Rephrase Before You Act: Characterizing and Mitigating Language Sensitivity in Vision-Language-Action Models
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QuanLing: Cross-Branch Validation of Language Distance Quantification on Western Romance
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Socio-Foundation: A Model for Generalizable Individual Behavior Simulation via Hierarchical Capability Distillation
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Autonomous Driving Research Requires a Community-Driven Data Paradigm
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S2Tok: Streaming 3D Gaussian Reconstruction with Persistent Spatial Tokens
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Event-Aligned Visual Action Reasoning for World Action Models
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The Handover Problem: Governing Autonomy Transitions in Human-AI Collaboration
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Open-MMUnlearning: Unifying Methods and Evaluation for MLLM Unlearning
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Synthetic Benchmarks Overstate Forward-Forward Scaling: Real-Data Limits of Layer-Local Training
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How Fragile Is On-Device Language Model Safety? Localizing Safety-Critical Parameters for Sparse Fault Analysis
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Pre-training, Reasoning, Benchmarking: X-ray Report Generation on CheXpert Plus Dataset
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Automatically Building and Updating a Knowledge Graph of MLIP Models
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