WARP: A Unified Benchmark for Invisible Image Watermarking -- Robustness and Protection Against Attacks
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New papers, breakthroughs and academic AI research
Verifier-Induced Support Reshaping in On-Policy Optimization
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Correcting CondOT: Exact Finite-Step Sampling in Gaussian Flow Matching
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The Geometry of Randomized Smoothing on Feasible Sets
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Learning to Reason with Compressed Context: Ground-Truth-Free Adaptation of OmniLLMs via Self-Distillation
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Can We Anticipate Violence? Multimodal Learning from Pre-Incident Behavioral Cues
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Provable Benefit of SignGD: A Minimal Model Under Heavy-Tailed Class Imbalance
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RAISE: Diagnosing Acquisition Collapse in Costly LLM Signals
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Vision Is Not Overhead: One-Pass Block Drafting for Lossless Speculative Decoding in Vision-Language Models
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T-ARC: Topology-Aware Randomized Clustering via Distributionally Robust Stochastic Block Models
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Cryo-Bench: Benchmarking Foundation Models for Cryosphere Mapping
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From Answers to Policies: Efficient In-Context Learning System through Emulating Expert Investigation
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