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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

15 Mar 2026|10.1136/bmjopen-2025-108999

Chronic rhinosinusitis: a qualitative study of patient and clinician experiences of the MACRO randomised controlled trial of surgical versus medical management.

Vennik; Jane; McDermott; Clare; Williams + 7 more2026·BMJ openTier 2

6 Mar 2026|arxiv:2603.04037

DQE-CIR: Distinctive Query Embeddings through Learnable Attribute Weights and Target Relative Negative Sampling in Composed Image Retrieval

Geon Park; Ji-Hoon Park; Seong-Whan Lee2026·arXiv Preprint

13 Feb 2026|arxiv:2602.11136

FormalJudge: A Neuro-Symbolic Paradigm for Agentic Oversight

Jiayi Zhou; Yang Sheng; Hantao Lou; Yaodong Yang; Jie Fu2026·arXiv Preprint

22 Jan 2026|arxiv:2601.13662

Reinforcement Learning for Opportunistic Routing in Software-Defined LEO-Terrestrial Systems

Sivaram Krishnan; Zhouyou Gu; Jihong Park; Sung-Min Oh; Jinho Choi2026·arXiv Preprint

4 Mar 2026|10.1109/APSIPAASC65261.2025.11248992

End-to-End Simultaneous Dysarthric Speech Reconstruction with Frame-Level Adaptor and Multiple Wait-k Knowledge Distillation

Minghui Wu; Haitao Tang; Jiahuan Fan; Ruizhi Liao; Yanyong Zhang2026·arXiv Preprint

18 Feb 2026|arxiv:2602.14785

SA-SSL-MOS: Self-supervised Learning MOS Prediction with Spectral Augmentation for Generalized Multi-Rate Speech Assessment

Fengyuan Cao; Xinyu Liang; Fredrik Cumlin; Victor Ungureanu; Chandan K. A. Reddy; Christian Schuldt; Saikat Chatterjee2026·arXiv Preprint

6 Mar 2026|arxiv:2603.03662

Graph Negative Feedback Bias Correction Framework for Adaptive Heterophily Modeling

Jiaqi Lv; Qingfeng Du; Yu Zhang; Yongqi Han; Sheng Li2026·arXiv Preprint

2 Apr 2026|arxiv:2603.29974

Meteorology-Driven GPT4AP: A Multi-Task Forecasting LLM for Atmospheric Air Pollution in Data-Scarce Settings

Prasanjit Dey; Soumyabrata Dev; Bianca Schoen-Phelan2026·arXiv Preprint

6 Apr 2026|10.1016/j.iccn.2026.104351

Facilitators and barriers to optimizing sedation practices in critically ill adult patients: A qualitative study

Theophany Eystathioy; Claudia Singh; Dan Niven et al.2026·Intensive and Critical Care NursingTier 2

29 Jan 2026|arxiv:2601.19532

Benchmarks Saturate When The Model Gets Smarter Than The Judge

Marthe Ballon; Andres Algaba; Brecht Verbeken; Vincent Ginis2026·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

28 Mar 2026|arxiv:2603.13993

VAD4Space: Visual Anomaly Detection for Planetary Surface Imagery

Fabrizio Genilotti; Arianna Stropeni; Francesco Borsatti; Manuel Barusco; Davide Dalle Pezze; Gian Antonio Susto2026·arXiv Preprint

11 Feb 2026|10.1371/journal.pone.0313802

Implementation of point of care HIV viral load monitoring for people living with HIV in low- and middle-income countries: A systematic review on implementation research outcomes.

Msoka; Perry; Swai; Iraseni; Ngowi + 6 more2026·PloS oneTier 2

11 Apr 2026|arxiv:2604.08042

3DrawAgent: Teaching LLM to Draw in 3D with Early Contrastive Experience

Hongcan Xiao; Xinyue Xiao; Yilin Wang; Yue Zhang; Yonggang Qi2026·arXiv Preprint

6 Mar 2026|arxiv:2603.03945

How Predicted Links Influence Network Evolution: Disentangling Choice and Algorithmic Feedback in Dynamic Graphs

Mathilde Perez; Raphaël Romero; Jefrey Lijffijt; Charlotte Laclau2026·arXiv Preprint

11 Apr 2026|arxiv:2604.07821

More Capable, Less Cooperative? When LLMs Fail At Zero-Cost Collaboration

Advait Yadav; Sid Black; Oliver Sourbut2026·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

11 Apr 2026|arxiv:2604.07603

Implicit Regularization and Generalization in Overparameterized Neural Networks

Zeran Johannsen2026·arXiv Preprint

31 Mar 2026|arxiv:2603.26516

ALBA: A European Portuguese Benchmark for Evaluating Language and Linguistic Dimensions in Generative LLMs

Inês Vieira; Inês Calvo; Iago Paulo; James Furtado; Rafael Ferreira; Diogo Tavares; Diogo Glória-Silva; David Semedo; João Magalhães2026·arXiv Preprint

24 Feb 2026|arxiv:2602.19332

Training-Free Cross-Architecture Merging for Graph Neural Networks

Rishabh Bhattacharya; Vikaskumar Kalsariya; Naresh Manwani2026·arXiv Preprint

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