📄 Paper Explainer

All Explained Papers

576 papers explained. Page 8 of 29. ← Back to home

• arXiv:2605.14824 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  Robust and Multi-Parameter Topological Clustering
  Ludo Andrianirina, Mathieu Carrière
• arXiv:2605.14839 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  GenAI for Energy-Efficient and Interference-Aware Compressed Sensing of GNSS Signals a Google Edge TPU This work has been carried out within the DARCII project, funding code 50NA2401, sponsored by the German Federal Ministry for Economic Affairs and Climate Action (BMWK) and supported by the German Aerospace Center (DLR), the Bundesnetzagentur (BNetzA), and the Federal Agency for Cartography and Geodesy (BKG).
  Thorben Wegner, Lucas Heublein, Tobias Feigl, et al.
• arXiv:2605.14840 · cs.LG+2 · submitted 2026-05-14 · explained 2026-05-17
  In-Context Learning for Data-Driven Censored Inventory Control
  Sohom Mukherjee, Anh-Duy Pham, Richard Pibernik, et al.
• arXiv:2605.14841 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  GPart: End-to-End Isometric Fine-Tuning via Global Parameter Partitioning
  Paolo Mandica, Michał Brzozowski, Zuzanna Dubanowska, et al.
• arXiv:2605.14844 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  XFP: Quality-Targeted Adaptive Codebook Quantization with Sparse Outlier Separation for LLM Inference
  Thomas Witt
• arXiv:2605.14855 · cs.LG+2 · submitted 2026-05-14 · explained 2026-05-17
  Exploitation of Hidden Context in Dynamic Movement Forecasting: A Neural Network Journey from Recurrent to Graph Neural Networks and General Purpose Transformers This work has been carried out within the DARCII project, funding code 50NA2401, sponsored by the German Federal Ministry for Economic Affairs and Climate Action (BMWK) and supported by the German Aerospace Center (DLR), the Bundesnetzagentur (BNetzA), and the Federal Agency for Cartography and Geodesy (BKG). This work was also supported by the Bavarian Ministry for Economic Affairs, Infrastructure, Transport and Technology through the Center for Analytics Data Applications (ADA-Center) within the framework of ``BAYERN DIGITAL II'' (20-3410-2-9-8).
  Lukas Schelenz, Shobha Rajanna, Denis Gosalci, et al.
• arXiv:2605.14867 · cs.LG+2 · submitted 2026-05-14 · explained 2026-05-17
  REALM: Retrospective Encoder Alignment for LFP Modeling
  Peicheng Wu, Zhenyu Bu, Runze Ma, et al.
• arXiv:2605.14868 · cs.LG · submitted 2026-05-14 · explained 2026-05-17
  Fast Adversarial Attacks with Gradient Prediction
  Kamil Ciosek, Aleksandr V. Petrov, Nicolò Felicioni, et al.
• arXiv:2605.14884 · cs.LG · submitted 2026-05-14 · explained 2026-05-17
  AIMing for Standardised Explainability Evaluation in GNNs: A Framework and Case Study on Graph Kernel Networks
  Magdalena Proszewska, N. Siddharth
• arXiv:2605.14897 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  Critic-Driven Voronoi-Quantization for Distilling Deep RL Policies to Explainable Models
  Senne Deproost, Denis Steckelmacher, Ann Nowé
• arXiv:2605.14915 · cs.LG · submitted 2026-05-14 · explained 2026-05-17
  TILBench: A Systematic Benchmark for Tabular Imbalanced Learning Across Data Regimes
  Ruizhe Liu, Jiaqi Luo
• arXiv:2605.14917 · cs.LG+3 · submitted 2026-05-14 · explained 2026-05-17
  A Mutual Information Lower Bound for Multimodal Regression Active Learning
  Leonardo Ferreira Guilhoto, Akshat Kaushal, Paris Perdikaris
• arXiv:2605.14927 · cs.LG · submitted 2026-05-14 · explained 2026-05-17
  Learning with Shallow Neural Networks on Cluster-Structured Features
  Elisabetta Cornacchia, Laurent Massoulié
• arXiv:2605.14929 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  Scaled Outer Product: A Hardware-Aware, Per-Layer Methodology for Post-Training Quantization of Large Language Models
  Earl Killian
• arXiv:2605.14937 · cs.LG+2 · submitted 2026-05-14 · explained 2026-05-17
  Goal-Conditioned Model Predictive Control with Object-Centric Representations
  Jonathan Spieler, Angel Villar-Corrales, Sven Behnke
• arXiv:2605.14938 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  1exOctopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models
  Yuehao Liu, Shanyan Guan, Weijia Zhang, et al.
• arXiv:2605.14940 · cs.LG+2 · submitted 2026-05-14 · explained 2026-05-17
  Not All Symbols Are Equal: Importance-Aware Constellation Design for Semantic Communication-4mm
  Albert Shaju, Christo Kurisummoottil Thomas, Mayukh Roy Chowdhury
• arXiv:2605.14953 · cs.LG · submitted 2026-05-14 · explained 2026-05-17
  Efficient Online Conformal Selection with Limited Feedback
  Sreenivas Gollapudi, Kostas Kollias, Kamesh Munagala, et al.
• arXiv:2605.14967 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  InfoSFT: Learn More and Forget Less with Information-Aware Token Weighting
  Mahdi Sabbaghi, George Pappas, Adel Javanmard, et al.
• arXiv:2605.14981 · cs.LG · submitted 2026-05-14 · explained 2026-05-17
  Distance-Matrix Wasserstein Statistics for Scalable Gromov--Wasserstein Learning
  Ao Xu, Tieru Wu