Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models Paper • 2605.21573 • Published 5 days ago • 7
InsightTok: Improving Text and Face Fidelity in Discrete Tokenization for Autoregressive Image Generation Paper • 2605.14333 • Published 11 days ago • 33
LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories Paper • 2604.15311 • Published Apr 16 • 13
BitDance: Scaling Autoregressive Generative Models with Binary Tokens Paper • 2602.14041 • Published Feb 15 • 54
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration Paper • 2602.05400 • Published Feb 5 • 354
Semantic Routing: Exploring Multi-Layer LLM Feature Weighting for Diffusion Transformers Paper • 2602.03510 • Published Feb 3 • 27
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published Dec 1, 2025 • 106
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published Jan 8 • 232
PaCoRe: Learning to Scale Test-Time Compute with Parallel Coordinated Reasoning Paper • 2601.05593 • Published Jan 9 • 86