What Makes Synthetic Hard Negatives Work in Vision-Language Pretraining?
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New papers, breakthroughs and academic AI research
Depth-to-RGB: Repurposing a Frozen Depth Estimator for Geometry-Guided Compositing
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A Relative-Computability Theory of Self-Improving Agents
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Does better work always mean better workers?
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Discovering the value of humanistic inquiry
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The Latent Diagnostic Taxonomy: A Framework for Constructing Classifiers and Diagnosing Their Decisions, Applied to Prompt Injection Detection
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Axiom Satisfiability of Linear Rewards in Alignment
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Memory Prediction Excess: A Probabilistic Quantity for Predictive Gain and Memory Length in Stochastic Processes
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Nonlocal Hamiltonian Dynamics on Sparse L\'evy Graphs: Spectral Analysis and Multimodal Sampling
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Where Does the Audio Jailbreak Live? A Controlled Frequency-Depth Audit of AdvWave-P on Qwen2-Audio
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Extending Music Annotation Schemas: Zero-Shot Prediction or Few-Shot Adaptation?
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Which Image Property Carries the Jailbreak? A Controlled Dissection of Image-to-Text Jailbreaks
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