TT Decomposition

TT: Tensor Train

Ask about this topic

Momentum

2 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 11

All topics
CardsList

  1. Activation-Aware Weight Tensorization: A Calibration-Time Preconditioner for Tensor-Network LLM Compression

    Oct 7, 2026Alessandro Beatini, Marco Maronese, Emanuele RodolàLLM CompressionTensor Networks

    Sapienza University of Rome · Independent Researcher

  2. Tensor Decomposition of Transformer Key-Value Caches: Spectral Structure and Format Comparison

    Sep 23, 2026Rahul Krishnan, Volker SchulzTensor DecompositionTT Decomposition

    Universität Trier · Fachbereich IV, Mathematik, Universität Trier

  3. A Block Tensor Train Burer-Monteiro Framework for Low-Rank Quantum State Tomography

    Sep 8, 2026Shakir Showkat Sofi, Charlotte Vermeylen, Fatemeh Mohammadi +1Quantum State TomographyTT Decomposition

    Leuven.AI - KU Leuven institute for AI, B-3000, Leuven, Belgium · Department of Electrical Engineering (ESAT), KU Leuven, Leuven, Belgium; Group Science, Engineering and Technology, KU Leuven Kulak, Kortrijk, Belgium · Departments of Computer Science and Mathematics, KU Leuven, Leuven, Belgium

  4. Tensor Train Diffusion: Leveraging Low-Rank Structures for High-Dimensional Score-Based Sampling

    Jul 7, 2026Robert Gruhlke, Julius Berner, David Sommer +1Stochastic Differential EquationsDiffusion Sampling

    Freie Universität Berlin · NVIDIA · WIAS +2

  5. Tensor-Train Joint Modeling for Few-Step Discrete Diffusion

    Jul 4, 2026Byoungkwon Kim, Minhyuk SungMasked Diffusion ModelsTensor Decomposition

    KAIST

  6. Online TT-ALS for Streaming Tensor Decomposition with Incremental Orthogonalization

    Jun 30, 2026Hiroki Takeda, Yuto Miyatake, Daisuke FurihataTensor DecompositionTT Decomposition

    Department of Pure and Applied Mathematics, The University of Osaka, Japan · D3 Center, The University of Osaka, Japan

  7. Tensor Train Decomposition-based 3D Implicit Full Waveform Inversion with Multi-scale Structural Similarity

    Jun 22, 2026Liangsheng He, Chao Song, Tiansheng Chen +2Implicit Neural Representations3D Reconstruction

    State Key Laboratory of Deep Earth Exploration and Imaging College of GeoExploration Science and Technology, Jilin University Changchun, Jilin, 130021, China · State Key Laboratory of DeepChaoEarthSong Exploration and Imaging College of GeoExploration Science and Technology, Jilin University Changchun, Jilin, 130021, China · Petroleum Exploration and Production Research Institute, Sinopec Beijing, 100083, China

  8. In-Context Graphical Inference

    Jun 3, 2026Zehua Cheng, Wei Dai, Jiahao SunAmortized InferenceProbabilistic Graphical Models

    Department of Computer Science, University of Oxford, Oxford, United Kingdom · FLock.io, London, United Kingdom

  9. Tensor-based computation of the Koopman generator via operator logarithm

    Apr 9, 2026Tatsuya Kishimoto, Jun OhkuboKoopman Operator LearningNonlinear System Identification

    Graduate School of Science and Engineering, Saitama University 255 Shimo-Okubo, Sakura-ku, Saitama 338–8570, Japan

  10. Monte Carlo Tree Search with Tensor Factorization for Optimization Problems in Robotics

    Jul 7, 2025Teng Xue, Yan Zhang, Amirreza Razmjoo +1Monte Carlo Tree SearchTT Decomposition

    Idiap Research Institute, Martigny, Switzerland · École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland

  11. MetaTT: A Global Tensor-Train Adapter for Parameter-Efficient Fine-Tuning

    Jun 10, 2025Javier Lopez-Piqueres, Pranav Deshpande, Archan Ray +3TransformerTensor Decomposition

    Global Technology Applied Research, JPMorgan Chase, New York, NY 10001, USA