A new paper, AREX, introduces recursively self-improving agents that optimize their own research strategies, moving beyond static pipelines. Another study on Diffusion Transformers reveals that text t…
AMD has released a Triton-based optimization for video sparse attention on its ROCm platform, targeting Diffusion Transformers (DiTs) used in video generation. The implementation reduces the quadratic…
Researchers propose Style-CCL, a multi-stage curriculum continual learning framework for content-preserving style transfer using Diffusion Transformers. The method trains a dual-branch SC-DiT from sem…
Researchers propose HiLo-Token, an input-adaptive token compression framework that reduces latency in Diffusion Transformers for image editing by allocating more tokens to high-frequency regions and f…