machine learning

Paper Group ANR 18

Paper Group ANR 18

July 29, 2019

PBODL : Parallel Bayesian Online Deep Learning for Click-Through Rate Prediction in Tencent Advertising System. Learning Non-Discriminatory Predictors. Automated Identification of Trampoline Skills Using Computer Vision Extracted Pose Estimation. Measuring the Effect of Discourse Relations on Blog Summarization. A First Derivative Potts Model for S …
Paper Group ANR 19

Paper Group ANR 19

July 29, 2019

Folding membrane proteins by deep transfer learning. Joint Positioning and Radio Map Generation Based on Stochastic Variational Bayesian Inference for FWIPS. Two Hilbert schemes in computer vision. 3D Semantic Trajectory Reconstruction from 3D Pixel Continuum. Complex Event Recognition from Images with Few Training Examples. Supervised Quantile Nor …
Paper Group ANR 21

Paper Group ANR 21

July 29, 2019

A Function Approximation Method for Model-based High-Dimensional Inverse Reinforcement Learning. A Class of Logistic Functions for Approximating State-Inclusive Koopman Operators. Tumour Ellipsification in Ultrasound Images for Treatment Prediction in Breast Cancer. Objects that Sound. On denoising modulo 1 samples of a function. Localizing Actions …
Paper Group ANR 23

Paper Group ANR 23

July 29, 2019

On Statistical Optimality of Variational Bayes. Adversarial Robustness: Softmax versus Openmax. CNN based Learning using Reflection and Retinex Models for Intrinsic Image Decomposition. Toward Geometric Deep SLAM. Of the People: Voting Is More Effective with Representative Candidates. Strong Baselines for Simple Question Answering over Knowledge Gr …
Paper Group ANR 24

Paper Group ANR 24

July 29, 2019

An Expectation Maximization Framework for Yule-Simon Preferential Attachment Models. Original Loop-closure Detection Algorithm for Monocular vSLAM. Extract with Order for Coherent Multi-Document Summarization. Deep 360 Pilot: Learning a Deep Agent for Piloting through 360° Sports Video. A Parallelizable Acceleration Framework for Packing Linear Pro …
Paper Group ANR 25

Paper Group ANR 25

July 29, 2019

Deep Detection of People and their Mobility Aids for a Hospital Robot. Contour and Centreline Tracking of Vessels from Angiograms using the Classical Image Processing Techniques. Learning to Learn from Weak Supervision by Full Supervision. Learning Relevant Features of Data with Multi-scale Tensor Networks. Exploiting the potential of unlabeled end …
Paper Group ANR 27

Paper Group ANR 27

July 29, 2019

Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks. Fast Singular Value Shrinkage with Chebyshev Polynomial Approximation Based on Signal Sparsity. Machine Learning with World Knowledge: The Position and Survey. PSO-Optimized Hopfield Neural Network-Based Multipath Routing for Mobile Ad-hoc Networks …
Paper Group ANR 28

Paper Group ANR 28

July 29, 2019

Creative Robot Dance with Variational Encoder. MovieGraphs: Towards Understanding Human-Centric Situations from Videos. Use of Generative Adversarial Network for Cross-Domain Change Detection. Place recognition: An Overview of Vision Perspective. Reinforcement Learning based Embodied Agents Modelling Human Users Through Interaction and Multi-Sensor …
Paper Group ANR 3

Paper Group ANR 3

July 29, 2019

GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild. An Extended Framework for Marginalized Domain Adaptation. How Do People Differ? A Social Media Approach. Constructive Preference Elicitation over Hybrid Combinatorial Spaces. Language Independent Acquisition of Abbreviations. Face Recognition using Multi-Moda …
Paper Group ANR 30

Paper Group ANR 30

July 29, 2019

A Face Fairness Framework for 3D Meshes. Tunable GMM Kernels. A Foundry of Human Activities and Infrastructures. Computational Techniques in Multispectral Image Processing: Application to the Syriac Galen Palimpsest. Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding. Parallel Multi Channel Convolution using Gen …
Paper Group ANR 31

Paper Group ANR 31

July 29, 2019

Two-Stage Hybrid Day-Ahead Solar Forecasting. Highrisk Prediction from Electronic Medical Records via Deep Attention Networks. SRE: Semantic Rules Engine For the Industrial Internet-Of-Things Gateways. Automated Assessment of Facial Wrinkling: a case study on the effect of smoking. A Roadmap for the Development of the “SP Machine” for Artificial In …
Paper Group ANR 32

Paper Group ANR 32

July 29, 2019

DeepSF: deep convolutional neural network for mapping protein sequences to folds. Improving One-Shot Learning through Fusing Side Information. A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop. Estimating prediction error for complex samples. Dynamic Label Graph Matching for Unsupervised Video …
Paper Group ANR 34

Paper Group ANR 34

July 29, 2019

Are words easier to learn from infant- than adult-directed speech? A quantitative corpus-based investigation. Bias-Compensated Normalized Maximum Correntropy Criterion Algorithm for System Identification with Noisy Input. Sparse hierarchical interaction learning with epigraphical projection. Explainable Planning. Segment Parameter Labelling in MCMC …
Paper Group ANR 35

Paper Group ANR 35

July 29, 2019

Online Reinforcement Learning in Stochastic Games. Aspect-augmented Adversarial Networks for Domain Adaptation. What were you expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music. Interactively Transferring CNN Patterns for Part Localization. Interpreting CNN Knowledge via an Explanatory Graph. Class Corr …
Paper Group ANR 37

Paper Group ANR 37

July 29, 2019

Co-evolutionary multi-task learning for dynamic time series prediction. Calibration for the (Computationally-Identifiable) Masses. Environment-Independent Task Specifications via GLTL. Spice up Your Chat: The Intentions and Sentiment Effects of Using Emoji. Compressive Sensing of Color Images Using Nonlocal Higher Order Dictionary. Generating Compa …
Paper Group ANR 38

Paper Group ANR 38

July 29, 2019

From Bach to the Beatles: The simulation of human tonal expectation using ecologically-trained predictive models. Structural Conditions for Projection-Cost Preservation via Randomized Matrix Multiplication. Holistic, Instance-Level Human Parsing. A Non-monotone Alternating Updating Method for A Class of Matrix Factorization Problems. ToxTrac: a fas …
Paper Group ANR 39

Paper Group ANR 39

July 29, 2019

Towards Structured Analysis of Broadcast Badminton Videos. To Boost or Not to Boost? On the Limits of Boosted Trees for Object Detection. Trans-allelic model for prediction of peptide:MHC-II interactions. A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images. CNN Cascades for Segmenting Whole S …
Paper Group ANR 4

Paper Group ANR 4

July 29, 2019

Detection of Block-Exchangeable Structure in Large-Scale Correlation Matrices. Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments. Where Classification Fails, Interpretation Rises. Dynamic Fusion Networks for Machine Reading Comprehension. Towards Unsupervised Weed Scouting for Agricultural Robotics. Netw …
Paper Group ANR 41

Paper Group ANR 41

July 29, 2019

Clustering Small Samples with Quality Guarantees: Adaptivity with One2all pps. Contemporary machine learning: a guide for practitioners in the physical sciences. Context-Aware Semantic Inpainting. A Digital Fuzzy Edge Detector for Color Images. UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model. Pa …
Paper Group ANR 43

Paper Group ANR 43

July 29, 2019

A Novel Approach to Artistic Textual Visualization via GAN. A Variational EM Method for Pole-Zero Modeling of Speech with Mixed Block Sparse and Gaussian Excitation. Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations. Methods for applying the Neural Engineering Framework to neuromorphic hardware. Automatic Breast U …
Paper Group ANR 44

Paper Group ANR 44

July 29, 2019

Learning multiple visual domains with residual adapters. Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors. Containment for Rule-Based Ontology-Mediated Queries. Learning Generative Models with Sinkhorn Divergences. Security Evaluation of Pattern Classifiers under Attack. Deceased Organ Matching in Australia. Activ …
Paper Group ANR 45

Paper Group ANR 45

July 29, 2019

Impact of Coreference Resolution on Slot Filling. Deep Learning for Photoacoustic Tomography from Sparse Data. On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets. A Convex Parametrization of a New Class of Universal Kernel Functions for use in Kernel Learning. Learning Rotation for Kernel Correlation Filter. CryptoDL: …
Paper Group ANR 46

Paper Group ANR 46

July 29, 2019

Investigating the feature collection for semantic segmentation via single skip connection. Learning Policies for Adaptive Tracking with Deep Feature Cascades. Patchnet: Interpretable Neural Networks for Image Classification. Sentiment analysis based on rhetorical structure theory: Learning deep neural networks from discourse trees. Bridging the Gap …
Paper Group ANR 47

Paper Group ANR 47

July 29, 2019

Towards seamless multi-view scene analysis from satellite to street-level. End-to-End Neural Segmental Models for Speech Recognition. Cross-Lingual Dependency Parsing for Closely Related Languages - Helsinki’s Submission to VarDial 2017. Segmented and Directional Impact Detection for Parked Vehicles using Mobile Devices. A Flexible Framework for Hy …
Paper Group ANR 48

Paper Group ANR 48

July 29, 2019

Feature Incay for Representation Regularization. A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition. Toward the Starting Line: A Systems Engineering Approach to Strong AI. Machine learning methods for multimedia information retrieval. 3D Pathfinding and Collision Avoidance Using Uneven Search-space Quantiza …
Paper Group ANR 5

Paper Group ANR 5

July 29, 2019

Rotation Averaging and Strong Duality. ZigZag: A new approach to adaptive online learning. A Learning Based Optimal Human Robot Collaboration with Linear Temporal Logic Constraints. Customer Lifetime Value Prediction Using Embeddings. A New Type of Neurons for Machine Learning. Quality-Efficiency Trade-offs in Machine Learning for Text Processing. …
Paper Group ANR 50

Paper Group ANR 50

July 29, 2019

Sequential detection of low-rank changes using extreme eigenvalues. Neuro-RAM Unit with Applications to Similarity Testing and Compression in Spiking Neural Networks. Improving LSTM-CTC based ASR performance in domains with limited training data. Deep Diagnostics: Applying Convolutional Neural Networks for Vessels Defects Detection. Linguistic Mark …
Paper Group ANR 51

Paper Group ANR 51

July 29, 2019

Learning One-hidden-layer Neural Networks with Landscape Design. Fast Recurrent Fully Convolutional Networks for Direct Perception in Autonomous Driving. A Manifold Approach to Learning Mutually Orthogonal Subspaces. PCANet-II: When PCANet Meets the Second Order Pooling. Collision Selective Visual Neural Network Inspired by LGMD2 Neurons in Juvenil …