machine learning

Paper Group ANR 567

January 29, 2020

Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction. Localized Linear Regression in Networked Data. Increasing city safety awareness regarding disruptive traffic stream. Accelerated Discovery of Sustainable Building Materials. Human-AI Co-Learning for Data-Driven AI. PingPong: Packet-Level Signatures for Smar …

Paper Group ANR 569

January 29, 2020

A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data. Learning Target-oriented Dual Attention for Robust RGB-T Tracking. Image-based reconstruction for the impact problems by using DPNNs. Problems with automating translation of movie/TV show subtitles. Falls Prediction Based on Body Keypoints and Seq2Seq Architectu …

Paper Group ANR 571

January 29, 2020

Deep Reinforcement Learning for Scheduling in Cellular Networks. Semantic Matching by Weakly Supervised 2D Point Set Registration. Recognizing American Sign Language Manual Signs from RGB-D Videos. Shareable Representations for Search Query Understanding. Fast Bayesian Restoration of Poisson Corrupted Images with INLA. Three dimensional waveguide-i …

Paper Group ANR 572

January 29, 2020

Towards Generating Explanations for ASP-Based Link Analysis using Declarative Program Transformations. A Study and Analysis of a Feature Subset Selection Technique using Penguin Search Optimization Algorithm (FS-PeSOA). Dependency and Span, Cross-Style Semantic Role Labeling on PropBank and NomBank. Asymptotic Bayes risk for Gaussian mixture in a s …

Paper Group ANR 573

January 29, 2020

A Method for Evaluating Chimeric Synchronization of Coupled Oscillators and Its Application for Creating a Neural Network Information Converter. Machine Learning for Clinical Predictive Analytics. Learning performance in inverse Ising problems with sparse teacher couplings. Meta-Learning Mean Functions for Gaussian Processes. Multilingual Culture-I …

Paper Group ANR 574

January 29, 2020

Gaussian processes with linear operator inequality constraints. A Robust Image Watermarking System Based on Deep Neural Networks. Sentiment Analysis On Indian Indigenous Languages: A Review On Multilingual Opinion Mining. Similarity Learning Networks for Animal Individual Re-Identification – Beyond the Capabilities of a Human Observer. Fair Dimens …

Paper Group ANR 576

January 29, 2020

WebProtégé: A Cloud-Based Ontology Editor. To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions. Towards Global Remote Discharge Estimation: Using the Few to Estimate The Many. Flexible Auto-weighted Local-coordinate Concept Factorization: A Robust Framework for Unsupervised Clustering. A Light …

Paper Group ANR 578

January 29, 2020

Taming Momentum in a Distributed Asynchronous Environment. End-to-End Visual Speech Recognition for Small-Scale Datasets. Radial and Directional Posteriors for Bayesian Neural Networks. Discretization based Solutions for Secure Machine Learning against Adversarial Attacks. Pure Exploration with Multiple Correct Answers. A Ranking Model Motivated by …

Paper Group ANR 579

January 29, 2020

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification. Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization. Deep Learning for Automated Medical Image Analysis. Defining AI in Policy versus Practice. Adaptive Prici …

Paper Group ANR 580

January 29, 2020

Robust Natural Language Inference Models with Example Forgetting. SpoC: Spoofing Camera Fingerprints. Stiffness: A New Perspective on Generalization in Neural Networks. Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering. Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing. Sex Trafficking Detection w …

Paper Group ANR 581

January 29, 2020

Multi-objective Bayesian optimisation with preferences over objectives. Classification from Pairwise Similarities/Dissimilarities and Unlabeled Data via Empirical Risk Minimization. CameraNet: A Two-Stage Framework for Effective Camera ISP Learning. Adversarial Vulnerability Bounds for Gaussian Process Classification. Cross-Channel Correlation Pres …

Paper Group ANR 582

January 29, 2020

Conversational Networks for Automatic Online Moderation. Understanding the Information needs of Social Scientists in Germany. Negative Training for Neural Dialogue Response Generation. Kernel absolute summability is only sufficient for RKHS stability. A Dynamic Strategy Coach for Effective Negotiation. MetaFun: Meta-Learning with Iterative Function …

Paper Group ANR 583

January 29, 2020

Language coverage and generalization in RNN-based continuous sentence embeddings for interacting agents. Understanding Undesirable Word Embedding Associations. Learning Features with Differentiable Closed-Form Solver for Tracking. Transfer Learning for Causal Sentence Detection. Graph-based data clustering via multiscale community detection. Federa …

Paper Group ANR 584

January 29, 2020

GmCN: Graph Mask Convolutional Network. MCTS-based Automated Negotiation Agent (Extended Abstract). Asymmetric Correntropy for Robust Adaptive Filtering. Neural Network Inference on Mobile SoCs. Cost-Sensitive Training for Autoregressive Models. $α$ Belief Propagation as Fully Factorized Approximation. Implicit Langevin Algorithms for Sampling From …

Paper Group ANR 585

January 29, 2020

Using Social Network Service to determine the Initial User Requirements for Small Software Businesses. Strong and Simple Baselines for Multimodal Utterance Embeddings. Experimental neural network enhanced quantum tomography. From self-tuning regulators to reinforcement learning and back again. Learning Instance-wise Sparsity for Accelerating Deep M …

Paper Group ANR 589

January 29, 2020

CLN2INV: Learning Loop Invariants with Continuous Logic Networks. Outlier Detection for Improved Data Quality and Diversity in Dialog Systems. Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model. New Potential-Based Bounds for the Geometric-Stopping Version of Prediction with Expert Advice. Learning to design from humans …

Paper Group ANR 591

January 29, 2020

Jointly Aligning and Predicting Continuous Emotion Annotations. Spatio-Semantic ConvNet-Based Visual Place Recognition. Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks. Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning Platform. Sentiment Dynamics in Social Media News C …

Paper Group ANR 592

January 29, 2020

Overparameterized Neural Networks Can Implement Associative Memory. Focal Loss based Residual Convolutional Neural Network for Speech Emotion Recognition. Design and Interpretation of Universal Adversarial Patches in Face Detection. Automobile Theft Detection by Clustering Owner Driver Data. Mitigation of Adversarial Examples in RF Deep Classifiers …

Paper Group ANR 593

January 29, 2020

Deep Dynamics Models for Learning Dexterous Manipulation. Survey of Computer Vision and Machine Learning in Gastrointestinal Endoscopy. A Fast Template-based Approach to Automatically Identify Primary Text Content of a Web Page. Identifying short-term interests from mobile app adoption pattern. Query Expansion for Patent Searching using Word Embedd …

Paper Group ANR 594

January 29, 2020

MFPN: A Novel Mixture Feature Pyramid Network of Multiple Architectures for Object Detection. Improving Disentangled Representation Learning with the Beta Bernoulli Process. Semi-Cyclic Stochastic Gradient Descent. An Effective Approach to Unsupervised Machine Translation. Neural Networks Learning and Memorization with (almost) no Over-Parameteriza …

Paper Group ANR 596

January 29, 2020

Learning-Based Video Game Development in MLP@UoM: An Overview. Deep learning-based prediction of kinetic parameters from myocardial perfusion MRI. Quantum-Assisted Genetic Algorithm. Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces. CoKE: Contextualized Knowledge Graph Embedding. DEGAS: Differentiable …

Paper Group ANR 597

January 29, 2020

A Direct $\tilde{O}(1/ε)$ Iteration Parallel Algorithm for Optimal Transport. Sampling Strategies for GAN Synthetic Data. The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity. Resource Abstraction for Reinforcement Learning in Multiagent Congestion Problems. Topological Data Analysis of Time Series Data …

Paper Group ANR 598

January 29, 2020

Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation. Single Versus Union: Non-parallel Support Vector Machine Frameworks. Generalization Bounds in the Predict-then-Optimize Framework. Network of Evolvable Neural Units: Evolving to Learn at a Synaptic Level. Transform-Domain Classification of Human Cells based …

Paper Group ANR 599

January 29, 2020

Quantifying consensus of rankings based on q-support patterns. DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension. An Arm-Wise Randomization Approach to Combinatorial Linear Semi-Bandits. WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation. MURS: Practical and Robust Privacy Amplification …

Paper Group ANR 600

January 29, 2020

Using Deep Object Features for Image Descriptions. CHD:Consecutive Horizontal Dropout for Human Gait Feature Extraction. Exploration by Optimisation in Partial Monitoring. Learning 3D Human Body Embedding. Measuring Domain Portability and ErrorPropagation in Biomedical QA. Novel Applications of Factored Neural Machine Translation. Multimodal Classi …

Paper Group ANR 601

January 29, 2020

Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images. A Novel Visual Fault Detection and Classification System for Semiconductor Manufacturing Using Stacked Hybrid Convolutional Neural Networks. Multi-PCA based Fault Detection Model Combined with Prior knowledge of HVAC. White Noise Analysis of Neural Networks. Where Do Huma …

Paper Group ANR 602

January 29, 2020

Enabling Intuitive Human-Robot Teaming Using Augmented Reality and Gesture Control. Domain-adversarial Network Alignment. Nefnir: A high accuracy lemmatizer for Icelandic. Identifying Editor Roles in Argumentative Writing from Student Revision Histories. Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Se …

Paper Group ANR 603

January 29, 2020

RNN-based Generative Model for Fine-Grained Sketching. Joint shape learning and segmentation for medical images using a minimalistic deep network. NEMO: Future Object Localization Using Noisy Ego Priors. Credit Card Fraud Detection Using Autoencoder Neural Network. Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction. Contextu …