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All Explained Papers · cs.LG

167 papers in cs.LG. Page 3 of 9. ← Back to home

• arXiv:2605.14769 · cs.LG · submitted 2026-05-14 · explained 2026-05-17
  Composable Crystals: Controllable Materials Discovery via Concept Learning
  Nian Liu, Yuwei Zeng, Ryoji Kubo, et al.
• arXiv:2605.14773 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  Beyond What to Select: A Plug-and-play Oscillatory Data-Volume Scheduling for Efficient Model Training
  Suorong Yang, Hanqi Zhu, Hai Gan, et al.
• arXiv:2605.14779 · cs.LG · submitted 2026-05-14 · explained 2026-05-17
  Peng's Q($$) for Conservative Value Estimation in Offline Reinforcement Learning
  Byeongchan Kim, Min-hwan Oh
• arXiv:2605.14785 · cs.LG+1 · submitted 2026-05-14 · explained 2026-05-17
  Understanding Imbalanced Forgetting in Rehearsal-Based Class-Incremental Learning
  Alberto Tamajo, Srinandan Dasmahapatra, Rahman Attar
• arXiv:2605.14809 · cs.LG · submitted 2026-05-14 · explained 2026-05-17
  GFMate: Empowering Graph Foundation Models with Test-time Prompt Tuning
  Yan Jiang, Ruihong Qiu, Zi Huang
• 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