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We propose Prism, a dynamic sparse attention framework for natively training joint video-audio generation models at 2K.

[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation

ComfyUI DyPE+SEGA, enabling artifact-free 4K+ image generation: Z-Image, Qwen, Flux, Krea2

Upscale long, high-resolution MiniMax H3 video on a VRAM-limited GPU in a single node.

[ECCV 2026] Official implementation of "HRDiT: Training-Free High-Resolution Image Generation with Off-the-Shelf Diffusion Transformer Models"

Official implementation of "AReA: Adaptive Receptive-Field Attention for Efficient High-Resolution Diffusion Transformers"

Hagia Sophia LEGO model: real parts, LDraw file, building guide and high-resolution renders

[NeurIPS 2026]EditBridge: Towards Faithful and Efficient Ultra-High-Resolution Image Editing

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer