mjorah7

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upvoted 3 papers 16 days ago

RECAP-Forcing: Retaining Content Appearances for Long Video Generation

Paper • 2608.26671 • Published 22 days ago • 6

Keep-or-Drop? Adaptive Tokenizer for Compact Video Representation

Paper • 2608.24293 • Published 24 days ago • 14

Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement

Paper • 2608.31046 • Published 18 days ago • 157

upvoted 4 papers 17 days ago

Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher

Paper • 2608.26872 • Published 22 days ago • 83

TTPO: Test-Time Policy Optimization

Paper • 2608.27448 • Published 22 days ago • 83

Ring Forcing: Towards Precise Long-Term Memory for Autoregressive Video Diffusion

Paper • 2608.26794 • Published 22 days ago • 17

LayerRecall: A State-Conditioned Memory Router for Long-Horizon Consistency in Video Generation

Paper • 2608.28460 • Published 21 days ago • 30

upvoted 3 papers 22 days ago

On-policy Distillation with Verifiable Reward

Paper • 2608.24696 • Published 24 days ago • 17

On-Policy Self-Distillation in Diffusion Models

Paper • 2608.24646 • Published 24 days ago • 69

ReWorld: An Interactive World Model with Long-Horizon Memory

Paper • 2608.23565 • Published 25 days ago • 24

upvoted a paper 25 days ago

ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models

Paper • 2608.14022 • Published Aug 14 • 24

upvoted 9 papers about 1 month ago

How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks

Paper • 2608.14905 • Published Aug 14 • 31

An Empirical Study of Training Pixel-Space Text-to-Image Diffusion Models

Paper • 2608.16887 • Published Aug 17 • 36

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published Aug 17 • 151

Latent On-Policy Self-Distillation

Paper • 2608.13040 • Published Aug 13 • 26

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 171

Alaya-EVOKE: From Linear-Scaling Supervision to Endless World

Paper • 2608.13546 • Published Aug 13 • 167

Learning How the World Evolves: Extrapolative Video World Models via Latent Dynamics Reasoning

Paper • 2608.09926 • Published Aug 10 • 15

Addressable Memory for Video World Models

Paper • 2608.07408 • Published Aug 7 • 16

MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation

Paper • 2608.07463 • Published Aug 7 • 7