Specialization after Generalization: Towards Understanding Test-Time Training in Foundation Models Paper • 2509.24510 • Published 11 days ago • 3
Specialization after Generalization: Towards Understanding Test-Time Training in Foundation Models Paper • 2509.24510 • Published 11 days ago • 3
Learning to Align, Aligning to Learn: A Unified Approach for Self-Optimized Alignment Paper • 2508.07750 • Published Aug 11 • 19
MaPPO: Maximum a Posteriori Preference Optimization with Prior Knowledge Paper • 2507.21183 • Published Jul 27 • 14
Exploring the Latent Capacity of LLMs for One-Step Text Generation Paper • 2505.21189 • Published May 27 • 61
Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence Paper • 2505.20325 • Published May 23 • 45
GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning Paper • 2505.20355 • Published May 26 • 35
Reinforcement Learning Finetunes Small Subnetworks in Large Language Models Paper • 2505.11711 • Published May 16 • 11