TrueMuse: A Benchmark for Data Attribution in Text-to-Music Models
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New papers, breakthroughs and academic AI research
Authorization for Self-Modifying AI Agent Populations: Conserving Authority across Replacement, Forking, and Rollback
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SHARPO: Segment-Level Credit Assignment for Agentic Reinforcement Learning
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Fixing a Model That Learned Worse Cancer Means Lower Risk: Monotonic Constraints in Bladder Cancer Recurrence Prediction
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Diffusion Editing with Soft Mask: Pixel Level Redo of Image and Video with Adjustable Strength
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A Shared Taste for Model-Written Text: The Generator-by-Selector Matrices of "AI-AI Bias" Show No Detectable Own-Model Premium
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From Web(logs) to Web(AI): Questions, Platforms, and Methods across Twenty Editions of ICWSM
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Beyond Domain-Level Adaptation: Margin-Oriented Semantic-Appearance Interaction Correction for Personalized Federated Vision-Language Models
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Rethinking Data Augmentation under Covariate Shift: Invariant-Guided Diffusion and Prototype Reweighting
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Match the Distribution, Not the Compute: Post-Training Multi-Token Prediction Heads
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Learning to Cover Locally: Graph Neural Combinatorial Optimization under a Hard Information Horizon
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Rethinking Memorization Mitigation in Diffusion Models: Reinforcing Text Conditioning
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