Function-Structured Reinforcement Learning with Executable Verifiers for Mathematical Reasoning
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New papers, breakthroughs and academic AI research
SAGE: Similarity-Based Cleaning of Poisoned Training Data from Verified Examples
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REVEAL: Robust Evolution of Vision-Language Models for Explainable AI-Video Detection
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HyperGuide: Hyperbolic Guidance for Efficient Multi-Step Reasoning in Large Language Models
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Not All Errors Are Equal: Consequence-Aware Reasoning Compute Allocation
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Reasoning as Pattern Matching: Shared Mechanisms in Human and LLM Everyday Reasoning
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InterEvolve: Test-Time Evolution of Reward Programs for Humanoid Loco-Manipulation
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Skin-Deep: A Geometric Diagnostic for Alignment Fragility in Large Language Model Representations
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Architect-Ant: Editable Automatic Furnishing of Architectural Floor Plans
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MaPa: Text-driven Photorealistic Material Painting for 3D Shapes
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COLORA: Efficient Fine-Tuning for Convolutional Models with a Study Case on Optical Coherence Tomography Image Classification
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MedVL-SAM2: A unified 3D medical vision-language model for multimodal reasoning and prompt-driven segmentation
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