GARDO: Reinforcing Diffusion Models without Reward Hacking
Paper
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2512.24138
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Published
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29
Papers
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DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models
Paper • 2512.24165 • Published • 51 -
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space
Paper • 2512.24617 • Published • 64 -
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
Paper • 2512.23447 • Published • 98 -
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 226 -
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning
Paper • 2601.06002 • Published • 53 -
Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs
Paper • 2601.08763 • Published • 148 -
Think-Then-Generate: Reasoning-Aware Text-to-Image Diffusion with LLM Encoders
Paper • 2601.10332 • Published • 28 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 508 -
Scaling Latent Reasoning via Looped Language Models
Paper • 2510.25741 • Published • 228 -
Training Language Models to Self-Correct via Reinforcement Learning
Paper • 2409.12917 • Published • 140 -
Transformer Explainer: Interactive Learning of Text-Generative Models
Paper • 2408.04619 • Published • 175 -
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Paper • 2309.12307 • Published • 90 -
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
Paper • 2601.18631 • Published • 47 -
Rethinking the Trust Region in LLM Reinforcement Learning
Paper • 2602.04879 • Published • 34 -
Residual Context Diffusion Language Models
Paper • 2601.22954 • Published • 33 -
HySparse: A Hybrid Sparse Attention Architecture with Oracle Token Selection and KV Cache Sharing
Paper • 2602.03560 • Published • 44