Survival is the Only Reward: Sustainable Self-Training Through Environment-Mediated Selection
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New papers, breakthroughs and academic AI research
Dimension-Free Rank Lifting from Random Hyperplane Arrangements
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SkillMaster: Toward Autonomous Skill Mastery in LLM Agents
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Patient-Centered Treatment Planning for Chronic Multimorbidity: A Hierarchical Reinforcement Learning Framework for Preference Modeling
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Prototype-guided Bilateral Alignment Multimodal Federated Learning
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VLM Fine-Tuning for End-to-End Combinatorial Optimization
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CredWise: A Controlled Agentic Decision-Intelligence Framework for Explainable and Auditable Credit-Risk Assessment
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SemOPT: Fixing Semantic Errors in LLM-based Optimization Modeling via Reward-Guided Search
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Look What You Made Us Cluster: Hate Narrative Extraction from Reddit Discourse
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Beyond Spatial-Domain Supervision: A Relation Constrained Space for Multi-Modal Image Fusion
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Relevance Is Not Sufficient Evidence: Detecting Evidence Gaps Before Generation in RAG
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Your Benchmark Is Not Saturated: Reviving Multiple-Choice Evaluation with Answer Pooling
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