Integrated Gradients

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

Jul 13Week of Sep 28
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Latest papers 9

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  1. Temporally-Resolved Token Attribution Reveals the Generation Dynamics of Diffusion Language Models

    Oct 1, 2026Darpan Aswal, Céline HudelotIntegrated GradientsLLM Interpretability

    Université Grenoble Alpes · MICS, CentraleSupélec

  2. Restoring without Forgetting: Filter-Level Continual Image Restoration via Parameter-Space Integrated Gradients

    Sep 29, 2026Xin Feng, Jin Zhao, Yizhen Zhang +3Integrated GradientsImage Restoration

    School of Informatics, University of Edinburgh · Baidu Inc. · Tsinghua University +1

  3. Beyond Attention: Signed Integrated Gradients Attribution in a BiomeGPT-Style Microbiome Transformer

    Aug 6, 2026Oren NelsonGradient-Based AttributionIntegrated Gradients

    Department of Computer Science University of California, San Diego San Diego, CA 92122

  4. IG-Lens: Exact Additive Probability Attribution Across Transformer Layers via Telescoping Integrated Gradients

    Jun 29, 2026Duc Anh NguyenGradient-Based AttributionIntegrated Gradients

    Hanoi University of Science and Technology

  5. Evaluating the Temporal Detection Capability of Integrated Gradients Applied on Sound Classifier

    May 22, 2026Martynas Dumpis, Tuomas VirtanenGradient-Based AttributionIntegrated Gradients

    Department of Electronic Systems · Vilnius Gediminas Technical University · Vilnius, Lithuania +3

  6. The Neglected Baseline in Model Interpretation

    May 21, 2026Yongjin Cui, Xiaohui FanGradient-Based AttributionIntegrated Gradients

    Zhejiang University

  7. Spectral Integrated Gradients for Coarse-to-Fine Feature Attribution

    May 19, 2026Soyeon Kim, Seongwoo Lim, Kyowoon Lee +1Gradient-Based AttributionIntegrated Gradients

    Korea Advanced Institute of Science and Technology Seongnam, Gyeonggi-do, Republic of Korea · INEEJI Corp. Seongnam, Gyeonggi-do, Republic of Korea

  8. FRInGe: Distribution-Space Integrated Gradients with Fisher--Rao Geometry

    May 7, 2026Gabriele Martino, Sebastian TschiatschekGradient-Based AttributionIntegrated Gradients

    Faculty of Computer Science / Doctoral School Computer Science University of Vienna Vienna, Austria · Faculty of Computer Science / ds:UniVie University of Vienna Vienna, Austria

  9. Manifold-Aligned Guided Integrated Gradients for Reliable Feature Attribution

    May 4, 2026Soyeon Kim, Seongwoo Lim, Kyowoon Lee +1Gradient-Based AttributionIntegrated Gradients

    Kim Jaechul Graduate School of AI, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea · INEEJI, Seongnam, Korea · KAIST InnoCORE LLM, KAIST, Daejeon, Korea