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upvoted a paper 1 day ago

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation

Paper • 2609.36484 • Published 21 days ago • 548

upvoted a collection 3 days ago

FLUX 3 Image Klein

Collection

5 items • Updated 2 days ago • 43

upvoted a paper 4 days ago

AReA: Adaptive Receptive-Field Attention for Efficient High-Resolution Diffusion Transformers

Paper • 2610.17227 • Published 8 days ago • 58

upvoted a collection 6 days ago

Depth Anything 3

Collection

12 items • Updated Dec 11, 2025 • 32

upvoted a paper 17 days ago

PixelUMM: Encoder-Free Unified Image and Video Understanding and Generation

Paper • 2609.38597 • Published 21 days ago • 34

upvoted a paper 19 days ago

SoL-Refiner: Speed-of-Light One-Step Refinement for High-Resolution Video

Paper • 2609.37969 • Published 21 days ago • 43

upvoted an article 24 days ago

view article

Article

FLUX 3 Action: a world action model you can fine-tune

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black-forest-labs

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26 days ago

• 19

upvoted 2 papers 24 days ago

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence

Paper • 2609.17488 • Published Sep 15 • 799

Refinement Is Inherently Editable: Training-Free Prompt-to-Prompt Image Editing with Generative Refinement Network

Paper • 2609.20633 • Published Sep 17 • 13

upvoted 3 papers 25 days ago

GAE: Learning a Geometry-Native Latent Space for 3D-Consistent World Generation

Paper • 2609.24981 • Published 29 days ago • 78

OmniEdu: Open Foundation Models for Learning and Teaching

Paper • 2609.23088 • Published about 1 month ago • 241

VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning

Paper • 2608.26105 • Published Aug 26 • 148

upvoted a paper 29 days ago

SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness

Paper • 2609.20519 • Published Sep 17 • 140

upvoted 7 papers about 1 month ago

ZGCM-1: A Fully Open and Extremely Efficient Foundation Model for Math and Agentic Search

Paper • 2609.13356 • Published Sep 11 • 312

DiSA: Diffusion Step Annealing in Autoregressive Image Generation

Paper • 2505.20297 • Published May 26, 2025 • 4

Mask Forcing: Improving Autoregressive Video Diffusion Distillation via Dual-Noise Masking Rollout

Paper • 2609.09123 • Published Sep 8 • 53

Marigold V2: Revisiting Diffusion Transformers for Monocular Depth Estimation

Paper • 2609.08084 • Published Sep 8 • 70

AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing

Paper • 2609.08936 • Published Sep 8 • 161

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

Paper • 2608.31046 • Published Aug 31 • 100

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published Sep 3 • 155