 Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-TuningComputer Vision and Pattern Recognition (CVPR), 2025 |
CacheQuant: Comprehensively Accelerated Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2025 |
 MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion
ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 |
 PassionSR: Post-Training Quantization with Adaptive Scale in One-Step
Diffusion based Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2024 |
 DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any ArchitectureComputer Vision and Pattern Recognition (CVPR), 2024 |
 Temporal Feature Matters: A Framework for Diffusion Model QuantizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 BitsFusion: 1.99 bits Weight Quantization of Diffusion ModelNeural Information Processing Systems (NeurIPS), 2024 |
