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Faculti is a research discovery platform that helps scholars, students, policymakers, and professionals explore the ideas shaping research and policy through expert insights, structured contributions, and tools for navigating the scholarly literature.

As a member of Crossref and OCLC, Faculti registers DOIs for research insights and indexes them for long-term discovery across universities, libraries, and research institutions worldwide.

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Artificial Intelligence & Machine Learning — Research Papers | Faculti

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Artificial Intelligence & Machine Learning

Core AI/ML methods, models, and techniques

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530,750Articles

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artificial intelligencemachine learningdeep learningreinforcement learningdeep reinforcement learningsupervised learningunsupervised learningself-supervised learningcontrastive learningfew-shot learningtransfer learningfederated learningrepresentation learningdomain adaptationknowledge distillation

Articles published on Artificial Intelligence & Machine Learning

530,750 results

25 Mar 2026|arxiv:2603.11118

A Learning-Based Superposition Operator for Non-Renewal Arrival Processes in Queueing Networks

Eliran Sherzer2026·arXiv Preprint

12 Mar 2026|10.1136/bjsports-2025-110822

What do thermal indices lack to help predict heat-related risk in elite Athletics?

Bandiera; David; Garrandes; Frédéric; Kowalski + 7 more2026·British journal of sports medicineTier 2

24 Feb 2026|arxiv:2602.19326

City Editing: Hierarchical Agentic Execution for Dependency-Aware Urban Geospatial Modification

Rui Liu; Steven Jige Quan; Zhong-Ren Peng; Zijun Yao; Han Wang; Zhengzhang Chen; Kunpeng Liu; Yanjie Fu; Dongjie Wang2026·arXiv Preprint

6 Jan 2026|arxiv:2601.00641

Probabilistic Guarantees for Reducing Contextual Hallucinations in LLMs

Nils Rautenberg; Sven Schippkus2026·arXiv Preprint

31 Jan 2026|arxiv:2601.21572

Signal-Adaptive Trust Regions for Gradient-Free Optimization of Recurrent Spiking Neural Networks

Jinhao Li; Yuhao Sun; Zhiyuan Ma; Hao He; Xinche Zhang; Xing Chen; Jin Li; Sen Song2026·arXiv Preprint

24 Feb 2026|arxiv:2602.17739

GeneZip: Region-Aware Compression for Long Context DNA Modeling

Jianan Zhao; Xixian Liu; Zhihao Zhan; Xinyu Yuan; Hongyu Guo; Jian Tang2026·arXiv Preprint

24 Feb 2026|arxiv:2602.19207

HybridFL: A Federated Learning Approach for Financial Crime Detection

Afsana Khan; Marijn ten Thij; Guangzhi Tang; Anna Wilbik2026·arXiv Preprint

22 Jan 2026|arxiv:2601.13731

Breaking the Data Barrier in Learning Symbolic Computation: A Case Study on Variable Ordering Suggestion for Cylindrical Algebraic Decomposition

Rui-Juan Jing; Yuegang Zhao; Changbo Chen2026·arXiv Preprint

26 Mar 2026|arxiv:2603.13410

Bridging the Visual-to-Physical Gap: Physically Aligned Representations for Fall Risk Analysis

Xianqi Zhang2026·arXiv Preprint

19 Mar 2026|arxiv:2603.13330

RBF-Solver: A Multistep Sampler for Diffusion Probabilistic Models via Radial Basis Functions

Soochul Park; Yeon Ju Lee; SeongJin Yoon; Jiyub Shin; Juhee Lee; Seongwoon Jo2026·arXiv Preprint

20 Mar 2026|arxiv:2603.17357

WebPII: Benchmarking Visual PII Detection for Computer-Use Agents

Nathan Zhao2026·arXiv Preprint

11 Feb 2026|arxiv:2602.08030

Free(): Learning to Forget in Malloc-Only Reasoning Models

Yilun Zheng; Dongyang Ma; Tian Liang; Jiahao Xu; Xinting Huang; Lihui Chen; Haitao Mi; Yan Wang2026·arXiv Preprint

7 Feb 2026|arxiv:2602.04132

Lyapunov Constrained Soft Actor-Critic (LC-SAC) using Koopman Operator Theory for Quadrotor Trajectory Tracking

Dhruv S. Kushwaha; Zoleikha A. Biron2026·arXiv Preprint

26 Feb 2026|arxiv:2602.20502

ActionEngine: From Reactive to Programmatic GUI Agents via State Machine Memory

Hongbin Zhong; Fazle Faisal; Luis França; Tanakorn Leesatapornwongsa; Adriana Szekeres; Kexin Rong; Suman Nath2026·arXiv Preprint

6 Mar 2026|arxiv:2603.03825

From Narrow to Panoramic Vision: Attention-Guided Cold-Start Reshapes Multimodal Reasoning

Ruilin Luo; Chufan Shi; Yizhen Zhang; Cheng Yang; Songtao Jiang; Tongkun Guan; Ruizhe Chen; Ruihang Chu; Peng Wang; Mingkun Yang; Yujiu Yang; Junyang Lin; Zhibo Yang2026·arXiv Preprint

11 Feb 2026|arxiv:2602.08295

The Vibe-Automation of Automation: A Proactive Education Framework for Computer Science in the Age of Generative AI

Ilya Levin2026·arXiv Preprint

14 Mar 2026|arxiv:2603.00462

OPGAgent: An Agent for Auditable Dental Panoramic X-ray Interpretation

Zhaolin Yu; Litao Yang; Ben Babicka; Ming Hu; Jing Hao; Anthony Huang; James Huang; Yueming Jin; Jiasong Wu; Zongyuan Ge2026·arXiv Preprint

10 Mar 2026|arxiv:2603.06272

Looking Through Glass Box

Alexis Kafantaris2026·arXiv Preprint

9 Jan 2026|arxiv:2601.04891

Scaling Vision Language Models for Pharmaceutical Long Form Video Reasoning on Industrial GenAI Platform

Suyash Mishra; Qiang Li; Srikanth Patil; Satyanarayan Pati; Baddu Narendra2026·arXiv Preprint

14 Mar 2026|arxiv:2603.11304

Worst-case low-rank approximations

Anya Fries; Markus Reichstein; David Blei; Jonas Peters2026·arXiv Preprint

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