One Small Step in Latent, One Giant Leap for Pixels: Fast Latent Upscale Adapter for Your Diffusion Models Paper • 2511.10629 • Published Nov 13, 2025 • 124
One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation Paper • 2512.07829 • Published Dec 8, 2025 • 21
VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction Paper • 2511.23386 • Published Nov 28, 2025 • 15
LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics Paper • 2511.08544 • Published Nov 11, 2025 • 9
Back to Basics: Let Denoising Generative Models Denoise Paper • 2511.13720 • Published Nov 17, 2025 • 67
Diffusion Transformers with Representation Autoencoders Paper • 2510.11690 • Published Oct 13, 2025 • 165