Large Language Continuous Diffusion Models
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New papers, breakthroughs and academic AI research
Imagine the Future, Internalize the Gist: Efficient VLA Reasoning via Internalized Spatiotemporal Imagination
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When History Fails to Become Experience: Action Calibration in Language Agents
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TasteBench: Multimodal Benchmark for Sensory Prediction, from Molecules to Sustainable Foods
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From Mathematical to Executable Certificates for Machine Unlearning
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Capturing Dynamics: The 4D Facial Expression Intensity Dataset
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EpiWorld: Grounding LLM Policy Agents in Epidemiological World Models
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Open-Endedness Bench: Measuring Epistemic Process from Agent Records
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Diffusion-Based Synthetic Data Pretraining for Enhancing Activity Recognition
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$\Psi$-Resilience: Model-Free Feature Importance from 1D Topological Signals
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Beyond Correctness: Resolving Underspecification in Agentic Text-to-SQL
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Labels Override Definitions in Jev-Style Typed Decision Models
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