Skip to main content

Account

Browse

Search Clip Database Advanced Search Contributions

Law Economics Finance Political Science Business Architecture Engineering Science Education History Psychology Sociology View all categories →

Institution pages Modules Topics

Research

Faculti Research Ask Citation Map Research Pulse

Teaching

Tracks Teaching Notes Explore Case Law IB

Tools

Download the App MCP API

For teams

For Universities & Organisations Your Doi

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.

API App MCP Support Accessibility Privacy Terms

Theme:

Copyright © 2026 Faculti. All rights reserved.

Artificial Intelligence & Machine Learning — Research Papers | Faculti

All papers by subject

Artificial Intelligence & Machine Learning

Core AI/ML methods, models, and techniques

Overview

530,750Articles

Related Topics

Public Health & Epidemiology Chronic & Non-Communicable Diseases Mental & Behavioral Health Epidemiology & Public Health Maternal & Child Health Clinical Research & Trials Machine Learning Methods Healthcare Systems & Services

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

13 Mar 2026|arxiv:2603.10069

Improving Search Agent with One Line of Code

Jian Li; Dongsheng Chen; Zhenhua Xu; Yizhang Jin; Jiafu Wu; Chengjie Wang; Xiaotong Yuan; Yabiao Wang2026·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

19 Mar 2026|arxiv:2603.16393

Robust Physics-Guided Diffusion for Full-Waveform Inversion

Jishen Peng; Enze Jiang; Zheng Ma; Xiongbin Yan2026·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

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

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

28 Jan 2026|arxiv:2601.17772

Unveiling hidden features of social evolution by inferring Langevin dynamics from data

Youngkyoung Bae; Hajime Shimao; Seungwoong Ha; Luna Yang; David Wolpert2026·arXiv Preprint

23 Jan 2026|arxiv:2601.14925

Fast-ULCNet: A fast and ultra low complexity network for single-channel speech enhancement

Nicolás Arrieta Larraza; Niels de Koeijer2026·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

7 Jan 2026|arxiv:2601.01410

Reliable Grid Forecasting: State Space Models for Safety-Critical Energy Systems

Sunki Hong; Jisoo Lee2026·arXiv Preprint

27 Jan 2026|arxiv:2601.16631

PanopMamba: Vision State Space Modeling for Nuclei Panoptic Segmentation

Ming Kang; Fung Fung Ting; Raphaël C. -W. Phan; Zongyuan Ge; Chee-Ming Ting2026·arXiv Preprint

15 Feb 2026|arxiv:2602.01425

Building Better Deception Probes Using Targeted Instruction Pairs

Vikram Natarajan; Devina Jain; Shivam Arora; Satvik Golechha; Joseph Bloom2026·arXiv Preprint

16 Jan 2026|arxiv:2601.09071

Resolving Predictive Multiplicity for the Rashomon Set

Parian Haghighat; Hadis Anahideh; Cynthia Rudin2026·arXiv Preprint

18 Feb 2026|arxiv:2602.14367

InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem

Shuofei Qiao; Yunxiang Wei; Xuehai Wang; Bin Wu; Boyang Xue; Ningyu Zhang; Hossein A. Rahmani; Yanshan Wang; Qiang Zhang; Keyan Ding; Jeff Z. Pan; Huajun Chen; Emine Yilmaz2026·arXiv Preprint

20 Mar 2026|arxiv:2603.17715

Eye image segmentation using visual and concept prompts with Segment Anything Model 3 (SAM3)

Diederick C. Niehorster; Marcus Nyström2026·arXiv Preprint

16 Feb 2026|arxiv:2602.02259

Segment to Focus: Guiding Latent Action Models in the Presence of Distractors

Hamza Adnan; Matthew T. Jackson; Alexey Zakharov2026·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

11 Mar 2026|arxiv:2603.00152

Dr. Seg: Revisiting GRPO Training for Visual Large Language Models through Perception-Oriented Design

Haoxiang Sun; Tao Wang; Chenwei Tang; Li Yuan; Jiancheng Lv2026·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

PreviousPage 15 of 26538Next