Sampling-Aware Quantization for Diffusion Models
Fuente:
arXiv
Saved in:
| Main Authors: | Zeng, Qian, Song, Jie, Wan, Yuanyu, Wang, Huiqiong, Song, Mingli |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Diffusion Model Quantization: A Review
by: Zeng, Qian, et al.
Published: (2025)
by: Zeng, Qian, et al.
Published: (2025)
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training?
by: Xie, Yuechen, et al.
Published: (2025)
by: Xie, Yuechen, et al.
Published: (2025)
D$^2$-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models
by: Zeng, Qian, et al.
Published: (2025)
by: Zeng, Qian, et al.
Published: (2025)
Training-Free Pretrained Model Merging
by: Xu, Zhengqi, et al.
Published: (2024)
by: Xu, Zhengqi, et al.
Published: (2024)
Dataset Ownership Verification for Pre-trained Masked Models
by: Xie, Yuechen, et al.
Published: (2025)
by: Xie, Yuechen, et al.
Published: (2025)
Deep Feature Response Discriminative Calibration
by: Xu, Wenxiang, et al.
Published: (2024)
by: Xu, Wenxiang, et al.
Published: (2024)
LG-CAV: Train Any Concept Activation Vector with Language Guidance
by: Huang, Qihan, et al.
Published: (2024)
by: Huang, Qihan, et al.
Published: (2024)
SpatiaLQA: A Benchmark for Evaluating Spatial Logical Reasoning in Vision-Language Models
by: Xie, Yuechen, et al.
Published: (2026)
by: Xie, Yuechen, et al.
Published: (2026)
Sample-level Adaptive Knowledge Distillation for Action Recognition
by: Li, Ping, et al.
Published: (2025)
by: Li, Ping, et al.
Published: (2025)
On the Concept Trustworthiness in Concept Bottleneck Models
by: Huang, Qihan, et al.
Published: (2024)
by: Huang, Qihan, et al.
Published: (2024)
Timestep-Aware Correction for Quantized Diffusion Models
by: Yao, Yuzhe, et al.
Published: (2024)
by: Yao, Yuzhe, et al.
Published: (2024)
HQ-DM: Single Hadamard Transformation-Based Quantization-Aware Training for Low-Bit Diffusion Models
by: Mao, Shizhuo, et al.
Published: (2025)
by: Mao, Shizhuo, et al.
Published: (2025)
Q-Drift: Quantization-Aware Drift Correction for Diffusion Model Sampling
by: Ryu, Sooyoung, et al.
Published: (2026)
by: Ryu, Sooyoung, et al.
Published: (2026)
RS3DBench: A Comprehensive Benchmark for 3D Spatial Perception in Remote Sensing
by: Wang, Jiayu, et al.
Published: (2025)
by: Wang, Jiayu, et al.
Published: (2025)
Reliable Poisoned Sample Detection against Backdoor Attacks Enhanced by Sharpness Aware Minimization
by: Zhang, Mingda, et al.
Published: (2024)
by: Zhang, Mingda, et al.
Published: (2024)
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey
by: Wang, Gaoang, et al.
Published: (2022)
by: Wang, Gaoang, et al.
Published: (2022)
Towards Accurate Post-training Quantization for Diffusion Models
by: Wang, Changyuan, et al.
Published: (2023)
by: Wang, Changyuan, et al.
Published: (2023)
Diffusion Product Quantization
by: Shao, Jie, et al.
Published: (2024)
by: Shao, Jie, et al.
Published: (2024)
Syn-GRPO: Self-Evolving Data Synthesis for MLLM Perception Reasoning
by: Huang, Qihan, et al.
Published: (2025)
by: Huang, Qihan, et al.
Published: (2025)
Capturing Context-Aware Route Choice Semantics for Trajectory Representation Learning
by: Cao, Ji, et al.
Published: (2025)
by: Cao, Ji, et al.
Published: (2025)
Learning Quantized Adaptive Conditions for Diffusion Models
by: Liang, Yuchen, et al.
Published: (2024)
by: Liang, Yuchen, et al.
Published: (2024)
PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation
by: Huang, Qihan, et al.
Published: (2024)
by: Huang, Qihan, et al.
Published: (2024)
Timestep-Aware Block Masking for Efficient Diffusion Model Inference
by: He, Haodong, et al.
Published: (2026)
by: He, Haodong, et al.
Published: (2026)
MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts
by: Tao, Wei, et al.
Published: (2025)
by: Tao, Wei, et al.
Published: (2025)
On the Evaluation Consistency of Attribution-based Explanations
by: Duan, Jiarui, et al.
Published: (2024)
by: Duan, Jiarui, et al.
Published: (2024)
EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models
by: He, Yefei, et al.
Published: (2023)
by: He, Yefei, et al.
Published: (2023)
FlowBlending: Stage-Aware Multi-Model Sampling for Fast and High-Fidelity Video Generation
by: Song, Jibin, et al.
Published: (2025)
by: Song, Jibin, et al.
Published: (2025)
Model LEGO: Creating Models Like Disassembling and Assembling Building Blocks
by: Hu, Jiacong, et al.
Published: (2022)
by: Hu, Jiacong, et al.
Published: (2022)
Pseudo-labeling with Keyword Refining for Few-Supervised Video Captioning
by: Li, Ping, et al.
Published: (2024)
by: Li, Ping, et al.
Published: (2024)
Multimodal Semantic-Aware Automatic Colorization with Diffusion Prior
by: Wang, Han, et al.
Published: (2024)
by: Wang, Han, et al.
Published: (2024)
Error Propagation Mechanisms and Compensation Strategies for Quantized Diffusion
by: Liu, Songwei, et al.
Published: (2025)
by: Liu, Songwei, et al.
Published: (2025)
Differentiable Solver Search for Fast Diffusion Sampling
by: Wang, Shuai, et al.
Published: (2025)
by: Wang, Shuai, et al.
Published: (2025)
CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model
by: Zeng, Jianhao, et al.
Published: (2023)
by: Zeng, Jianhao, et al.
Published: (2023)
TR-DQ: Time-Rotation Diffusion Quantization
by: Shao, Yihua, et al.
Published: (2025)
by: Shao, Yihua, et al.
Published: (2025)
DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing
by: Dong, Zhenyuan, et al.
Published: (2024)
by: Dong, Zhenyuan, et al.
Published: (2024)
Rethinking Token Reduction for Large Vision-Language Models
by: Wang, Yi, et al.
Published: (2026)
by: Wang, Yi, et al.
Published: (2026)
Q-ARVD: Quantizing Autoregressive Video Diffusion Models
by: Tang, Siao, et al.
Published: (2026)
by: Tang, Siao, et al.
Published: (2026)
Poisoning Prompt-Guided Sampling in Video Large Language Models
by: Cao, Yuxin, et al.
Published: (2025)
by: Cao, Yuxin, et al.
Published: (2025)
Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
by: Huang, Qihan, et al.
Published: (2025)
by: Huang, Qihan, et al.
Published: (2025)
$D^3$-RSMDE: 40$\times$ Faster and High-Fidelity Remote Sensing Monocular Depth Estimation
by: Wang, Ruizhi, et al.
Published: (2026)
by: Wang, Ruizhi, et al.
Published: (2026)
Similar Items
-
Diffusion Model Quantization: A Review
by: Zeng, Qian, et al.
Published: (2025) -
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training?
by: Xie, Yuechen, et al.
Published: (2025) -
D$^2$-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models
by: Zeng, Qian, et al.
Published: (2025) -
Training-Free Pretrained Model Merging
by: Xu, Zhengqi, et al.
Published: (2024) -
Dataset Ownership Verification for Pre-trained Masked Models
by: Xie, Yuechen, et al.
Published: (2025)