yusuke1997/dblp-id-title huggingface dataset:
Peripheral Nerve Segmentation Using Speckle Removal and Bayesian Shape Models
Spectral Modes of Facial Needle-Maps
Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI
A General Framework to Deal with the Scaling Problem in Phrase-Based Statistical Machine Translation
A New Algorithm for Pattern Optimization in Protein-Protein Interaction Extraction System
Parameter System for Human Physiological Data Representation and Analysis
On the Topological Disparity Characterization of Square-Pixel Binary Image Data by a Labeled Bipartite Graph
Automatic Tampering Detection in Spliced Images with Different Compression Levels
Few-Shot Learning for Prediction of Electricity Consumption Patterns
Genetic Seam Carving: A Genetic Algorithm Approach for Content-Aware Image Retargeting
Interactive Layout Detection
A Semi-automatic Approach to Photo Identification of Wild Elephants
A Supervised Approach for Multiple Sclerosis Lesion Segmentation Using Context Features and an Outlier Map
Segmentation in Corridor Environments: Combining Floor and Ceiling Detection
Videogrammetry System for Wind Turbine Vibration Monitoring
Automatic Selection of Multiple Texture Feature Extraction Methods for Texture Pattern Classification
Deep Detection Models for Measuring Epidermal Bladder Cells
Similarity Metrics for Intensity-Based Registration Using Breast Density Maps
A Fuzzy C-Means Algorithm for Fingerprint Segmentation
Diatom Classification Including Morphological Adaptations Using CNNs
Robust Multiple-People Tracking Using Colour-Based Particle Filters
Word-Graph Based Applications for Handwriting Documents: Impact of Word-Graph Size on Their Performances
Informed Decision Making Strategy for Resampling in Pain Assessment
An Approach to Improve Online Hand-Eye Calibration
Predicting the Subjective Responses' Emotion in Dialogues with Multi-Task Learning
Bayesian SPECT Image Reconstruction with Scale Hyperparameter Estimation for Scalable Prior
Enhancing Multi-object Tracking with Segmentation Masks: A Solution for Lost Object Recovery
Tracking the Left Ventricle in Ultrasound Images Based on Total Variation Denoising
The MORFO3D Foot Database
A New Reference Point Detection Algorithm Based on Orientation Pattern Labeling in Fingerprint Images
Unsupervised Joint Feature Discretization and Selection
Melodic Track Identification in MIDI Files Considering the Imbalanced Context
A User Authentication Technic Using a~Web Interaction Monitoring System
Feature Selection for Gender Classification
Improved Compression-Based Pattern Recognition Exploiting New Useful Features
Segmentation of the Rectus Abdominis Muscle Anterior Fascia for the Analysis of Deep Inferior Epigastric Perforators
Haar Wavelets and Edge Orientation Histograms for On-Board Pedestrian Detection
Modelling Spatial Correlation and Image Statistics for Improved Tracking of Human Gestures
Lightweight Vision Transformers for Face Verification in the Wild
Segment Extraction Using Burns Principles in a Pseudo-color Fuzzy Hough Transform
MicrogliaJ: An Automatic Tool for Microglial Cell Detection and Segmentation
Epiflow Based Stereo Fusion
A Procedure for Biological Sensitive Pattern Matching in Protein Sequences
Relation Networks for Few-Shot Video Object Detection
Classifying Melodies Using Tree Grammars
Spontaneous Handwriting Text Recognition and Classification Using Finite-State Models
Class Reconstruction Driven Adversarial Domain Adaptation for Hyperspectral Image Classification
Discriminative Learning of Two-Dimensional Probabilistic Context-Free Grammars for Mathematical Expression Recognition and Retrieval
Extracting Categories by Hierarchical Clustering Using Global Relational Features
A Comparative Study of Local Descriptors for Object Category Recognition: SIFT vs HMAX
Boosting Statistical Local Feature Based Classifiers for Face Recognition
Robust Principal Component Analysis for Improving Cognitive Brain States Discrimination from fMRI
Recognizing Individual Typing Patterns
Multimodal Object Recognition Using Random Clustering Trees
Foreground Segmentation by Combining Color and Depth Images
Algebraic-Distance Minimization of Lines and Ellipses for Traffic Sign Shape Localization
Characterizing Actions with Local Descriptors Based on Kinematics and Flow Recurrences
Towards a Joint Approach to Produce Decisions and Explanations Using CNNs
Testing Some Improvements of the Fukunaga and Narendra's Fast Nearest Neighbour Search Algorithm in a Spelling Task
Development of a Fire Detection Based on the Analysis of Video Data by Means of Convolutional Neural Networks
Assessing Dimensionality Reduction on Driving Range Estimation
Surface Layout Estimation Using Multiple Segmentation Methods and 3D Reasoning
Automatic Classification of Breast Tissue
Probabilistic Object Tracking Based on Machine Learning and Importance Sampling
Classification of Voltage Sags Based on MPCA Models
The Fast and the Flexible: Extended Pseudo Two-Dimensional Warping for Face Recognition
A Machine Learning Method for Authentication of Human Ancient Mitochondrial DNA
Assessment of Image Quality Using a Pseudophakic Eye Model for Refractive Evaluation
Sinusoidal Modelling with Complex Exponentials for Speech and Audio Signals
Median Graph Computation by Means of a Genetic Approach Based on Minimum Common Supergraph and Maximum Common Subgraph
Medial Grey-Level Based Representation for Proteins in Volume Images
A Simple But Effective Approach to Speaker Tracking in Broadcast News
Contribution of Low, Mid and High-Level Image Features of Indoor Scenes in Predicting Human Similarity Judgements
Boundary Shape Recognition Using Accumulated Length and Angle Information
A First Approach to Image Transformation Sequence Retrieval
An Algorithm for the Detection of Multiple Concentric Circles
Unsupervised Approximation of Digital Planar Curves
Segmentation of Curvilinear Objects Using a Watershed-Based Curve Adjacency Graph
A New Method for Detection and Initial Pose Estimation Based on Mumford-Shah Segmentation Functional
Using Mathematical Morphology for Similarity Search of 3D Objects
Estimating Point of Regard with a Consumer Camera at a Distance
Semantic Similarity Between Sentences Through Approximate Tree Matching
Speaker Dependent ASRs for Huastec and Western-Huastec Náhuatl Languages
The Condition of Kernelizing an Algorithm and an Equivalence Between Kernel Methods
Breaking Text-Based CAPTCHA with Sparse Convolutional Neural Networks
Texture Measuring by Means of Perceptually-Based Fineness Functions
Automatic HyperParameter Estimation in fMRI
Adaptive Signal Models for Wide-Band Speech and Audio Compression
An Incremental Bit Allocation Strategy for Supervised Feature Discretization
Compact and Robust Fingerprints Using DCT Coefficients of Key Blocks
Automatic Detection of Facial Feature Points via HOGs and Geometric Prior Models
Estimating Fuel Consumption from GPS Data
Semivariogram and SGLDM Methods Comparison for the Diagnosis of Solitary Lung Nodule
Measuring Scene Detection Performance
A New Normalized Supervised Edge Detection Evaluation
Inpainting Ideas for Image Compression
Sign Language Gesture Recognition Using HMM
Zerotree Wavelet Based Image Quilting for Fast Texture Synthesis
Semantic Feature Extraction Based on Video Abstraction and Temporal Modeling
Keystroke Mobile Authentication: Performance of Long-Term Approaches and Fusion with Behavioral Profiling
DWOF: A Robust Density-Based Outlier Detection Approach
Z-Images
Identifying Thermokarst Lakes Using Discrete Wavelet Transform-Based Deep Learning Framework
Illumination Intensity, Object Geometry and Highlights Invariance in Multispectral Imaging
Pattern Recognition and Image Analysis - 7th Iberian Conference, IbPRIA 2015, Santiago de Compostela, Spain, June 17-19, 2015, Proceedings
Set-Permutation-Occurrence Matrix Based Texture Segmentation
Robust Complex Salient Regions
A Fast and Exact Algorithm for Total Variation Minimization
Time Series Imputation in Faulty Systems
Dimensionless Monocular SLAM
Description and Recognition of Activity Patterns Using Sparse Vector Fields
Uplift Modeling for Treatment Effect Estimation in the Prostate Cancer Treatment Landscape
Estimating Vehicle Velocity Using Image Profiles on Rectified Images
Pattern Recognition and Image Analysis, First Iberian Conference, IbPRIA 2003, Puerto de Andratx, Mallorca, Spain, June 4-6, 2003, Proceedings
MaxDropoutV2: An Improved Method to Drop Out Neurons in Convolutional Neural Networks
Multimodal Feature Evaluation and Fusion for Emotional Well-Being Monitorization
Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning
Detection of Stone Circles in Periglacial Regions of Antarctica in UAV Datasets
A Shortest Path Approach for Vibrating Line Detection and Tracking
Supervised Segmentation Based on Texture Signatures Extracted in the Frequency Domain
Fast Surface Grading Using Color Statistics in the CIE Lab Space
Multimodal Learning for Sign Language Recognition
Hierarchical Line Extremity Segmentation U-Net for the SoccerNet 2022 Calibration Challenge - Pitch Localization
Spatiotemporal Stacked Sequential Learning for Pedestrian Detection
Appearance and Shape Prior Alignments in Level Set Segmentation
Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis
Computer Vision Approaches to Pedestrian Detection: Visible Spectrum Survey
Information Extraction in Handwritten Marriage Licenses Books Using the MGGI Methodology
On-Line Handwriting Recognition System for Tamil Handwritten Characters
Fast Stochastic Context-Free Parsing: A Stochastic Version of the Valiant Algorithm
An Approach to Estimate Perplexity Values for Language Models Based on Phrase Classes
A Novel Adaptive Gaussian Mixture Model for Background Subtraction
A 3D Dynamic Model of Human Actions for Probabilistic Image Tracking
Active Learning for Dialogue Act Labelling
Source-Target-Source Classification Using Stacked Denoising Autoencoders
Hybrid Grammar Language Model for Handwritten Historical Documents Recognition
Manifold Learning for Density Segmentation in High Risk Mammograms
A Sliding Window Framework for Word Spotting Based on Word Attributes
Large Scale Online Learning of Image Similarity through Ranking
Object Discovery Using CNN Features in Egocentric Videos
On the Impact of Distance Metrics in Instance-Based Learning Algorithms
Automatic Inspection of Wooden Pallets Using Contextual Segmentation Methods
Pose-Invariant Face Recognition with a Two-Level Dynamic Programming Algorithm
Three-Dimensional Ultrasonic Assessment of Atherosclerotic Plaques
Different Approaches to Bilingual Text Classification Based on Grammatical Inference Techniques
Video-Sensor for Detection and Tracking of Moving Objects
Don't You Forget About Me: A Study on Long-Term Performance in ECG Biometrics
Multi-Hop Pooling: Leveraging Transition Matrices for Hierarchical Graph Representation Learning
Hierarchical Eyelid and Face Tracking
Spacial Aliasing Artefact Detection on T1-Weighted MRI Images
Comparison of Unsupervised Band Selection Methods for Hyperspectral Imaging
Extending Fast Nearest Neighbour Search Algorithms for Approximate k-NN Classification
Noise Decomposition Using Polynomial Approximation
Face Identification Using Local Ternary Tree Pattern Based Spatial Structural Components
Enhancement and Cleaning of Handwritten Data by Using Neural Networks
Robust Lane Lines Detection and Quantitative Assessment
The ETS2 Dataset, Synthetic Data from Video Games for Monocular Depth Estimation
Using LoRA and Reinforcement Learning in Interactive Machine Translation
Analysis of Expressiveness of Portuguese Sign Language Speakers
Feasibility Study of Lesion Detection Using Deformable Part Models in Breast Ultrasound Images
BMOG: Boosted Gaussian Mixture Model with Controlled Complexity
Brain Neural Data Analysis with Feature Space Defined by Descriptive Statistics
Page Segmentation of Structured Documents Using 2D Stochastic Context-Free Grammars
Rejection Strategies Involving Classifier Combination for Handwriting Recognition
Explicit Modelling of Invariances in Bernoulli Mixtures for Binary Images
Escritoire: A Multi-touch Desk with e-Pen Input for Capture, Management and Multimodal Interactive Transcription of Handwritten Documents
Synthetic Spermatozoa Video Sequences Generation Using Adversarial Imitation Learning
On Importance of Interactions and Context in Human Action Recognition
Improving Piecewise-Linear Registration Through Mesh Optimization
Video Segmentation for Traffic Monitoring Tasks Based on Pixel-Level Snakes
Smoothed Disparity Maps for Continuous American Sign Language Recognition
Information Theoretic Text Classification Using the Ziv-Merhav Method
Autonomous Configuration of Parameters in Robotic Digital Cameras
Automatic Documents Counterfeit Classification Using Image Processing and Analysis
Some Results about the Use of Tree/String Edit Distances in a~Nearest Neighbour Classification Task
S 2 -LOR: Supervised Stream Learning for Object Recognition
A New Fuzzy Multi-channel Filter for the Reduction of Impulse Noise
Automatic and Semi-automatic Analysis of the Extension of Myocardial Infarction in an Experimental Murine Model
Region-Based Pose Tracking
A Visual Saliency Map Based on Random Sub-window Means
Combining Online Clustering and Rank Pooling Dynamics for Action Proposals
An Efficient Binary Descriptor to Describe Retinal Bifurcation Point for Image Registration
Binary and Multi-class Parkinsonian Disorders Classification Using Support Vector Machines
A Bag-of-Paths Based Serialized Subgraph Matching for Symbol Spotting in Line Drawings
User Modeling on Mobile Device Based on Facial Clustering and Object Detection in Photos and Videos
Exploiting Generative Models for Downstream Classification Tasks on Latent Spaces Using 3D Brain MRI Scans: A Down Syndrome Case Study
Synthesis of Median Spectral Graph
Chromosome Classification Using Continuous Hidden Markov Models
Impact of Label-Level Noise on Multi-label Learning: A Case Study on the k-Nearest Neighbor Classifier
Diagnostic of Pathology on the Vertebral Column with Embedded Reject Option
Parallel Perceptrons, Activation Margins and Imbalanced Training Set Pruning
Poker Vision: Playing Cards and Chips Identification Based on Image Processing
Mitigating Distribution Bias in Multimodal Datasets via Clustering-Based Curation
A Hierarchical Approach for Multi-task Logistic Regression
Object Localization with Multiplanar Fiducial Markers: Accurate Pose Estimation
Registration of Moving Surfaces by Means of One-Shot Laser Projection
Increased Robustness in Chest X-Ray Classification Through Clinical Report-Driven Regularization
Stochastic Local Search for Omnidirectional Catadioptric Stereovision Design
Iterative Versus Voting Method to Reach Consensus Given Multiple Correspondences of Two Sets
Using Gait to Monitor Health: An Experimental Baseline
Semiring Lattice Parsing Applied to CYK
Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation
Local Motion Estimation from Stereo Image Sequences
Filled-in Document Identification Using Local Features and a Direct Voting Scheme
Towards Modelling an Attention-Based Text Localization Process
Applying Basic Features from Sentiment Analysis for Automatic Irony Detection
Improved Camera Calibration Method Based on a Two-Dimensional Template
Bayesian Reconstruction of Color Images Acquired with a Single CCD
Multi-view Infant Cry Classification
Classification of Fiducial Markers in Challenging Conditions with SVM
Exploiting Information Theory for Filtering the Kadir Scale-Saliency Detector
Shot Segmentation Using a~Coupled Markov Chains Representation of Video Contents
Development of a Cascade Processing Method for Microarray Spot Segmentation
On Reproducibility of Ultrasound Image Classification
Contour Regularity Extraction Based on String Edit Distance
Automatic Estimation of the Number of Segmentation Groups Based on MI
Underwater Cable Tracking by Visual Feedback
Color Distribution Tracking for Facial Analysis
Using Bus Tracking Data to Detect Potential Hazard Driving Zones
Tree-Structured Representation of Musical Information
Multiple Face Detection at Different Resolutions for Perceptual User Interfaces
Automatic Segmentation of the Liver in CT Using Level Sets Without Edges
Discriminative Face Recognition Through Gabor Responses and Sketch Distortion
An End-to-End Approach for Seam Carving Detection Using Deep Neural Networks
Explicit Length Modelling for Statistical Machine Translation
A New Approach to the Template Update Problem
A Protocol to Cipher Digital Images Based on Cat Maps and Cellular Automata
Film Shot Type Classification Based on Camera Movement Styles
Mean Shift Parallel Tracking on GPU
Textural Features for Hyperspectral Pixel Classification
PPG Beat Reconstruction Based on Shape Models and Probabilistic Templates for Signals Acquired with Conventional Smartphones
A Density-Based Data Reduction Algorithm for Robust Estimators
Human Pose Estimation by a Series of Residual Auto-Encoders
Accelerating Large Scale Deep Learning Inference through DeepCPU at Microsoft
Challenges and Experiences with MLOps for Performance Diagnostics in Hybrid-Cloud Enterprise Software Deployments
Disdat: Bundle Data Management for Machine Learning Pipelines
An Experimentation and Analytics Framework for Large-Scale AI Operations Platforms
Continuous Training for Production ML in the TensorFlow Extended (TFX) Platform
DLSpec: A Deep Learning Task Exchange Specification
tensorflow-tracing: A Performance Tuning Framework for Production
Challenges Towards Production-Ready Explainable Machine Learning
Deep Learning Inference Service at Microsoft
MLOp Lifecycle Scheme for Vision-based Inspection Process in Manufacturing
Towards Taming the Resource and Data Heterogeneity in Federated Learning
Shooting the moving target: machine learning in cybersecurity
2020 USENIX Conference on Operational Machine Learning, OpML 2020, July 28 - August 7, 2020
Low-latency Job Scheduling with Preemption for the Development of Deep Learning
FlexServe: Deployment of PyTorch Models as Flexible REST Endpoints
2019 USENIX Conference on Operational Machine Learning, OpML 2019, Santa Clara, CA, USA, May 20, 2019
Opportunities and Challenges Of Machine Learning Accelerators In Production
Katib: A Distributed General AutoML Platform on Kubernetes
Transfer Learning for Performance Modeling of Deep Neural Network Systems
TonY: An Orchestrator for Distributed Machine Learning Jobs
Time Travel and Provenance for Machine Learning Pipelines
Auto Content Moderation in C2C e-Commerce
KnowledgeNet: Disaggregated and Distributed Training and Serving of Deep Neural Networks
Stratum: A Serverless Framework for the Lifecycle Management of Machine Learning-based Data Analytics Tasks
RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices
MPP: Model Performance Predictor
Finding Bottleneck in Machine Learning Model Life Cycle
Detecting Feature Eligibility Illusions in Enterprise AI Autopilots
An Extension to the Theory of Convergence and a Proof of the Time Complexity of Genetic Algorithms
Editorial Introduction
Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features
Putting the "Genetics" Back into Genetic Algorithms (Reconsidering the Role of Crossover in Hybrid Operators)
Stability of Vertex Fixed Points and Applications
A Comparison of Simulated Annealing with a Simple Evolutionary Algorithm
The Effect of Incest Prevention on Genetic Drift
Syntactic Analysis of Convergence in Genetic Algorithms
Self-adjusting offspring population sizes outperform fixed parameters on the cliff function
A Grammar-Based Genetic Algorithm
Schemata as Building Blocks: Does Size Matter?
On the limitations of the univariate marginal distribution algorithm to deception and where bivariate EDAs might help
Asymptotic Convergence of Some Metaheuristics Used for Multiobjective Optimization
Introducing graphical models to analyze genetic programming dynamics
Partition Crossover for Pseudo-Boolean Optimization
Consistent population control: generate plenty of points, but with a bit of resampling
Optimal Distributions of Solutions for Maximizing the Minimum Crowding Distance for Two-Objective and Three-Objective Linear Pareto Fronts: Search Behavior Analysis of NSGA-II
On the potential of normalized TSP features for automated algorithm selection
On the Brittleness of Evolutionary Algorithms
Genetic Algorithms for Real Parameter Optimization
Analyzing GAs Using Markov Models with Semantically Ordered and Lumped States
Weighted Mutation of Connections To Mitigate Search Space Limitations in Cartesian Genetic Programming
Genetic Algorithm Dynamics in a Two-well Potential
A More Efficient Rank-one Covariance Matrix Update for Evolution Strategies
On the Black-Box Complexity of Example Functions: The Real Jump Function
Accounting for Noise in the Sizing of Populations
Runtime analysis of evolutionary algorithms for the depth restricted (1, 2)-minimum spanning tree problem
Genetic Algorithms are NOT Function Optimizers
Replicators, Majorization and Genetic Algorithms: New Models and Analytical tools
Finite satisfiability of propositional interval logic formulas with multi-objective evolutionary algorithms
Generating Realistic Benchmarks for Dynamic Truck and Trailer Scheduling using Gaussian Copulas
Sharp bounds on the runtime of the (1+1) EA via drift analysis and analytic combinatorial tools
Curing ill-Conditionality via Representation-Agnostic Distance-Driven Perturbations
Analyzing Competitive Coevolution across Families of N-Player Games through Tree Search
NP-Completeness of Deciding Binary Genetic Encodability
Order Statistics for Convergence Velocity Analysis of Simplified Evolutionary Algorithms
Niches in NK-Landscapes
Test Function Generators as Embedded Landscapes
Time complexity analysis of RLS and (1 + 1) EA for the edge coloring problem
Bistability in a Gene Pool GA with Mutation
FOGA '21: Foundations of Genetic Algorithms XVI, Virtual Event, Austria, September 6-8, 2021
Using Markov Chains to Analyze GAFOs
A measure-theoretic analysis of stochastic optimization
Neighborhood Graphs and Symmetric Genetic Operators
Saddles and Barrier in Landscapes of Generalized Search Operators
Rigorous Runtime Analysis of the (1+1) ES: 1/5-Rule and Ellipsoidal Fitness Landscapes
A Standardized Benchmark Set of Clustering Problem Instances for Comparing Black-Box Optimizers
Surrogate Model Assisted Evolutionary Algorithms: Performance Bound and Incremental Gaussian Process Model Updates
Convergence Controlled Variation
Approximating vertex cover using edge-based representations
Qualitative and Quantitative Assessment of Step Size Adaptation Rules
Is the Genetic Algorithm a Cooperative Learner?
Hypervolume Subset Selection for Triangular and Inverted Triangular Pareto Fronts of Three-Objective Problems
The Schema Theorem and Price's Theorem
The Role of Development in Genetic Algorithms
Greedy Recombination and Genetic Search on the Space of Computer Programs
Continuous Dynamical System Models of Steady-State Genetic Algorithms
Analysis of the Clearing Diversity-Preserving Mechanism
Run-Time Analysis of Population-Based Evolutionary Algorithm in Noisy Environments
Convergence of Factored Evolutionary Algorithms
Population Sizing of Dependency Detection by Fitness Difference Classification
Computing single source shortest paths using single-objective fitness
Fitness Landscape Characterization by Variance of Decompositions
Learning Boolean Functions with Genetic Algorithms: A PAC Analysis
Guaranteeing Coevolutionary Objective Measures
An Analysis of Multi-Point Crossover
Relative Building-Block Fitness and the Building Block Hypothesis
Diagonalizing the Simple GA Mixing Matrix
Modeling Simple Genetic Algorithms for Permutation Problems
An Experimental Design Perspective on Genetic Algorithms
A gaussian random field model of smooth fitness landscapes
Continuous Optimisation Theory Made Easy? Finite-Element Models of Evolutionary Strategies, Genetic Algorithms and Particle Swarm Optimizers
Coarse Graining Selection and Mutation
Automatic adaptation of hypermutation rates for multimodal optimisation
Analysis of a simple evolutionary algorithm for the multiobjective shortest path problem