arXiv Artificial IntelligenceAdversarial Latent-State Training for Robust Policies in Partially Observable Domains
arXiv:2603.07313v4 Announce Type: replace-cross Abstract: Robustness under latent distribution shift remains…
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arXiv Artificial IntelligencearXiv Artificial IntelligencePolypSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering
arXiv:2603.07066v2 Announce Type: replace-cross Abstract: Generative diffusion models are increasingly used…
arXiv Artificial IntelligenceLLMs Remember First, Forget Last: Dual-Process Interference in Large Language Models
arXiv:2603.00270v3 Announce Type: replace-cross Abstract: Large language models can process millions of…
arXiv Artificial IntelligenceAutorubric: A Unifying Framework for Rubric-Based LLM Evaluation on Non-Verifiable Tasks
arXiv:2603.00077v3 Announce Type: replace-cross Abstract: Rubric-based LLM judges have become indispensable…
arXiv Artificial IntelligenceAttn-QAT: 4-Bit Attention With Quantization-Aware Training
arXiv:2603.00040v3 Announce Type: replace-cross Abstract: Achieving reliable 4-bit attention is a…
arXiv Artificial IntelligenceFrom Leaky Thoughts to Private Reasoning: Controlling What LRMs Say to Themselves
arXiv:2602.24210v3 Announce Type: replace-cross Abstract: Large reasoning models (LRMs) produce reasoning…
arXiv Artificial IntelligenceSMAC: Score-Matched Actor-Critics for Robust Offline-to-Online Transfer
arXiv:2602.17632v3 Announce Type: replace-cross Abstract: Modern offline Reinforcement Learning (RL) methods…
arXiv Artificial IntelligenceOn the Infinite Width and Depth Limits of Predictive Coding Networks
arXiv:2602.07697v3 Announce Type: replace-cross Abstract: Predictive coding (PC) is a biologically plausible…
arXiv Artificial IntelligenceUniversal One-third Time Scaling in Learning Peaked Distributions
arXiv:2602.03685v3 Announce Type: replace-cross Abstract: Training large language models (LLMs) is…
arXiv Artificial IntelligenceShattered Compositionality: Counterintuitive Learning Dynamics of Transformers for Arithmetic
arXiv:2601.22510v2 Announce Type: replace-cross Abstract: Large language models (LLMs) often achieve strong…
arXiv Artificial IntelligenceTemporal Sepsis Modeling: a Relational and Explainable-by-Design Framework
arXiv:2601.21747v4 Announce Type: replace-cross Abstract: Sepsis remains one of the most complex and…
arXiv Artificial IntelligenceSNR-Edit: Structure-Aware Noise Rectification for Inversion-Free Flow-Based Editing
arXiv:2601.19180v2 Announce Type: replace-cross Abstract: Inversion-free image editing using flow-based…
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