No Label Left Behind: A Unified Surface Defect Detection Model for all Supervision Regimes
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2508.19060
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PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic
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T2R-bench: A Benchmark for Generating Article-Level Reports from Real World Industrial Tables
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PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning
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2508.21104
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UI-Level Evaluation of ALLaM 34B: Measuring an Arabic-Centric LLM via HUMAIN Chat
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2508.17378
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How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on τ-bench
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2508.20931
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From reactive to cognitive: brain-inspired spatial intelligence for embodied agents
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2508.17198
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