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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.

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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

3 Mar 2026|arxiv:2602.23960

SHINE: Sequential Hierarchical Integration Network for EEG and MEG

Xiran Xu; Yujie Yan; Xihong Wu; Jing Chen2026·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

25 Mar 2026|arxiv:2603.11118

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

Eliran Sherzer2026·arXiv Preprint

6 Jan 2026|arxiv:2601.00604

Cycling Race Time Prediction: A Personalized Machine Learning Approach Using Route Topology and Training Load

Francisco Aguilera Moreno2026·arXiv Preprint

24 Feb 2026|arxiv:2602.16959

Eigenmood Space: Uncertainty-Aware Spectral Graph Analysis of Psychological Patterns in Classical Persian Poetry

Kourosh Shahnazari; Seyed Moein Ayyoubzadeh; Mohammadali Keshtparvar2026·arXiv Preprint

24 Feb 2026|arxiv:2602.19915

Fully Convolutional Spatiotemporal Learning for Microstructure Evolution Prediction

Michael Trimboli; Mohammed Alsubaie; Sirani M. Perera; Ke-Gang Wang; Xianqi Li2026·arXiv Preprint

5 Jan 2026|10.3390/geosciences16010025

Interpretable AI for Site-Adaptive Soil Liquefaction Assessment

Emerzon S. Torres; Jonathan R. Dungca2026·GeosciencesTier 2

13 Mar 2026|arxiv:2603.00206

TACIT Benchmark: A Programmatic Visual Reasoning Benchmark for Generative and Discriminative Models

Daniel Nobrega Medeiros2026·arXiv Preprint

3 Mar 2026|arxiv:2602.15379

FlashMem: Supporting Modern DNN Workloads on Mobile with GPU Memory Hierarchy Optimizations

Zhihao Shu; Md Musfiqur Rahman Sanim; Hangyu Zheng; Kunxiong Zhu; Miao Yin; Gagan Agrawal; Wei Niu2026·arXiv Preprint

12 Feb 2026|arxiv:2602.09464

AlgoVeri: An Aligned Benchmark for Verified Code Generation on Classical Algorithms

Haoyu Zhao; Ziran Yang; Jiawei Li; Deyuan He; Zenan Li; Chi Jin; Venugopal V. Veeravalli; Aarti Gupta; Sanjeev Arora2026·arXiv Preprint

29 Jan 2026|arxiv:2601.19223

Nonlocal Kramers-Moyal formulas and data-driven discovery of stochastic dynamical systems with multiplicative Lévy noise

Yang Li; Jinqiao Duan2026·arXiv Preprint

6 Mar 2026|arxiv:2603.04134

InstMeter: An Instruction-Level Method to Predict Energy and Latency of DL Model Inference on MCUs

Hao Liu; Qing Wang; Marco Zuniga2026·arXiv Preprint

5 Mar 2026|arxiv:2603.02899

Embedding interpretable $\ell_1$-regression into neural networks for uncovering temporal structure in cell imaging

Fabian Kabus; Maren Hackenberg; Julia Hindel; Thibault Cholvin; Antje Kilias; Thomas Brox; Abhinav Valada; Marlene Bartos; Harald Binder2026·arXiv Preprint

5 Jan 2026|10.1371/journal.pone.0340186

Weakly supervised deep multi-instance learning for classification of endometrial lesions on hematoxylin and eosin-stained whole-slide images

Medicine

Zhixian Zhou; Jiaqi Guo; XiangLong Du et al.2026·PLoS ONETier 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

1 Apr 2026|arxiv:2603.27960

Efficient Inference of Large Vision Language Models

Surendra Pathak2026·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

23 Jan 2026|arxiv:2601.14674

LaVR: Scene Latent Conditioned Generative Video Trajectory Re-Rendering using Large 4D Reconstruction Models

Mingyang Xie; Numair Khan; Tianfu Wang; Naina Dhingra; Seonghyeon Nam; Haitao Yang; Zhuo Hui; Christopher Metzler; Andrea Vedaldi; Hamed Pirsiavash; Lei Luo2026·arXiv Preprint

30 Jan 2026|arxiv:2601.20800

Conditional PED-ANOVA: Hyperparameter Importance in Hierarchical & Dynamic Search Spaces

Kaito Baba; Yoshihiko Ozaki; Shuhei Watanabe2026·arXiv Preprint

8 Jan 2026|arxiv:2601.03173

Predicting Time Pressure of Powered Two-Wheeler Riders for Proactive Safety Interventions

Sumit S. Shevtekar; Chandresh K. Maurya; Gourab Sil; Subasish Das2026·arXiv Preprint

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