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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

28 Mar 2026|arxiv:2603.24652

Demystifying When Pruning Works via Representation Hierarchies

Shwai He; Guoheng Sun; Haichao Zhang; Yun Fu; Ang Li2026·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

28 Mar 2026|arxiv:2603.13669

SHAMISA: SHAped Modeling of Implicit Structural Associations for Self-supervised No-Reference Image Quality Assessment

Mahdi Naseri; Zhou Wang2026·arXiv Preprint

2 Apr 2026|10.1109/tcyb.2025.3646012

Novel Switching Laws for Switched Nonlinear Time-Delay Systems and Applications to Neural Networks

Zhichuang Wang; Wei He; Jian Sun et al.2026·IEEE Transactions on Cybernetics

13 Mar 2026|arxiv:2603.00206

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

Daniel Nobrega Medeiros2026·arXiv Preprint

18 Feb 2026|arxiv:2602.15010

BPP: Long-Context Robot Imitation Learning by Focusing on Key History Frames

Max Sobol Mark; Jacky Liang; Maria Attarian; Chuyuan Fu; Debidatta Dwibedi; Dhruv Shah; Aviral Kumar2026·arXiv Preprint

20 Mar 2026|arxiv:2603.17052

Early Quantization Shrinks Codebook: A Simple Fix for Diversity-Preserving Tokenization

Wenhao Zhao; Qiran Zou; Rushi Shah; Yudi Wu; Zhouhan Lin; Dianbo Liu2026·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

23 Jan 2026|arxiv:2601.14620

Scaling Ambiguity: Augmenting Human Annotation in Speech Emotion Recognition with Audio-Language Models

Wenda Zhang; Hongyu Jin; Siyi Wang; Zhiqiang Wei; Ting Dang2026·arXiv Preprint

19 Mar 2026|arxiv:2603.16192

Structured Semantic Cloaking for Jailbreak Attacks on Large Language Models

Xiaobing Sun; Perry Lam; Shaohua Li; Zizhou Wang; Rick Siow Mong Goh; Yong Liu; Liangli Zhen2026·arXiv Preprint

9 Jan 2026|arxiv:2601.04611

Character-R1: Enhancing Role-Aware Reasoning in Role-Playing Agents via RLVR

Yihong Tang; Kehai Chen; Xuefeng Bai; Benyou Wang; Zeming Liu; Haifeng Wang; Min Zhang2026·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

27 Feb 2026|arxiv:2602.21472

The Design Space of Tri-Modal Masked Diffusion Models

Louis Bethune; Victor Turrisi; Bruno Kacper Mlodozeniec; Pau Rodriguez Lopez; Lokesh Boominathan; Nikhil Bhendawade; Amitis Shidani; Joris Pelemans; Theo X. Olausson; Devon Hjelm; Paul Dixon; Joao Monteiro; Pierre Ablin; Vishnu Banna; Arno Blaas; Nick Henderson; Kari Noriy; Dan Busbridge; Josh Susskind; Marco Cuturi; Irina Belousova; Luca Zappella; Russ Webb; Jason Ramapuram2026·arXiv Preprint

7 Feb 2026|arxiv:2602.03075

ReMiT: RL-Guided Mid-Training for Iterative LLM Evolution

Junjie Huang; Jiarui Qin; Di Yin; Weiwen Liu; Yong Yu; Xing Sun; Weinan Zhang2026·arXiv Preprint

16 Jan 2026|arxiv:2601.09451

Late Breaking Results: Quamba-SE: Soft-edge Quantizer for Activations in State Space Models

Yizhi Chen; Ahmed Hemani2026·arXiv Preprint

7 Feb 2026|arxiv:2602.04689

Static and auto-regressive neural emulation of phytoplankton biomass dynamics from physical predictors in the global ocean

Mahima Lakra; Ronan Fablet; Lucas Drumetz; Etienne Pauthenet; Elodie Martinez2026·arXiv Preprint

2 Apr 2026|10.52468/2542-1514.2025.9(4).36-46

Legal aspects of artificial intelligence in ensuring national security: challenges and threats

A. K. Zharova2026·Law Enforcement Review

28 Feb 2026|arxiv:2602.13928

voice2mode: Phonation Mode Classification in Singing using Self-Supervised Speech Models

Aju Ani Justus; Ruchit Agrawal; Sudarsana Reddy Kadiri; Shrikanth Narayanan2026·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

27 Mar 2026|arxiv:2603.24101

KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits

Peng Xu; Yapeng Li; Tinghuan Chen; Tsung-Yi Ho; Bei Yu2026·arXiv Preprint

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