Neural Network Compression

Ask about this topic

Momentum

13 papers in the last four weeks, level with the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 128

All topics
CardsList

  1. Real-Time Neural Video Compression with Unified Intra and Inter Coding

    Oct 16, 2025Hui Xiang, Yifan Bian, Li Li +3Learned Image CompressionNeural Video Compression

    University of Science and Technology of China · Tencent Shannon Lab

  2. BALF: Budgeted Activation-Aware Low-Rank Factorization for Fine-Tuning-Free Model Compression

    Sep 29, 2025David González-MartínezLow-Rank Matrix DecompositionLow-Rank Compression

    Department of Computer Science and Artificial Intelligence, Universidad de Sevilla · Tübingen AI Center

  3. On the Interaction of Compressibility and Adversarial Robustness

    Jul 23, 2025Melih Barsbey, Antônio H. Ribeiro, Umut Şimşekli +1Neural Network RobustnessAdversarial Robustness

    Department of Computing, Imperial College London, UK · Department of Information Technology, Uppsala University, Sweden · INRIA, CNRS, Département d’Informatique de l’Ecole Normale Supérieure / PSL, France

  4. Subspace Networks: Scaling Decentralized Training with Communication-Efficient Model Parallelism

    Jun 2, 2025Sameera Ramasinghe, Thalaiyasingam Ajanthan, Gil Avraham +2Communication-Efficient Distributed TrainingDecentralized Learning

    Pluralis Research

  5. Gibbs randomness-compression proposition

    May 29, 2025M. SüzenNeural Network Compression

  6. Tensorization is a powerful but underexplored tool for compression and interpretability of neural networks

    May 26, 2025Safa Hamreras, Sukhbinder Singh, Román OrúsTensor NetworksNeural Network Interpretability

    Donostia International Physics Center, Paseo Manuel de Lardizabal 4, E-20018 San Sebastián, Spain · Multiverse Computing, Spadina Ave., Toronto, ON M5T 2C2, Canada · Multiverse Computing, Paseo de Miramón 170, E-20014 San Sebastián, Spain

  7. Neural Stereo Video Compression with Hybrid Disparity Compensation

    Apr 29, 2025Shiyin Jiang, Zhenghao Chen, Minghao Han +1Stereo VisionNeural Video Compression

    School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, Sichuan 611731, China · School of Computer and Information Sciences, The University of Newcastle, Newcastle, NSW 2300, Australia

  8. Explainable Bayesian deep learning through input-skip Latent Binary Bayesian Neural Networks

    Mar 13, 2025Eirik Høyheim, Lars Skaaret-Lund, Solve Sæbø +1Bayesian Neural NetworksUncertainty Quantification

    Bioinformatics and applied statistics (BIAS), Norwegian University of Life Sciences, Ås, Norway