Image Classification

Paper Group ANR 307

January 30, 2020

MM Algorithms for Distance Covariance based Sufficient Dimension Reduction and Sufficient Variable Selection. Annealing for Distributed Global Optimization. Langevin Monte Carlo without smoothness. Saliency Methods for Explaining Adversarial Attacks. TiK-means: $K$-means clustering for skewed groups. A Machine Learning Model for Long-Term Power Gen …

Paper Group ANR 308

January 30, 2020

Model Bridging: To Interpretable Simulation Model From Neural Network. Generalised Zero-Shot Learning with a Classifier Ensemble over Multi-Modal Embedding Spaces. PaintBot: A Reinforcement Learning Approach for Natural Media Painting. Where Are We? Using Scopus to Map the Literature at the Intersection Between Artificial Intelligence and Crime. Mu …

Paper Group ANR 315

January 30, 2020

Automatic Keyboard Layout Design for Low-Resource Latin-Script Languages. Representable Matrices: Enabling High Accuracy Analog Computation for Inference of DNNs using Memristors. Go with the Flow: Perception-refined Physics Simulation. ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction. A Distributed Online Convex Optimiz …

Paper Group ANR 318

January 30, 2020

DoPa: A Comprehensive CNN Detection Methodology against Physical Adversarial Attacks. A Closed-Form Learned Pooling for Deep Classification Networks. Interpreting and Evaluating Neural Network Robustness. Construction of Macro Actions for Deep Reinforcement Learning. Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced …

Paper Group ANR 324

January 30, 2020

Deep Learning Solutions for TanDEM-X-based Forest Classification. Gram-Gauss-Newton Method: Learning Overparameterized Neural Networks for Regression Problems. Data-generating models under which the random forest algorithm performs badly. ROBEL: Robotics Benchmarks for Learning with Low-Cost Robots. Variational Tracking and Prediction with Generati …

Paper Group ANR 325

January 30, 2020

Exascale Deep Learning to Accelerate Cancer Research. Learning Neurosymbolic Generative Models via Program Synthesis. Noisy, Greedy and Not So Greedy k-means++. Community detection in node-attributed social networks: a survey. Analysis of Bias in Gathering Information Between User Attributes in News Application. SFNet: Learning Object-aware Semanti …

Paper Group ANR 331

January 30, 2020

Towards automatic estimation of conversation floors within F-formations. Correlation of Auroral Dynamics and GNSS Scintillation with an Autoencoder. Automated Ground Truth Estimation of Vulnerable Road Users in Automotive Radar Data Using GNSS. Modal-aware Features for Multimodal Hashing. Procedure Planning in Instructional Videos. Feature-Model-Gu …

Paper Group ANR 332

January 30, 2020

Weakly-supervised Compositional FeatureAggregation for Few-shot Recognition. Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms. Long-Bone Fracture Detection using Artificial Neural Networks based on Line Features of X-ray Images. Hidden Markov Models derived from Behavior Trees. CircConv: A Structured Convolution …

Paper Group ANR 333

January 30, 2020

DeepTrax: Embedding Graphs of Financial Transactions. Helen: Maliciously Secure Coopetitive Learning for Linear Models. Clustering with Distributed Data. Linking Graph Entities with Multiplicity and Provenance. Centroid-based deep metric learning for speaker recognition. Fast Weakly Supervised Action Segmentation Using Mutual Consistency. Proving D …

Paper Group ANR 335

January 30, 2020

A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access. Distributed Learning of Deep Neural Networks using Independent Subnet Training. Dynamic Learning with Frequent New Product Launches: A Sequential Multinomial Logit Bandit Problem. Angle-Closure Detection in Anterior Segment OCT based on Multi-Level Deep Network. A Variation …

Paper Group ANR 339

January 30, 2020

Interaction-and-Aggregation Network for Person Re-identification. UrbanRhythm: Revealing Urban Dynamics Hidden in Mobility Data. K-BERT: Enabling Language Representation with Knowledge Graph. Doubly Sparse: Sparse Mixture of Sparse Experts for Efficient Softmax Inference. Attentive Spatio-Temporal Representation Learning for Diving Classification. …

Paper Group ANR 349

January 30, 2020

On the Effectiveness of Low Frequency Perturbations. ConCORDe-Net: Cell Count Regularized Convolutional Neural Network for Cell Detection in Multiplex Immunohistochemistry Images. Compact Approximation for Polynomial of Covariance Feature. Low radiation tomographic reconstruction with and without template information. Towards Universal End-to-End A …

Paper Group ANR 352

January 30, 2020

Learning Model Bias. Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network. Bregman-divergence-guided Legendre exponential dispersion model with finite cumulants (K-LED). Flow Rate Control in Smart District Heating Systems Using Deep Reinforcement Learning. On the Convergence of SARAH …

Paper Group ANR 356

January 30, 2020

MolecularRNN: Generating realistic molecular graphs with optimized properties. Deep Fitting Degree Scoring Network for Monocular 3D Object Detection. Voice command generation using Progressive Wavegans. A survey on acoustic sensing. Group-Connected Multilayer Perceptron Networks. Contrastive Reasons Detection and Clustering from Online Polarized De …

Paper Group ANR 359

January 30, 2020

Towards Precise End-to-end Weakly Supervised Object Detection Network. Event-based attention and tracking on neuromorphic hardware. A Dual-Staged Context Aggregation Method Towards Efficient End-To-End Speech Enhancement. Self-adaptive Potential-based Stopping Criteria for Particle Swarm Optimization. Automatically Evaluating Balance: A Machine Lea …

Paper Group ANR 360

January 30, 2020

On Learning Disentangled Representations for Gait Recognition. Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation. A Graph-Based Machine Learning Approach for Bot Detection. When Collaborative Filtering Meets Reinforcement Learning. Inferring Dynamic Representations of Facial Actions from a St …

Paper Group ANR 365

January 30, 2020

Analyzing the Cross-Sensor Portability of Neural Network Architectures for LiDAR-based Semantic Labeling. A Theory of Uncertainty Variables for State Estimation and Inference. Applying Abstract Argumentation Theory to Cooperative Game Theory. Towards Realistic Practices In Low-Resource Natural Language Processing: The Development Set. Enhancing the …

Paper Group ANR 370

January 30, 2020

Lifelog Patterns Analyzation using Graph Embedding based on Deep Neural Network. Probabilistic Forecasting using Deep Generative Models. Detection and Mitigation of Rare Subclasses in Neural Network Classifiers. Sharp Guarantees for Solving Random Equations with One-Bit Information. Go From the General to the Particular: Multi-Domain Translation wi …

Paper Group ANR 373

January 30, 2020

Scene Induced Multi-Modal Trajectory Forecasting via Planning. A Facial Affect Analysis System for Autism Spectrum Disorder. Fast LLMMSE filter for low-dose CT imaging. Curriculum Learning for Deep Generative Models with Clustering. Machine Learning Inter-Atomic Potentials Generation Driven by Active Learning: A Case Study for Amorphous and Liquid …

Paper Group ANR 376

January 30, 2020

Logic could be learned from images. Improving the Gating Mechanism of Recurrent Neural Networks. A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis. Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information. Automatic Short Answer Gradi …

Paper Group ANR 377

January 30, 2020

Influences in Forecast Errors for Wind and Photovoltaic Power: A Study on Machine Learning Models. Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection. Diversity in Fashion Recommendation using Semantic Parsing. Anti-Confusing: Region-Aware Network for Human Pose Estimation. Minimax Weight and Q-Function Learning for Off-Po …

Paper Group ANR 388

January 30, 2020

Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems. Distributed Streaming Analytics on Large-scale Oceanographic Data using Apache Spark. Active Learning of Spin Network Models. Unsupervised Moving Object Detection via Contextual Information Separation. Relevance-Promoting Language Model for Short-Te …

Paper Group ANR 391

January 30, 2020

UVA: A Universal Variational Framework for Continuous Age Analysis. Real-Time Adversarial Attacks. Automatic Online Quality Control of Synthetic CTs. Early Discovery of Emerging Entities in Microblogs. Optimal Decision Making Under Strategic Behavior. Hierarchical Contextualized Representation for Named Entity Recognition. Scalable Fine-grained Gen …

Paper Group ANR 393

January 30, 2020

Deep Learning for Ranking Response Surfaces with Applications to Optimal Stopping Problems. Option-Critic in Cooperative Multi-agent Systems. Forward Vehicle Collision Warning Based on Quick Camera Calibration. Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin. Hypothetical answers to continuous querie …

Paper Group ANR 395

January 30, 2020

Natural- to formal-language generation using Tensor Product Representations. Sketch-based Randomized Algorithms for Dynamic Graph Regression. On Connections between Constrained Optimization and Reinforcement Learning. Tracking Discrete and Continuous Entity State for Process Understanding. Efficient Retrieval of Logos Using Rough Set Reducts. Schem …

Paper Group ANR 398

January 30, 2020

An Online Decision-Theoretic Pipeline for Responder Dispatch. ShEMO – A Large-Scale Validated Database for Persian Speech Emotion Detection. Fast Fixed Dimension L2-Subspace Embeddings of Arbitrary Accuracy, With Application to L1 and L2 Tasks. Optimal Training of Fair Predictive Models. DLBricks: Composable Benchmark Generation to Reduce Deep Lea …

Paper Group ANR 401

January 30, 2020

KeyPose: Multi-view 3D Labeling and Keypoint Estimation for Transparent Objects. A Tool for Spatio-Temporal Analysis of Social Anxiety with Twitter Data. Coarse-to-Fine Registration of Airborne LiDAR Data and Optical Imagery on Urban Scenes. BERE: An accurate distantly supervised biomedical entity relation extraction network. Antonym-Synonym Classi …

Paper Group ANR 403

January 30, 2020

Efficient Kernel-based Subsequence Search for User Identification from Walking Activity. Unsupervised Construction of Knowledge Graphs From Text and Code. Quantifying error contributions of computational steps, algorithms and hyperparameter choices in image classification pipelines. Bayesian Receiver Operating Characteristic Metric for Linear Class …