Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification

Authors: Painchaud, Nathan, Stym-Popper, Jérémie, Courand, Pierre-Yves, Thome, Nicolas, Jodoin, Pierre-Marc, Duchateau, Nicolas, Bernard, Olivier

Contributors: Duchateau, Nicolas

Source: IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 72:1388-1400

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, [INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing, Computer Vision and Pattern Recognition (cs.CV), Data models, [INFO.INFO-IM] Computer Science [cs]/Medical Imaging, Adaptation models, Deep learning, 3. Good health, Machine Learning (cs.LG), Machine Learning, [INFO.INFO-CV] Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV], Artificial Intelligence (cs.AI), Artificial Intelligence, Transformers, Medical services, Hypertension, Pathology, Feature extraction, Training, Computer Vision and Pattern Recognition, Data mining

Access URL: http://arxiv.org/abs/2401.07796

SGPocket: A New Graph Convolutional Neural Network for Ligand-Protein Binding Site Prediction

Authors: Crampon, Kevin, Bourrasset, Cedric, Baud, Stephanie, Steffenel, Luiz Angelo

Contributors: Steffenel, Luiz Angelo, Laboratoire d'Informatique en Calcul Intensif et Image pour la Simulation (LICIIS), Université de Reims Champagne-Ardenne (URCA), Matrice Extracellulaire et Dynamique Cellulaire - UMR CNRS 7369 (MEDyC), Université de Reims Champagne-Ardenne (URCA)-SFR CAP Santé (Champagne-Ardenne Picardie Santé), Université de Reims Champagne-Ardenne (URCA)-Université de Reims Champagne-Ardenne (URCA)-Centre National de la Recherche Scientifique (CNRS), Eviden

Source: Current Medicinal Chemistry. 32:5996-6006

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM], 0101 mathematics, 01 natural sciences, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-BI] Computer Science [cs]/Bioinformatics [q-bio.QM], 0104 chemical sciences

Access URL: https://pubmed.ncbi.nlm.nih.gov/38468517

Learning Efficiency Meets Symmetry Breaking

Authors: Bai, Yingbin, Thiébaux, Sylvie, Trevizan, Felipe

Contributors: Thiébaux, Sylvie

Source: Proceedings of the International Conference on Automated Planning and Scheduling. 35:154-159

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Machine Learning (cs.LG)

File Description: application/pdf

Access URL: http://arxiv.org/abs/2504.19738
https://hal.science/hal-05226738v1

A Legislation-Aware Robotic Framework for Autonomous Fertilization Near Protected Water Bodies

Authors: Müller, Nikolas, Kadi, Ahmad, Mugnier, Marie-Laure, Pérution-Kihli, Guillaume, Ulliana, Federico, Atzmueller, Martin

Contributors: Ulliana, Federico

Source: 2025 European Conference on Mobile Robots (ECMR). :1-8

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], [SDV.SA.AGRO] Life Sciences [q-bio]/Agricultural sciences/Agronomy

File Description: application/pdf

Access URL: https://hal-lirmm.ccsd.cnrs.fr/lirmm-05165190v1

A Continual Offline Reinforcement Learning Benchmark for Navigation Tasks

Authors: Kobanda, Anthony, Maillard, Odalric-Ambrym, Portelas, Rémy

Contributors: Kobanda, Anthony

Source: 2025 IEEE Conference on Games (CoG). :1-8

Subject Terms: Continual Learning, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Computer Science - Machine Learning, Deep Learning, Bots, Benchmarks, Offline Reinforcement Learning, Human Generated Data, Deep Learning Offline Reinforcement Learning Continual Learning Bots Benchmarks Human Generated Data, Machine Learning (cs.LG)

File Description: application/pdf

Access URL: http://arxiv.org/abs/2506.02883
https://hal.science/hal-05126447v1

Fast-VGAN: Lightweight Voice Conversion with Explicit Control of F0 and Duration Parameters

Authors: Abrassart, Mathilde, Obin, Nicolas, Roebel, Axel

Contributors: Abrassart, Mathilde

Source: 13th edition of the Speech Synthesis Workshop. :181-188

Subject Terms: Controllability, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Sound (cs.SD), [INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing, [INFO] Computer Science [cs], Durations Control, [INFO.INFO-SD] Computer Science [cs]/Sound [cs.SD], Pitch, Sound, Artificial Intelligence (cs.AI), Artificial Intelligence, Audio and Speech Processing (eess.AS), FOS: Electrical engineering, electronic engineering, information engineering, Phonemes Control, Speech Synthesis, Audio and Speech Processing, Voice conversion

File Description: application/pdf

Access URL: http://arxiv.org/abs/2507.04817
https://hal.science/hal-05148026v1

Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data Streams

Authors: Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri

Contributors: Bahri, Maroua

Source: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. :2871-2882

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Bayesian Optimization, Real-time Learning, Online Hyperparameter Optimization, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], Adaptive Learning, Data Stream Mining

File Description: application/pdf

Access URL: https://hal.science/hal-05210830v1
https://hal.science/hal-05210830v1/document
https://doi.org/10.1145/3711896.3736852

Breiman meets Bellman: Non-Greedy Decision Trees with MDPs

Authors: Hector Kohler, Riad Akrour, Philippe Preux

Contributors: Kohler, Hector

Source: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. :1207-1218

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Computer Science - Machine Learning, decision tree, Tabular data, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], [INFO] Computer Science [cs], Markov decision process, Machine Learning (cs.LG)

File Description: application/pdf

Access URL: http://arxiv.org/abs/2309.12701
https://hal.science/hal-05097382v1
https://hal.science/hal-05097382v1/document
https://doi.org/10.1145/3711896.3736868

Autonomic Cyber-Physical System for Teaching and Learning Process Engineering

Authors: Evain, Nicolas, Exposito, Ernesto, Gueye, Mamadou, Arnould, Philippe

Contributors: Evain, Nicolas

Source: 2025 33rd International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE). :1-6

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Cyber-Physical Systems, Artificial Intelligence, Adaptive Systems, [SHS.EDU] Humanities and Social Sciences/Education, Learning Process, [INFO] Computer Science [cs], System Engineering, Personalized Learning, Education

File Description: application/pdf

Access URL: https://hal.science/hal-05212814v1
https://doi.org/10.1109/wetice67341.2025.11092231
https://hal.science/hal-05212814v1/document

ECGrecover: A Deep Learning Approach for Electrocardiogram Signal Completion

Authors: Lence, Alex, Granese, Federica, Fall, Ahmad, Hanczar, Blaise, Salem, Joe-Elie, Zucker, Jean-Daniel, Prifti, Edi

Contributors: Davesne, Frédéric

Source: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. :2359-2370

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Signal Processing (eess.SP), FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, FOS: Electrical engineering, electronic engineering, information engineering, [INFO.INFO-LG] Computer Science [cs]/Machine Learning [cs.LG], Electrical Engineering and Systems Science - Signal Processing, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2406.16901
https://univ-evry.hal.science/hal-05195520v1
https://doi.org/10.1145/3690624.3709405

A Comparative Review of Deep Learning Models for Deepfake Detection

Authors: Cogranne, Rémi

Contributors: Cogranne, Rémi, IEEE

Source: 2025 International Conference on Advanced Machine Learning and Data Science (AMLDS). :228-235

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], [INFO.INFO-MM] Computer Science [cs]/Multimedia [cs.MM], [INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing, Review, Deepfake detection, Deepfake detection Generative AI Survey Review Benchmarking Empirical evaluation Artificial Inteligence Image Forensics Media Security, Benchmarking, [STAT.AP] Statistics [stat]/Applications [stat.AP], Generative AI, Empirical evaluation, Media Security, Artificial Inteligence, Survey, Image Forensics

File Description: application/pdf

Access URL: https://hal.science/hal-05016497v1
https://hal.science/hal-04884563v1

MobileViT-based Detection of Anomaly in Measurements of Nuclear Power Plant Core Temperature

Authors: Cogranne, Rémi

Contributors: Cogranne, Rémi, IEEE

Source: 2025 International Conference on Advanced Machine Learning and Data Science (AMLDS). :502-508

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Artificial intelligence, Image processing, CUSUM, Sequential methods, Empirical evaluation, Anomaly detection, Supervised learning, [INFO.INFO-CR] Computer Science [cs]/Cryptography and Security [cs.CR], [SPI.SIGNAL] Engineering Sciences [physics]/Signal and Image processing

File Description: application/pdf

Access URL: https://hal.science/hal-05016499v1

Generalizing the Structure of a University Timetabling Solver for Flexible Automatic Algorithm Configuration

Authors: Feutrier, Thomas, Veerapen, Nadarajen, Kessaci, Marie-Eléonore

Contributors: Veerapen, Nadarajen

Source: Proceedings of the Genetic and Evolutionary Computation Conference Companion. :555-558

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Local Search, Automatic Algorithm Configuration, [INFO.INFO-DS] Computer Science [cs]/Data Structures and Algorithms [cs.DS], Hydrid Metaheuristic, [INFO.INFO-RO] Computer Science [cs]/Operations Research [math.OC], Timetabling

File Description: application/pdf

Access URL: https://hal.science/hal-05207043v1
https://hal.science/hal-05207043v1/document
https://doi.org/10.1145/3712255.3726683

MAPLE: Multi-Action Programs through Linear Evolution for Continuous Multi-Action Reinforcement Learning

Authors: Vacher, Quentin, Kelly, Stephen, Naqvi, Ali, Beuve, Nicolas, Djavaherpour, Tanya, Dardaillon, Mickaël, Desnos, Karol

Contributors: Vacher, Quentin

Source: Proceedings of the Genetic and Evolutionary Computation Conference. :1062-1071

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Interpretability, Reinforcement Learning, Genetic programming

File Description: application/pdf

Access URL: https://hal.science/hal-05196344v1/document
https://doi.org/10.1145/3712256.3726400
https://hal.science/hal-05196344v1

Extract-QD Framework: A Generic Approach for Quality-Diversity in Noisy, Stochastic or Uncertain Domains

Authors: Flageat, Manon, Huber, Johann, Helenon, François, Doncieux, Stephane, Cully, Antoine

Contributors: Huber, Johann

Source: Proceedings of the Genetic and Evolutionary Computation Conference. :140-148

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE)

Access URL: http://arxiv.org/abs/2502.06585
https://hal.science/hal-05313280v1
https://doi.org/10.1145/3712256.3726404

LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data

Authors: Bezirganyan, Grigor, Sellami, Sana, Berti-Équille, Laure, Fournier, Sébastien

Contributors: Berti-Equille, Laure

Source: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. :3782-3791

Subject Terms: multimodal learning, [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Machine Learning, FOS: Computer and information sciences, benchmark, Artificial Intelligence (cs.AI), Artificial Intelligence, Computer Vision and Pattern Recognition (cs.CV), Uncertainty, Computer Vision and Pattern Recognition, Computation and Language, Computation and Language (cs.CL), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2406.09864
https://hal.science/hal-05282191v1
https://doi.org/10.1145/3726302.3730302

Towards Lossless Token Pruning in Late-Interaction Retrieval Models

Authors: Yuxuan Zong, Benjamin Piwowarski

Contributors: ZONG, Yuxuan

Source: Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval. :2407-2417

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, CCS Concepts, Multi-vector Retrieval, Computer Science - Computation and Language, Efficiency-Effectiveness Trade-off, Computer Science - Artificial Intelligence, Computer Science - Information Retrieval, CCS Concepts Information systems → Document representation Retrieval models and ranking Information retrieval Information Retrieval, Artificial Intelligence (cs.AI), [INFO.INFO-CL] Computer Science [cs]/Computation and Language [cs.CL], Information retrieval Information Retrieval, Dense Retrieval, [INFO.INFO-IR] Computer Science [cs]/Information Retrieval [cs.IR], Information systems → Document representation, Retrieval models and ranking, Computation and Language (cs.CL), Information Retrieval (cs.IR)

File Description: application/pdf

Access URL: http://arxiv.org/abs/2504.12778

Early Stopping Strategy using Neural Tangent Kernel Theory and Rademacher Complexity

Authors: Xavier, Daniel Martin, Chamoin, Ludovic, Fribourg, Laurent

Contributors: MARTIN XAVIER, Daniel

Source: 2025 American Control Conference (ACC). :1301-1306

Subject Terms: [INFO.INFO-SY] Computer Science [cs]/Systems and Control [cs.SY], [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Neural Networks, Neural Tangent Kernel, Rademacher Complexity, Early Stopping, Model Predictive Control

File Description: application/pdf

Access URL: https://hal.science/hal-05210739v1/document
https://doi.org/10.23919/acc63710.2025.11107576
https://hal.science/hal-05210739v1

STDP-Trained Spiking Neural Network Reliability Assessment Through Fault Injections

Authors: Jouni, Zalfa, Stratigopoulos, Haralampos-G.

Contributors: Stratigopoulos, Haralampos

Source: 2025 IEEE 31st International Symposium on On-Line Testing and Robust System Design (IOLTS). :1-8

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Spiking neural networks, STDP Spike-Timing Dependant Plasticity, Neuromorphic computing, Fault injection analysis, Reliability, [INFO.INFO-IA] Computer Science [cs]/Computer Aided Engineering

File Description: application/pdf

Access URL: https://hal.science/hal-05083335v1

Measuring Disagreements between Fuzzy Linguistic Vocabularies in Expert-Driven Data Analysis

Authors: Bensalem, Akram, Djelil, Fahima, Lesot, Marie-Jeanne, Smits, Grégory

Contributors: SMITS, Grégory

Source: 2025 IEEE International Conference on Fuzzy Systems (FUZZ). :1-6

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], Disagreement Measures, mesures de d´ esaccord, Fuzzy Vocabularies, Fuzzy Vocabularies Fuzzy Partitions Comparison Disagreement Measures, Vocabulaire flou, Fuzzy Partitions Comparison, comparaison de partitions floues

File Description: application/pdf

Access URL: https://hal.science/hal-05121474v1
https://hal.science/hal-05206324v1