EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models

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EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models

9 January 2024

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Papers citing "EDA-DM: Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models"

15 / 15 papers shown

Rectified SpaAttn: Revisiting Attention Sparsity for Efficient Video Generation

Rectified SpaAttn: Revisiting Attention Sparsity for Efficient Video Generation

188

1

0

25 Nov 2025

Test-Time Iterative Error Correction for Efficient Diffusion Models

Test-Time Iterative Error Correction for Efficient Diffusion Models

243

1

0

09 Nov 2025

Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning

Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-TuningComputer Vision and Pattern Recognition (CVPR), 2025

284

4

0

27 May 2025

Diffusion Model Quantization: A Review

Diffusion Model Quantization: A Review

518

5

0

08 May 2025

SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model

SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model

343

3

0

09 Mar 2025

Q&C: When Quantization Meets Cache in Efficient Image Generation

Q&C: When Quantization Meets Cache in Efficient Image Generation

447

1

0

04 Mar 2025

CacheQuant: Comprehensively Accelerated Diffusion Models

CacheQuant: Comprehensively Accelerated Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2025

273

12

0

03 Mar 2025

Hardware-Friendly Static Quantization Method for Video Diffusion Transformers

Hardware-Friendly Static Quantization Method for Video Diffusion Transformers

Mostafa El-Khamy

417

1

0

20 Feb 2025

DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation

DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation

442

5

0

22 Sep 2024

Timestep-Aware Correction for Quantized Diffusion Models

Timestep-Aware Correction for Quantized Diffusion Models

Feng Tian

Yong Liu

282

13

0

04 Jul 2024

Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models

Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models

Alireza Ganjdanesh

Reza Shirkavand

Heng Huang

518

11

0

17 Jun 2024

BitsFusion: 1.99 bits Weight Quantization of Diffusion Model

BitsFusion: 1.99 bits Weight Quantization of Diffusion ModelNeural Information Processing Systems (NeurIPS), 2024

Yerlan Idelbayev

Dhritiman Sagar

Sergey Tulyakov

Jian Ren

293

39

0

06 Jun 2024

ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation

ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation

Haofeng Huang

Enshu Liu

Widyadewi Soedarmadji

...

Xuefei Ning

Yu Wang

565

79

0

04 Jun 2024

MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with
Metric-Decoupled Mixed Precision Quantization

MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization

Shengen Yan

361

41

0

28 May 2024

DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models

DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic ModelsMachine Intelligence Research (MIR), 2022

1.1K

950

0

02 Nov 2022