www.thefluxread.com/2026/09/beyo...
Beyond Text-to-Video: The Rise of Native Audio-Video & 2K Generation in Modern AI Architecture
#GenerativeAI #MultimodalAI #AIVideoGeneration #DiffusionTransformers #TechTrends2026 #DeepLearning #AInews #TheFluxRead #ArtificialIntelligence #SoftwareEngineering

ディフュージョントランスフォーマーにおける外れ値トークンの抑制：Dual-Stage Registers (DSR)による品質向上

ディフュージョントランスフォーマーの外れ値トークン問題とDSRによる解決策。

#DiffusionTransformers #OutlierTokens #ImageGeneration #ViT #DSR

SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation

https://pneumetron.com/news/ai_research/sana-video-2-hybrid-linear-attention-352ea4

#AI #VideoGeneration #DiffusionTransformers #MachineLearning

Precision Control in Diffusion Transformers: Introducing Appearance Pointers

https://pneumetron.com/news/ai_research/precision-control-diffusion-transformers-appearance-pointers-3e9b88

#AI #DiffusionTransformers #GenerativeModels #ComputerVision

CLQ quantizes diffusion transformers to 4‑bit weights and activations, cutting memory 3.98× and speeding inference 3.95× with negligible quality loss. Read more: https://getnews.me/cross-layer-guided-orthogonal-quantization-for-diffusion-transformers/ #quantization #diffusiontransformers

RAPID3 speeds diffusion transformer generation up to threefold, keeping the base model frozen and delivering near‑three× faster sampling on Stable Diffusion 3. Read more: https://getnews.me/rapid3-boosts-diffusion-transformer-sampling-speed-by-up-to-threefold/ #rapid3 #diffusiontransformers

REF-VC: Robust, Expressive and Fast Zero-Shot Voice Conversion with
Diffusion Transformers
Chengjia Wang, Lei Xie et al.
Paper
Details
#ZeroShotVC #DiffusionTransformers #VoiceConversionTech