu, Deyuan, et al.
Publicado: (2025)

Continuous Domain Generalization
por: Cai, Zekun, et al.
Publicado: (2025)

DeduCE: Deductive Consistency as a Framework to Evaluate LLM Reasoning
por: Pandey, Atharva, et al.
Publicado: (2025)

Domain Adversarial Active Learning for Domain Generalization Classification
por: Chen, Jianting, et al.
Publicado: (2024)

Exploring Task Unification in Graph Representation Learning via Generative Approach
por: Hu, Yulan, et al.
Publicado: (2024)

Task-oriented Time Series Imputation Evaluation via Generalized Representers
por: Wang, Zhixian, et al.
Publicado: (2024)

Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
por: Wen, Xiaoyu, et al.
Publicado: (2024)

Near-Optimal Dynamic Matching via Coarsening with Application to Heart Transplantation
por: Zilberstein, Itai, et al.
Publicado: (2026)