PixelUMM: Encoder-Free Unified Image and Video Understanding and Generation Paper • 2609.38597 • Published 9 days ago • 32
SoL-Refiner: Speed-of-Light One-Step Refinement for High-Resolution Video Paper • 2609.37969 • Published 9 days ago • 41
view article Article FLUX 3 Action: a world action model you can fine-tune black-forest-labs • 14 days ago • 16
LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence Paper • 2609.17488 • Published 23 days ago • 817
Refinement Is Inherently Editable: Training-Free Prompt-to-Prompt Image Editing with Generative Refinement Network Paper • 2609.20633 • Published 21 days ago • 13
GAE: Learning a Geometry-Native Latent Space for 3D-Consistent World Generation Paper • 2609.24981 • Published 17 days ago • 76
OmniEdu: Open Foundation Models for Learning and Teaching Paper • 2609.23088 • Published 19 days ago • 238
VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning Paper • 2608.26105 • Published Aug 26 • 193
SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness Paper • 2609.20519 • Published 21 days ago • 139
ZGCM-1: A Fully Open and Extremely Efficient Foundation Model for Math and Agentic Search Paper • 2609.13356 • Published 27 days ago • 266
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 30 days ago • 55
Marigold V2: Revisiting Diffusion Transformers for Monocular Depth Estimation Paper • 2609.08084 • Published 30 days ago • 72
AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing Paper • 2609.08936 • Published 30 days ago • 166
Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement Paper • 2608.31046 • Published Aug 31 • 97
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning Paper • 2609.03430 • Published Sep 3 • 188
LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes Paper • 2609.03796 • Published Sep 3 • 186
Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher Paper • 2608.26872 • Published Aug 27 • 65