From Pixels, Without Pre-training: Joint Generative and Self-Supervised Representation Learning in One Model
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New papers, breakthroughs and academic AI research
EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery
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Beyond Explicit Edges: Robust Reasoning over Noisy and Sparse Knowledge Graphs
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MDKeyChunker: What Does One LLM Call per Chunk Buy for Markdown Retrieval?
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$\pi^2$: Structure-Originated Reasoning Data Improves Long-Context Reasoning Ability of Large Language Models
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Spoiler Alert: Narrative Forecasting as a Metric for Tension in LLM Storytelling
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Improving Reasoning Ability via Asynchronous On-Policy Self-Distillation under Positive Rollouts
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Less Context, Better Geometry: Masked Geometric Encoder for Robust 3D Foundation Models
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PSI-Bench: Interpretable and Clinically Meaningful Evaluation of Depression Patient Simulators
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Anatomy-aware Fine-grained Multimodal Fusion for Laryngopharyngeal Cancer T-Staging Prediction Using CT and Radiology Report
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K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs
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Learning to Read the Contextual Tokens in Diffusion Transformers
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