Diffusion Model Compression

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27 papers6 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

  1. Recasting DiT for Extreme Image Compression with Hierarchical Visual Priors

    Oct 13, 2026Yunuo Chen, Jingnan Gao, Bing He +6Learned Image CompressionGenerative Image Compression

    Shanghai Jiao Tong University · University of Sydney

  2. APEX: Asynchronous Prefix Denoising for Extreme Compression

    Oct 9, 2026David Dinkevich, Nisan Chiprut, Yoav HaCohen +1Latent Diffusion ModelsDiffusion Model Compression

    Lightricks · Hebrew University of Jerusalem

  3. Denoising Blocks, Not Tokens: Efficient Compressed Continuous Diffusion with Branching Token Realization

    Oct 7, 2026Xinsong Feng, Peng Du, Zhizhuo Yang +3Diffusion Language ModelsDiffusion Language Model Inference

    Georgia Institute of Technology · Writer AI Research · William & Mary

  4. Preserving Mathematical Reasoning in Compressed Diffusion Language Models via Trajectory-Aware Low-Rank Approximation

    Oct 2, 2026Tian Liang, Zishan Shao, Yiran ChenDiffusion Model CompressionLow-Rank Compression

    Department of Electrical and Computer Engineering, Duke University

  5. Rethinking Generative Image Compression at Extremely Low Bitrates

    Sep 30, 2026Tianyu Zhang, Zhaoyang Jia, Houqiang Li +1Learned Image CompressionAutoencoders

    University of Science and Technology of China

  6. One Latent, Many Tokens: Jointly Learning Compressed Embeddings for Efficient Language Diffusion

    Sep 27, 2026Yulin Yuan, Ying Zhang, Xiangming MengDiffusion Language Model InferenceDiffusion Model Compression

    Zhejiang University · University of Cambridge · ZJU-UIUC Institute, Zhejiang University

  7. What does FFN compression change downstream? Same-state causal restoration in diffusion language models

    Sep 16, 2026Shaurya OmarLLM CompressionDiffusion Model Compression

    Indian Institute of Technology, Roorkee

  8. Importance-Aware Low-Rank Distillation of Diffusion Transformers

    Sep 4, 2026Denis Zavadski, Sebastian Heid, Damjan Kalšan +2Diffusion Model CompressionT2I Diffusion Models

    Heidelberg University · Zuse School ELIZA · TU Darmstadt

  9. Elastic Token Compression for Pixel-Space Diffusion Transformers

    Aug 29, 2026Eduard Zamfir, Christian Reisswig, Zongwei Wu +2Visual Token CompressionDiffusion Model Compression

    University of Würzburg · Google

  10. Diffuse to Compress: Leveraging Diffusion LMs for Lossless Compression

    Aug 4, 2026Angelo Nardone, Paolo FerraginaDiffusion Language Model InferenceDiffusion Language Models

    University of Pisa, Department of Computer Science, Pisa, Italy · Scuola Superiore Sant’Anna, Pisa, Italy

  11. Generative Video Compression with Adaptive Score Distillation

    Jul 24, 2026Naifu Xue, Zhaoyang Jia, Haosen Li +7Neural Video CompressionDiffusion Model Distillation

    Communication University of China, Beijing, China · Microsoft Research Asia · University of Science and Technology of China, Hefei, China +1

  12. Importance-Aware OBS Pruning for Diffusion Models

    Jul 22, 2026Ba-Thinh Lam, Srijan Das, Hieu LeDiffusion Model PruningNeural Network Compression

    Department of Computer Science UNC Charlotte NC, USA

  13. Bridging Diffusion Pruning and Step Distillation with Teacher-Aligned Repair

    Jul 7, 2026Jincheng Ying, Li Wenlin, Minghui Xu +1Diffusion Model DistillationFew-Step Diffusion Sampling

    School of Big Data and Artificial Intelligence Guangdong University of Finance and Economics Guangzhou, China · School of Computer Science Shandong University Qingdao, China · GDUFE-UCM Joint Institute Guangdong University of Finance and Economics Guangzhou, China

  14. Vitality-Aware Compression for Efficient Image-to-Shape Diffusion Transformers

    Jul 1, 2026Jaeah Lee, Hyunjin Kim, Jaewoong Cho +1QuantizationModel Compression

    KRAFTON AI, Republic of Korea · Amazon, Australia

  15. Gen2-IC: Bridging Generative Models and Image Codecs through Latent Transport

    Jun 19, 2026Yinhuan Huang, Hao Cao, Pu chen +3Learned Image CompressionGenerative Image Compression

    Tsinghua University

  16. Few-step Generative Models as Lossy Compression

    Jun 9, 2026Fuma Kimishima, Jinjia ZhouLearned Image CompressionFlow-Based Generative Modeling

    Hosei University, Tokyo, Japan

  17. DASH: Dual-Branch Score Distillation for Guidance-Calibrated Compact Diffusion Models

    May 30, 2026Abdullah Al Shafi, Kazi Saeed Alam, Sk Imran Hossain +1Model CompressionClassifier-Free Guidance

    Khulna University of Engineering & Technology, Bangladesh · University Clermont Auvergne, France

  18. LIFT and PLACE: A Simple, Stable, and Effective Knowledge Distillation Framework for Lightweight Diffusion Models

    May 19, 2026Hyunsoo Han, Sangyeop Yeo, Jaejun YooModel CompressionDiffusion Model Distillation

    Ulsan National Institute of Science and Technology (UNIST)

  19. Efficient Video Diffusion Models: Advancements and Challenges

    Apr 17, 2026Shitong Shao, Lichen Bai, Pengfei Wan +2Model CompressionVideo Diffusion Models

    The Hong Kong University of Science and Technology (Guangzhou), China · Kling Team, Kuaishou Technology, China · The Hong Kong University of Science and Technology, Hong Kong

  20. OFA-Diffusion Compression: Compressing Diffusion Model in One-Shot Manner

    Apr 14, 2026Haoyang Jiang, Zekun Wang, Mingyang Yi +6Diffusion Model CompressionModel Compression

    Renmin University of China Beijing, China · Alibaba Inc. Hangzhou, China · Independent researcher +1

  21. A Noise Constrained Diffusion (NC-Diffusion) Framework for High Fidelity Image Compression

    Apr 8, 2026Zhenyu Du, Yanbo Gao, Shuai Li +3Learned Image CompressionGenerative Image Compression

    Shandong University, Jinan, China · University of Electronic Science and Technology of China, Sichuan, China

  22. PersonalQ: Select, Quantize, and Serve Personalized Diffusion Models for Efficient Inference

    Mar 24, 2026Qirui Wang, Qi Guo, Yiding Sun +4Diffusion Model ServingT2I Diffusion Models

    School of Software Engineering, Xi’an Jiaotong University, China · Nankai University, China

  23. DA-VAE: Plug-in Latent Compression for Diffusion via Detail Alignment

    Mar 23, 2026Xin Cai, Zhiyuan You, Zhoutong Zhang +1Diffusion-Based Image GenerationDiffusion Model Compression

    Multimedia Laboratory, The Chinese University of Hong Kong · Shanghai AI Laboratory · Adobe NextCam +1

  24. BiGain: Unified Token Compression for Joint Generation and Classification

    Mar 12, 2026Jiacheng Liu, Shengkun Tang, Jiacheng Cui +2Token CompressionDiffusion Model Compression

    VILA Lab, MBZUAI · North Carolina State University

  25. Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution

    Feb 28, 2026Bin Chen, Weiqi Li, Shijie Zhao +4Diffusion Model CompressionVideo Super-Resolution

    School of Electronic and Computer Engineering, Peking University · ByteDance Inc.

  26. Amber-Image: Efficient Compression of Large-Scale Diffusion Transformers

    Feb 19, 2026Chaojie Yang, Tian Li, Yue Zhang +1Diffusion Model CompressionT2I Diffusion Models

    Computational Intelligence Dept, HelloGroup Inc.

  27. Advances in Diffusion-Based Generative Compression

    Jan 26, 2026Yibo Yang, Stephan MandtLearned Image CompressionGenerative Image Compression

    Chan Zuckerberg Biohub · University of California Irvine