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EN
Guide
Artificial Intelligence & Machine Learning — Research Papers | Faculti
All papers by subject
Artificial Intelligence & Machine Learning
Core AI/ML methods, models, and techniques
Overview
530,750
Articles
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artificial intelligence
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deep learning
reinforcement learning
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representation learning
domain adaptation
knowledge distillation
Articles published on Artificial Intelligence & Machine Learning
530,750 results
14 Mar 2026
|
arxiv:2603.11304
Worst-case low-rank approximations
Anya Fries; Markus Reichstein; David Blei; Jonas Peters
2026
·
arXiv Preprint
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13 Feb 2026
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arxiv:2602.11144
GENIUS: Generative Fluid Intelligence Evaluation Suite
Ruichuan An; Sihan Yang; Ziyu Guo; Wei Dai; Zijun Shen; Haodong Li; Renrui Zhang; Xinyu Wei; Guopeng Li; Wenshan Wu; Wentao Zhang
2026
·
arXiv Preprint
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4 Mar 2026
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arxiv:2602.16109
Federated Graph AGI for Cross-Border Insider Threat Intelligence in Government Financial Schemes
Srikumar Nayak; James Walmesley
2026
·
arXiv Preprint
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7 Feb 2026
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arxiv:2602.04132
Lyapunov Constrained Soft Actor-Critic (LC-SAC) using Koopman Operator Theory for Quadrotor Trajectory Tracking
Dhruv S. Kushwaha; Zoleikha A. Biron
2026
·
arXiv Preprint
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7 Feb 2026
|
arxiv:2602.03087
Training and Simulation of Quadrupedal Robot in Adaptive Stair Climbing for Indoor Firefighting: An End-to-End Reinforcement Learning Approach
Baixiao Huang; Baiyu Huang; Yu Hou
2026
·
arXiv Preprint
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3 Mar 2026
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arxiv:2602.23934
Learning to Build: Autonomous Robotic Assembly of Stable Structures Without Predefined Plans
Jingwen Wang; Johannes Kirschner; Paul Rolland; Luis Salamanca; Stefana Parascho
2026
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arXiv Preprint
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14 Mar 2026
|
arxiv:2603.11935
MobileKernelBench: Can LLMs Write Efficient Kernels for Mobile Devices?
Xingze Zou; Jing Wang; Yuhua Zheng; Xueyi Chen; Haolei Bai; Lingcheng Kong; Syed A. R. Abu-Bakar; Zhaode Wang; Chengfei Lv; Haoji Hu; Huan Wang
2026
·
arXiv Preprint
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27 Mar 2026
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arxiv:2603.24101
KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits
Peng Xu; Yapeng Li; Tinghuan Chen; Tsung-Yi Ho; Bei Yu
2026
·
arXiv Preprint
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15 Mar 2026
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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 more
2026
·
BMJ open
Tier 2
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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 Lee
2026
·
arXiv Preprint
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14 Mar 2026
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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 Ge
2026
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arXiv Preprint
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1 Apr 2026
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arxiv:2603.28028
Efficient Domain Adaptation for Text Line Recognition via Decoupled Language Models
Arundhathi Dev; Justin Zhan
2026
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arXiv Preprint
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24 Feb 2026
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arxiv:2602.19041
Back to Blackwell: Closing the Loop on Intransitivity in Multi-Objective Preference Fine-Tuning
Jiahao Zhang; Lujing Zhang; Keltin Grimes; Zhuohao Yu; Gokul Swamy; Zhiwei Steven Wu
2026
·
arXiv Preprint
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18 Feb 2026
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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 Chatterjee
2026
·
arXiv Preprint
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8 Jan 2026
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10.1177/17456916251398539
How Important Is Language for Human-Like Intelligence?
Lupyan; Gary; Gentry; Hunter; Zettersten + 1 more
2026
·
Perspectives on psychological science : a journal of the Association for Psychological Science
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13 Feb 2026
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arxiv:2602.10273
Power-SMC: Low-Latency Sequence-Level Power Sampling for Training-Free LLM Reasoning
Seyedarmin Azizi; Erfan Baghaei Potraghloo; Minoo Ahmadi; Souvik Kundu; Massoud Pedram
2026
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arXiv Preprint
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6 Mar 2026
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arxiv:2603.03662
Graph Negative Feedback Bias Correction Framework for Adaptive Heterophily Modeling
Jiaqi Lv; Qingfeng Du; Yu Zhang; Yongqi Han; Sheng Li
2026
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arXiv Preprint
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13 Feb 2026
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arxiv:2601.22828
Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA
Zhan Fa; Yue Duan; Jian Zhang; Lei Qi; Wanqi Yang; Yinghuan Shi
2026
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arXiv Preprint
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13 Feb 2026
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arxiv:2602.11136
FormalJudge: A Neuro-Symbolic Paradigm for Agentic Oversight
Jiayi Zhou; Yang Sheng; Hantao Lou; Yaodong Yang; Jie Fu
2026
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arXiv Preprint
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9 Jan 2026
|
arxiv:2601.05002
On the Hidden Objective Biases of Group-based Reinforcement Learning
Aleksandar Fontana; Marco Simoni; Giulio Rossolini; Andrea Saracino; Paolo Mori
2026
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arXiv Preprint
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