yusuke1997/dblp-id-title huggingface dataset:
Neural Distillation as a State Representation Bottleneck in Reinforcement Learning
Continually learning representations at scale
RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation
Reactive Exploration to Cope With Non-Stationarity in Lifelong Reinforcement Learning
PlaStIL: Plastic and Stable Exemplar-Free Class-Incremental Learning
t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making
What Should I Know? Using Meta-Gradient Descent for Predictive Feature Discovery in a Single Stream of Experience
Tomorrow Brings Greater Knowledge: Large Language Models Join Dynamic Temporal Knowledge Graphs
An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates
Incremental Unsupervised Domain Adaptation on Evolving Graphs
Towards realistic incremental scenario in class incremental semantic segmentation
Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning
Continual Learning and Private Unlearning
iWISDM: Assessing instruction following in multimodal models at scale
Self-Activating Neural Ensembles for Continual Reinforcement Learning
Continual Learning of Dynamical Systems With Competitive Federated Reservoir Computing
Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning
Maintaining Plasticity in Continual Learning via Regenerative Regularization
EFL: Elastic Federated Learning on Non-IID Data
Sub-goal Distillation: A Method to Improve Small Language Agents
Auxiliary task discovery through generate-and-test
Substituting Data Annotation with Balanced Neighbourhoods and Collective Loss in Multi-label Text Classification
Hadamard Domain Training with Integers for Class Incremental Quantized Learning
Differencing based Self-supervised pretraining for Scene Change Detection
Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning
Lifelong Robotic Reinforcement Learning by Retaining Experiences
Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning
TAG: Task-based Accumulated Gradients for Lifelong learning
Few-Shot Learning by Dimensionality Reduction in Gradient Space
Partial Index Tracking: A Meta-Learning Approach
Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks
Simplified priors for Object-Centric Learning
The Effectiveness of World Models for Continual Reinforcement Learning
Zipfian Environments for Reinforcement Learning
Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
Continual Novelty Detection
Adapting Pre-trained Language Models to Low-Resource Text Simplification: The Path Matters
Re-Weighted Softmax Cross-Entropy to Control Forgetting in Federated Learning
Towards More Diverse Evaluation of Class Incremental Learning: Representation Learning Perspective
CLActive: Episodic Memories for Rapid Active Learning
MO2: Model-Based Offline Options
A Rule-based Shield: Accumulating Safety Rules from Catastrophic Action Effects
Cross-Domain Policy Transfer by Representation Alignment via Multi-Domain Behavioral Cloning
A Minimalist Approach for Domain Adaptation with Optimal Transport
Embodied Active Learning of Relational State Abstractions for Bilevel Planning
Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach
Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents
Adaptive Meta-Learning via data-dependent PAC-Bayes bounds
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning
Augmenting Autotelic Agents with Large Language Models
Optimizing the Learning Rate for the Online Training of Neural Networks
Streaming Inference for Infinite Non-Stationary Clustering
Enhanced Label Propagation through Affinity Matrix Fusion for Source-Free Domain Adaptation
Improving Online Continual Learning Performance and Stability with Temporal Ensembles
From Categories to Classifiers: Name-Only Continual Learning by Exploring the Web
Simulation-Acquired Latent Action Spaces for Dynamics Generalization
Stable Update of Regression Trees
Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation
Vision-Language Models as Success Detectors
Replaying with Realistic Latent Vectors in Generative Continual Learning
Inexperienced RL Agents Can't Get It Right: Lower Bounds on Regret at Finite Sample Complexity
Continual Learning with Foundation Models: An Empirical Study of Latent Replay
VIBR: Learning View-Invariant Value Functions for Robust Visual Control
Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification
Stabilizing Unsupervised Environment Design with a Learned Adversary
Improving Meta-Learning Generalization with Activation-Based Early-Stopping
Time and temporal abstraction in continual learning: tradeoffs, analogies and regret in an active measuring setting
Trustworthiness Evaluation and Trust-Aware Design of CNN Architectures
Task-Agnostic Continual Reinforcement Learning: Gaining Insights and Overcoming Challenges
Hierarchical Representation Learning for Markov Decision Processes
Differentially Private Algorithms for Efficient Online Matroid Optimization
Curbing Task Interference using Representation Similarity-Guided Multi-Task Feature Sharing
PANDAS: Prototype-based Novel Class Discovery and Detection
Introspective Action Advising for Interpretable Transfer Learning
Loss of Plasticity in Continual Deep Reinforcement Learning
Evaluating Continual Learning on a Home Robot
CORA: Benchmarks, Baselines, and Metrics as a Platform for Continual Reinforcement Learning Agents
Partial Hypernetworks for Continual Learning
Increasing Model Generalizability for Unsupervised Visual Domain Adaptation
Human inductive biases for aversive continual learning - a hierarchical Bayesian nonparametric model
SymbolicAI: A framework for logic-based approaches combining generative models and solvers
POWN: Prototypical Open-World Node Classification
On the Limitation and Experience Replay for GNNs in Continual Learning
ARCLE: The Abstraction and Reasoning Corpus Learning Environment for Reinforcement Learning
Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning
Statistical Context Detection for Deep Lifelong Reinforcement Learning
Class-Incremental Learning with Repetition
What Happens During Finetuning of Vision Transformers: An Invariance Based Investigation
Low-rank extended Kalman filtering for online learning of neural networks from streaming data
Value-aware Importance Weighting for Off-policy Reinforcement Learning
Reflecting on the State of Rehearsal-Free Continual Learning with Pretrained Models
Keep moving: identifying task-relevant subspaces to maximise plasticity for newly learned tasks
I2I: Initializing Adapters with Improvised Knowledge
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization
Technique for IoT Cyberattacks Detection Based on the Energy Consumption Analysis
Analysis of the effectiveness of means to achieve optimal color balancing in obtaining a digital photographic image
Intelligent Information Technologies Implementation to the Process of Professional Self-identification
Stochastic Game Model of Data Clustering
Approaches to Time Delay Estimation for Wideband Signals Embedded in Non-Gaussian Noise Received by Two Sensors
A System for Detecting Anomalies and Identifying Smart Home Devices Using Collective Communication
Model of the hierarchy of quality factor criteria layout processes 88-98
Selection of models for operational management of hierarchically structured systems under threats 232-241
Information System of Air Quality Assessment Based of Ground Stations and Meteorological Data Monitoring
Adaptive management of communication resource allocation in high-load 5G infrastructures: a queuing-based approach 219-231
Method for Automatic Processing of Audit Content Based on Bidirectional Neural Network Mapping
Fuzzy model of knowledge assessment in inclusive education information systems 28-38
Formal Model of Trustworthy Artificial Intelligence Based on Standardization
Computer vision-based information system for landfill fire detection 198-207
Machine Learning Based Techniques for Cyberattacks Detection in the Internet of Things Infrastructure
A model of a DDoS attack scenario on elements of specialized information technology and methods of combating cybercriminals
Evaluation of methods for intellectual analysis of manipulative content in the information space 139-155
Application of Pseudo-Memory Finite Automata for Information Encryption
A graph-based vulnerability detection method
The Method of Joint Execution of the Basic Operations of the Rabin Cryptosystem
Proceedings of the 5th International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, Khmelnytskyi, Ukraine, March 28, 2024
Assessing Security Risks Method in E-Commerce System for IT Portfolio Management
Automatic bilateral filtering of digital X-ray rocking curves using histograms 54-65
Centralized distributed system for cyberattack detection in corporate network based on multifractal analysis
Detection of computer attacks based on sonification of network traffic 252-263
Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security, Khmelnytskyi, Ukraine, March 23-25, 2022
Proceedings of the 2nd International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS, Khmelnytskyi, Ukraine, March 24-26, 2021
Modified convolutional neural network for pattern recognition of malaria cells
Augmented Checkability of LUT-oriented Circuits in FPGA-based Components of Safety-Related Systems
Towards Intelligent Technology for Error Detection and Quality Evaluation of Business Process Models
Image Classification Accuracy Analysis for Three-channel Remote Sensing Data
Models of Distributed Systems Testing Based on Energy Consumption in Behavior
Research of Speech Signals Backgrounds of the Ukrainian Language Using the Wavelet Transform
Algorithm and data encoding/decoding devices based on two-dimensional modular correction codes
Neural Network Forecasting Using Big Data
Blockchain-based Deep Learning Algorithm for Detecting Malware
Recognizing the Situations and Supporting the Decision-Making in the Residential Luminosity Control Subsystem of «Smart House» Cyber-Physical System
A distributed malware detection model based on sandbox technology
The Hardware and Software Part of a Distributed Decentralized Systems Detection Malicious Software
Architecture of the Simulator of the Personal Local Wireless Networks: Examples of implementation
A Self-Organized Automated System to Control Unmanned Aerial Vehicles for Object Detection
Intelligent information technology for organizing swimming competitions
Method of detecting cyberattacks on communication channels based on spectral clustering and machine learning methods
Selection Parameters in the ECG Signals for Analysis of QRS Complexes
Predictive autoscaling in AWS Serverless by means of machine learning and SQS metrics 77-87
Information Model for Determining the Significance of Factors Influencing the Level of Digital Noise in Photographic Images
IMECA Based Assessment of Internet of Drones Systems Cyber Security Considering Radio Frequency Vulnerabilities
Information Technology for Logistics Infrastructure based on Digital Visualization and WEB-cartography under the Conditions of Military Conflicts
Behavioral Model of a Smart Grid Cyberphysical System Functioning under the Influence of MitM Cyberattacks
An Approach to Stego-Container Organization in FPGA Systems for Approximate Data Processing
Convolutional Neural Network for Parking Slots Detection
Determination of the Optical Density of Two-Parameter Tone Transfer for a Short Printing System of the Sixth Dimension
The information technology for the formation of high-quality visual content of newspaper publications
Determining the criticality assessment of defects on wind turbine components detected by UAV sensors 351-362
Providing the Resilience and Survivability of Specialized Information Technology Across Corporate Computer Networks
Finding Anomalies in the Operation of Automated Control Systems Using Machine Learning
Modeling Environment Intelligent Transport System for Eco-Friendly Urban Mobility
High-performance multi-bit adder-accumulators as components of the ALU in supercomputers
Using semantic analysis of document text in building risk models in the threats system
Thickener control on the basis of ultrasonic measurements and fuzzy inference
Decision-making logic in operational emergency situations for hierarchical systems management
Information Technology for Choosing the Trademark Considering the Attitude of Consumer (short paper)
A Forecast Model of Energy Security Level in The System of Managing Energy Efficiency at Enterprises
Using the Actor-Critic Method for Population Diversity in Neuroevolutionary Synthesis
Machine Learning Techniques for Predicting Software Code Properties Using Design Metrics
Application of Multifactor Analysis for the Purpose of Detecting Malicious Software Implants of the Software in Local Computer Networks
Intelligent Method of a Competitive Product Choosing based on the Emotional Feedbacks Coloring
Cyber-Physical System for Donor Organs' Rejection Risks Prevention Based on Donor and Recipient Health Monitoring
Proceedings of the The 6th International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS 2025), Khmelnytskyi, Ukraine, April 4, 2025
Theoretical and Applied Principles of Information Technology for Anti- Money Laundering
Information technology of adolescents' professional self-identification
Proceedings of the 4th International Workshop on Intelligent Information Technologies & Systems of Information Security, Khmelnytskyi, Ukraine, March 22-24, 2023
Method of Ensuring the Failure Resistance of Specialized Information Technologies Under the Influence of Malicious Software
Post-processing of video surveillance systems alarm signals using the YOLOv8 neural network
The Architecture of Optical Logical Coloroid with Fuzzy Computing
Protection of the Information System of the Printing Enterprise from Cyber Threats
Intellectual Information System for Supporting Text Data Rephrasing Processes Based on Deep Learning
Consensus protocol security analysis using an algebraic virtual machine
Intelligent Decision Support Agent Based on Fuzzy Logic in Athletes' Adaptive E-Learning Systems
Research of the Neural Network Module for Detecting Anomalies in Network Traffic
The Concept of Information Technology for Ensuring Accessibility to Art Objects for the Visually Impaired Persons
Technology and Scenarios for Objects 3D Models visualization using Augmented Reality
A trust model that ensures the correctness of computing in grid computing system
Information and Cognitive Components of Knowledge Formation in Procedures for Assessing Dynamic Situations in Cyber-Physical
Identification of Factors Influencing the Design Processes in Startups
Method and Means of Critical Information Processing in Corporate Networks 314-328
Method for Determining the Security Level of Software
Applying Biclustering Technique and Gene Ontology Analysis for Gene Expression Data Processing
Combined Processing of Satellite and UAV Data to Increase the Classification Reliability
Air Pollution Prediction as a Source for Decision Making Framework in Medical Diagnosis
Concept of Information Technology for Diagnosis and Prognosis of Glaucoma Based on Machine Learning Methods
A Wavelet and HSV Pansharpening Technology of High Resolution Satellite Images
Analysis of quality indicators of digital images obtained by different photo-recording systems
Sea ice extent data analysis using statistical and unsupervised learning methods 39-53
Resilient Computer Systems Development for Cyberattacks Resistance
Collective Models of the Aviation Human-Operators in Emergency for IntelligentDecisionSupportSystem
Information model of the UnispherTM platform for creation and using the smart content for education
World Universities Strategic Analysis Based on Data from the QS World University Rankings
Distributed System for Predicting Malicious Activity in Computer Networks
Intelligent Information System for the Determination of Iron in Coagulants Based on a Neural Network
Methods for assessing the risk of an emergency in the security system for the information complex of printing enterprises
Information Technology for Legal Regulation of the Dental Services Contract
On Image Complexity in Viewpoint of Image Processing Performance
Authentication and Request Processing Model in High Load Modes for IoT Components
Detection of Early Pneumonia on Individual CT Scans with Dilated Convolutions
Detection of military targets from images using deep learning models 15-27
Decision support system for assessing the economic development potential of a territorial community
Technique for IoT Cyberattacks Detection Based on DNS Traffic Analysis
Classification Technology Based on Hyperplanes for Visual Analytics with Implementations for Different Subject Areas
Method of Multi-Bit Numbers Multiplication in Residue Number System for Asymmetric Cryptosystems
Computational Model of Soft Safety Domains and Rough Motion Corridors within Configuration Spaces
Proceedings of the 1st International Workshop on Intelligent Information Technologies & Systems of Information Security, Khmelnytskyi, Ukraine, June 10-12, 2020
Detecting Software Malicious Implant Based on Anomalies Research on Local Area Networks
A Data Collection System from the RPL Routing Protocol for Detecting Distributed Denial of Service Attacks in IoT Networks
Development and Research of VAD-Based Speech Signal Segmentation Algorithms
Method for detecting malicious commands transmitted via images using steganography 340-350
Iterative Fuzzy-Prototype Conceptualization of Multifactorial Constrained Prior Data Spaces for Intelligent Decision Systems 66-76
Analysis of X-ray moiré images using artificial neural networks
The Model for Calculating the Quantitative Criteria for Assessing the Security Level of Information and Telecommunication Systems
Covid'19 Vaccination Decision-Making Method and Subsystem Based on Civil Law
Computer Ontology of Mathematical Models of Cyclic Space-Time Structure Signals
Modification of the Software System for the Automated Determination of Morphological and Rhythmic Diagnostic Signs by Electrocardio Signals
GPU Implementation of Quantum Secure ABC Cryptosystem on Cuda
Deep Learning-Based Determination of Optimal Triangles Number of Graphic Object's Polygonal Model
Checkability Important for Fail-Safety of FPGA-based Components in Critical Systems
Creation of Supply Chain Management Methods Based on Multi-Agent Systems and Metaheuristics
Method for identifying cyberattacks based on the use of social engineering over the phone
Protection of data transmission in remote monitoring tools by anonymization
Proof-of-Activity Consensus Protocol Based on a Network's Active Nodes Indication
Method of preprocessing information for preparing a description of art objects using artificial intelligence
Signature-based approach to detecting malicious outgoing traffic
Medical Information System Development: Practical Aspects
Mobile Information System for Determining the Level of Creatine in Food Products
Intelligent Neural Networks Models for the Technological Separation Processes
Data Structures and Lookup Algorithms Investigation for the IEEE 802.15.4 Security Procedures Implementation
Towards an Efficient Knowledge-based Recommendation System
Intelligent Control in Unmanned Autonomous Aerial Mobility Systems
Effective Object Localization in Images by Calculating Ratio and Distance Between Pixels
Method for Creating a Computer Agent Based on the Jordan-Elman Neural Network for Supply Chains
On determining the state of processors of a multiprocessor system during its testing (keynote)
Information-diagnostic online SMART platform utilizing an open-source virtual learning environment 99-111
Information technologies of active control of complex hierarchical systems under threats and information attacks
Intelligent Information Technology for Supporting the Medical Decision-Making Considering the Legal Basis
Methods of improving security and resilience of VR systems' architecture
HealthSupervisor: Mobile Application for Round-the-Clock Remote Monitoring of the Human Functional State (keynote)
Simulation of a Hybrid Operation of the System with a Simplified Version of the Fuzzy PD-Controller
Improving the Accuracy of Software Reliability Modeling by Predicting the Number of Secondary Software Defects
Service-Oriented Model for Handling mMTC Subscribers' Traffic in a 5G Cluster
Area of Interest Based Assessment of Software Interface Usability for Human-Computer Interaction Using Eye-Tracking
Optimal Selection of Membership Functions Types for Fuzzy Control and Decision Making Systems
Formation and Analysis of Gene Expression Data Based on the Joint Use of Data Mining and Machine Learning Techniques
Collaborative Decision-Making Models in Flight Emergency "Landing Gear Failure on Takeoff"
Liminal efficiency for AI general models: investigating compression techniques for maximized performance in the glaucoma's diagnosis and prognosis 156-166
Fractional Gaussian Noise Traffic Prediction Based on the Walsh Functions
Intelligent Information Technology for Providing Human Resources to Projects in a Multi-Project Environment (keynote)
Optoelectronic cyber-physical system of monitoring of nature protection areas
Spyware Detection Technique Based on Reinforcement Learning
A Web-Based Application for Modeling and Deploying Fuzzy Logic-Based Decision Support Systems for Autonomous Cyberphysical Systems (keynote)
Intellectual tools to prevent road accidents by monitoring the driver's physiological state
A Novel Feature Vector for ECG Classification using Deep Learning
Radar Target Recognition Based on Machine Learning
Research of Pareto-Optimal Schemes of Control of Availability of the Information System for Critical Use
Data Encryption Method Based on the Redundant Residue Number System
Modeling the Distribution of Infectious Diseases Using Parallel Calculations
Predicting COVID-19 incidences based on machine learning
Real-time ML algorithms for the detection of dangerous objects in critical infrastructures
Data Processing of Ethylbenzene Oxidation Process using the Artificial Neural Networks
Intelligent Modeling of Unified Communications Systems Using Artificial Neural Networks (short paper)
Research of the influence of phonation variability on the result of the process of recognition of language units
Cybersecurity of robotic sorting systems of warehouse assets of a printing company 299-313
Designing an intelligent system for digital image classification 208-218
Prototyping Fully Decentralized Supply Chain Management Information System Using Blockchain
Mathematical Fundamentals of Structural and Entropic Analysis of Digital Data Flows
A method of language units classification oriented to automated transcribing
Computer System for Evaluation the Reliability of Technological Systems
Method of Assessing the Influence of Personnel Competence on Institutional Information Security
Method of Facial Geometric Feature Representation for Information Security Systems
Self-organized distributed anomaly detection system in computer systems based on the principal components method
Modeling and adapting network databases for complex data structures 242-251
Precision Automated Phonetic Analysis of Speech Signals for Information Technology of Text-dependent Authentication of a Person by Voice
Informationally-technological provision of environmental nature reserves monitoring
Model for Verification of Intelligence of Multiagent Systems
Improved Method for Penetration Testing of Web Applications
Method of Forecasting the Characteristics and Evaluating the Implementation Success of IT Projects Based on Requirements Analysis
Information and Logic Cognitive Technologies of Decision-making in Risk Conditions