Model Compression

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9 papers in the last four weeks, up 80% on the four weeks before. 0.1% of all new papers.

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  1. High-Fidelity Mobile Avatars with Pruned Local Blendshapes

    May 3, 2026Youyi Zhan, He Wang, Tianjia Shao +1Model Compression3D Gaussian Splatting

    State Key Lab of CAD&CG, Zhejiang University · University College London

  2. Model Compression with Exact Budget Constraints via Riemannian Manifolds

    May 1, 2026Michael Helcig, Dan AlistarhModel CompressionRiemannian Optimization

    ETH Zürich · IST Austria

  3. Learning from Compressed CT: Feature Attention Style Transfer and Structured Factorized Projections for Resource-Efficient Medical Image Analysis

    May 1, 2026Shadid Yousuf, S. M. Mahbubur Rahman, Mohammed Imamul Hassan BhuiyanModel CompressionMedical Image Analysis

    Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology

  4. Compressing ACAS-Xu Lookup Tables with Binary Decision Diagrams

    Apr 29, 2026Martin Boniol, Julien Brunel, Jean-Baptiste Chaudron +2Model CompressionCollision Avoidance

    ISAE-SUPAERO · Université de Toulouse, ISAE SUPAERO, Toulouse, France · Université de Toulouse, DTIS, ONERA, Toulouse, France

  5. Density Field State Space Models: 1-Bit Distillation, Efficient Inference, and Knowledge Organization in Mamba-2

    Apr 28, 2026Chirag ShindeModel CompressionLLM Quantization

    Independent Researcher

  6. S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models

    Apr 27, 2026Mohammed Ali El Adlouni, Aurian Quelennec, Pierre Chouteau +2Model CompressionAudio Representation Learning

    LTCI, T´el´ecom Paris, Institut Polytechnique de Paris, Palaiseau, France

  7. Focus Session: Hardware and Software Techniques for Accelerating Multimodal Foundation Models

    Apr 23, 2026Muhammad Shafique, Abdul Basit, Muhammad Abdullah Hanif +3Model CompressionEfficient Multimodal Inference

    eBRAIN Lab, New York University (NYU) Abu Dhabi, Abu Dhabi, United Arab Emirates

  8. MUA: Mobile Ultra-detailed Animatable Avatars

    Apr 20, 2026Heming Zhu, Guoxing Sun, Marc HabermannModel CompressionNeural Rendering

    Max Planck Institute for Informatics, Saarland Informatics Campus, Germany.

  9. TStore: Rethinking AI Model Hub with Tensor-Centric Compression

    Apr 18, 2026Tingfeng Lan, Zirui Wang, Yunjia Zheng +3Model Compression

    University of Virginia · Harvard University

  10. 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

  11. MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction

    Apr 11, 2026Wenchang Duan, Zhenguo Gao, Jinguo Xian +1Model CompressionMulti-Agent Trajectory Prediction

    School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai 200240, China · Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders, Shanghai Jiao Tong University, Shanghai 200030, China · Shanghai Key Laboratory of Psychotic Disorders, and Brain Science and Technology Research Center, Shanghai Jiao Tong University, Shanghai 200030, China

  12. Performance and Complexity Trade-off Optimization of Speech Models During Training

    Jan 20, 2026Esteban Gómez, Tom BäckströmModel CompressionNeural Network Optimization

    Department of Information and Communications Engineering, Aalto University, Espoo, Finland

  13. A Survey on Efficient Vision-Language-Action Models

    Oct 27, 2025Zhaoshu Yu, Bo Wang, Pengpeng Zeng +7Model CompressionRobotic Data Collection

    School of Computer Science and Technology, Tongji University, China · School of Computing and Artificial Intelligence, Southwest Jiaotong University, China · School of Computer Science and Engineering, University of Electronic Science and Technology of China, China +1

  14. Activation-Informed Pareto-Guided Low-Rank Compression for Efficient LLM/VLM

    Oct 7, 2025Ryan Solgi, Parsa Madinei, Jiayi Tian +4Model CompressionLLM Compression

    University of California-Santa Barbara, USA · Amazon, USA

  15. One Shot vs. Iterative: Rethinking Pruning Strategies for Model Compression

    Aug 19, 2025Mikołaj Janusz, Tomasz Wojnar, Yawei Li +2Model CompressionStructured Pruning

    aJagiellonian University · bETH Zürich · cWrocław University of Science and Technology

  16. GeLaCo: An Evolutionary Approach to Layer Compression

    Jul 14, 2025David Ponce, Thierry Etchegoyhen, Javier Del SerModel CompressionLLM Compression

    Fundación Vicomtech, Basque Research and Technology Alliance (BRTA) · University of the Basque Country UPV/EHU · TECNALIA. Basque Research and Technology Alliance (BRTA)

  17. Generalized Fisher-Weighted SVD: Scalable Kronecker-Factored Fisher Approximation for Compressing Large Language Models

    May 23, 2025Viktoriia Chekalina, Daniil Moskovskiy, Tatiana Matveeva +2Model CompressionLLM Compression

    1Fusion Brain · 2MSU · 3AXXX +2

  18. Task Vector Bases: A Unified and Scalable Framework for Compressed Task Arithmetic

    Feb 3, 2025Siqi Zeng, Yifei He, Meitong Liu +5Model CompressionTask Vectors

    University of Illinois Urbana-Champaign · University of Pennsylvania · Okinawa Institute of Science and Technology

  19. UniTAC: Universal Task-Aware Compression via Weighted Distortion Measures

    Date pendingHoma Esfahanizadeh, Matin Mortaheb, Adeel Mahmood +2Model CompressionLearned Image Compression

    Nokia Bell Labs, Murray Hill, NJ 07974, USA