Paul Maestas

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upvoted a paper 25 days ago

Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 42

upvoted 2 papers about 1 month ago

Yume-1.5: A Text-Controlled Interactive World Generation Model

Paper • 2512.22096 • Published Dec 26, 2025 • 60

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 297

upvoted a collection about 1 month ago

Deepseek Papers

Collection

Deepseek papers collection • 29 items • Updated 4 days ago • 319

upvoted a paper about 1 month ago

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Paper • 2512.16093 • Published Dec 18, 2025 • 95

upvoted 4 papers about 2 months ago

RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards

Paper • 2512.00473 • Published Nov 29, 2025 • 26

Distribution Matching Variational AutoEncoder

Paper • 2512.07778 • Published Dec 8, 2025 • 29

Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 236

One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation

Paper • 2512.07829 • Published Dec 8, 2025 • 22

upvoted 3 papers 3 months ago

DeepSeek-OCR: Contexts Optical Compression

Paper • 2510.18234 • Published Oct 21, 2025 • 92

Diffusion Transformers with Representation Autoencoders

Paper • 2510.11690 • Published Oct 13, 2025 • 166

WorldGrow: Generating Infinite 3D World

Paper • 2510.21682 • Published Oct 24, 2025 • 42

upvoted a paper 5 months ago

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7, 2025 • 149

upvoted 5 papers 6 months ago

Qwen-Image Technical Report

Paper • 2508.02324 • Published Aug 4, 2025 • 270

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Paper • 2508.10711 • Published Aug 14, 2025 • 145

Beyond Fixed: Variable-Length Denoising for Diffusion Large Language Models

Paper • 2508.00819 • Published Aug 1, 2025 • 63

PixNerd: Pixel Neural Field Diffusion

Paper • 2507.23268 • Published Jul 31, 2025 • 52

X-Omni: Reinforcement Learning Makes Discrete Autoregressive Image Generative Models Great Again

Paper • 2507.22058 • Published Jul 29, 2025 • 40

upvoted a paper 7 months ago

"PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models

Paper • 2507.13428 • Published Jul 17, 2025 • 16

liked a Space 7 months ago

Running on Zero

MCP

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1.48k

LTX Video Fast

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1.48k

ultra-fast video model, LTX 0.9.8 13B distilled