1.58-bit FLUX
Paper • 2412.18653 • Published • 86
Diffusion/Flow Model Optimization
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Region-Adaptive Sampling for Diffusion Transformers
Paper • 2502.10389 • Published • 53 -
One-step Diffusion Models with f-Divergence Distribution Matching
Paper • 2502.15681 • Published • 8 -
FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute
Paper • 2502.20126 • Published • 19 -
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories
Paper • 2503.07699 • Published • 5 -
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
Paper • 2503.09641 • Published • 42 -
Training-free Diffusion Acceleration with Bottleneck Sampling
Paper • 2503.18940 • Published • 12 -
Scaling Diffusion Transformers Efficiently via μP
Paper • 2505.15270 • Published • 35 -
Training-Free Efficient Video Generation via Dynamic Token Carving
Paper • 2505.16864 • Published • 24 -
dKV-Cache: The Cache for Diffusion Language Models
Paper • 2505.15781 • Published • 16 -
Differentiable Solver Search for Fast Diffusion Sampling
Paper • 2505.21114 • Published • 13 -
Align Your Flow: Scaling Continuous-Time Flow Map Distillation
Paper • 2506.14603 • Published • 19 -
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
Paper • 2506.16054 • Published • 60 -
Flow Map Distillation Without Data
Paper • 2511.19428 • Published • 6 -
The Diffusion Duality, Chapter II: Ψ-Samplers and Efficient Curriculum
Paper • 2602.21185 • Published • 3 -
SenCache: Accelerating Diffusion Model Inference via Sensitivity-Aware Caching
Paper • 2602.24208 • Published • 7