TasteVal: Measuring the Experimental Research Taste of AI Systems Against Human Experts
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New papers, breakthroughs and academic AI research
Orchestrating Specialized Agents for Trustworthy Enterprise RAG
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SepRQ : Self-Supervised Speech Mixture Representation Learning via Mask-Free, Multi-Scale Source Separation
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Spatial Supervision Without Attribution Optimization: Improving Post-Hoc Class Activation Maps via Box-Guided Evidence Routing
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Cross-Modal Contrastive Learning for the Retrieval of Immunotherapy-Associated Molecular Signatures from Histopathology
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AI Agent Pull Requests on GitHub: Frequency, Structure, and Merge Conflict Rates
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Efficient Analog-Initialized Latent Transport for Spatially Coherent Probabilistic Downscaling from Global to Kilometer Scales
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LoRA Adaptation Strength in Aurora-WRF: Trade-offs in Regional Heavy-Rainfall Forecasting
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Best-of-$N$ Guidance for Test-time Diffusion Alignment
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Component-Level Evaluation of Adaptive PINN Training for CFD-Oriented Crystal Growth Simulation
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BiasFlow: Geometric Monitoring and Backbone Regularization for Spurious Feature Reliance
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Communication Shapes Collective Inference in Self-Adapting LLM Societies: Evidence from Mafia
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