Skip to content

International Conference on Machine Learning and Applications

ICMLA

C

CORE rank

CORE rank (raw)

C

Fields of research

Machine Learning

Papers indexed

4,222

2002–2025

Papers per year

2002331 peak2025

ICMLA papers

4,222 records sourced from DBLP. Search titles, filter by year, sort by recency.

YearTitleAuthors
2025LLMs as Agentic Cooperative Players in Multiplayer UNO.Yago Romano Martinez, Jesse Roberts
2025PEPS: Quantum-Inspired Reinforcement Learning for Coherent Reasoning Traces in LLMs.Venkat Margapuri, Garik Kazanjian, Naren Kosaraju
2025Toward Data-Driven Surrogates of the Solar Wind with Spherical Fourier Neural Operator.Reza Mansouri, Dustin J. Kempton, Pete Riley, Rafal A. Angryk
2025SAM2LoRA: Composite Loss-Guided, Parameter-Efficient Finetuning of SAM2 for Retinal Fundus Segmentation.Sayan Mandal, Divyadarshini Karthikeyan, Manas Paldhe
2025LoRaDoctor: LLM-Driven Diagnosis and Adaptive Policy Optimization for Reducing Packet Error Rate in LoRaWAN Networks.Dongyi Ma, Aitian Ma, Sirui Luo, Martin de Jode, Andrew Hudson-Smith, Mo Sha
2025Adversarially-Refined VQ-GAN with Dense Motion Tokenization for Spatio-Temporal Heatmaps.Gabriel Maldonado, Narges Rashvand, Armin Danesh Pazho, Ghazal Alinezhad Noghre, Vinit Katariya, Hamed Tabkhi
2025Pi-talk: Edge-Only, Adapter-Tuned Multimodal Small Language Model for Safe, Real-Time In-Vehicle Dialogue.Alex Pissinou Makki, Vahid Tarokh, Louis Lago Enamorado, Carlos Carroz, Miguel Garcia, Niki Pissinou
2025Supervised Contrastive Disentanglement for Classification.Joshua Luo, Luke Zhong, Feiyang Cai, Long Cheng
2025Enhancing Authorship Attribution with Synthetic Paintings.Clarissa Loures, Caio Hosken, Luan Oliveira, Gianlucca L. Zuin, Adriano Veloso
2025LUMIN: Language-based Understanding and Multimodal Interface for NASA PDS.Joshua Lockart, Venkata Shaurya Mantrala, Vaibhav Reddy Dandala, Sokhna Amar, Emily R. Dunkel, Sambit Bhattacharya
2025Improving Geolocalization with Social Media Captions: A Retrieval-Based Approach.Anton Ljungar, Sofia Reineck, Edward Tjrnhammar, Sebastian berg
2025Diffusion Policies with Offline and Inverse Reinforcement Learning for Promoting Physical Activity in Older Adults Using Wearable Sensors.Chang Liu, Ladda Thiamwong, Yanjie Fu, Rui Xie
2025Anti-Submarine Warfare Planning Using Public Belief States and Self-Play.Christoffer Limr, Joel Brynielsson, Mika Cohen, Felix Rydell
2025Reinforcement Learning and 3D Chirogram Representation for Blind Source Separation.Bingcheng Li
2025QMIX-Based Multi-Agent Reinforcement Learning for Coordinated Tourist Recommendation with Crowd Management.Kuiche Sop Brinda Leaticia, Yuyan Luo, Kombou Victor, Anto Leoba Jonathan
2025Hierarchical Scoring for Machine Learning Classifier Error Impact Evaluation.Erin Lanus, Daniel Wolodkin, Laura J. Freeman
2025Dynamic Time Warping-Based Evidential Clustering of Time Series with c-Medoids.Eya Laffet, Ahmed Samet, Mohamed Anis Bach Tobji, Baptiste Lafabregue, Franois de Bertrand de Beuvron
2025Attention-Based Offline Reinforcement Learning and Clustering for Interpretable Sepsis Treatment.Punit Kumar, Vaibhav Saran, Divyesh Patel, Nitin Kulkarni, Alina Vereshchaka
2025Rig-Aware 3D Reconstruction of Vehicle Undercarriages using Gaussian Splatting.Nitin Kulkarni, Akhil Devarashetti, Charlie Cluss, Livio Forte, Dan Buckmaster, Philip Schneider, Chunming Qiao, Alina Vereshchaka
2025SR4-Fit: An Interpretable and Informative Classification Algorithm Applied to Prediction of U.S. House of Representatives Elections.Shyam Sundar Murali Krishnan, Dean Frederick Hougen
2025Background-Aware Instance Segmentation for Early Detection of E. coli and Salmonella in Time-Stamped Microscopy Images.Bibek Koirala, Anas M. R. Alsobeh, Namariq Dhahir, Amer AbuGhazaleh
2025Rep Smarter, Not Harder: AI Hypertrophy Coaching with Wearable Sensors and Edge Neural Networks.Grant King, Musa Azeem, Savannah Noblitt, Ramtin Zand, Homayoun Valafar
2025VaCDA: Variational Contrastive Alignment-based Scalable Human Activity Recognition.Soham Khisa, Avijoy Chakma
2025A Multimodal Machine Learning Approach for Solar Flare Prediction Using Polarity Inversion Lines Data with Low-Rank Fusion.Ziba Khani, Reza Mansouri, Rafal A. Angryk, Berkay Aydin
2025LVADNet3D: A Deep Autoencoder for Reconstructing 3D Intraventricular Flow from Sparse Hemodynamic Data.Mohammad Abdul Hafeez Khan, Marcello Mattei Di Eugenio, Benjamin Diaz, Ruth E. White, Siddhartha Bhattacharyya, Venkat Keshav Chivukula
101125 of 4,222← PreviousNext →

Comparable venues

Other A*/A conferences filed under the same field of research.