Learning from the Self-future: On-policy Self-distillation for dLLMs
Paper • 2606.18195 • Published • 26
Urro
urroxyz
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computational linguistics major 🤖🔎ðŸ”
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papers 5 days ago
MaskAlign: Token-Subset Representation Alignment for Efficient Diffusion Training
Paper • 2606.08788 • Published • 4
SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher Sampling
Paper • 2606.09304 • Published • 6
Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models
Paper • 2606.11409 • Published • 9
Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning
Paper • 2606.13106 • Published • 21
N-GRPO: Embedding-Level Neighbor Mixing for Enhanced Policy Optimization
Paper • 2606.10768 • Published • 24
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling
Paper • 2606.13473 • Published • 88
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?
Paper • 2606.08063 • Published • 77
MiniMax Sparse Attention
Paper • 2606.13392 • Published • 137
upvoted 4
papers 6 days ago
Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning
Paper • 2606.11683 • Published • 30
TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders
Paper • 2606.09323 • Published • 50
Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions
Paper • 2606.09076 • Published • 59
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement
Paper • 2606.11926 • Published • 111
upvoted a paper 7 days ago