Zero-Shot Learning

Paper Group ANR 984

January 28, 2020

Analysis of a Two-Layer Neural Network via Displacement Convexity. Look, Read and Enrich. Learning from Scientific Figures and their Captions. Fine-grained Optimization of Deep Neural Networks. New Radon Transform Based Texture Features of Handwritten Document. A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off. AllenN …

Paper Group ANR 988

January 28, 2020

Using Quantifier Elimination to Enhance the Safety Assurance of Deep Neural Networks. Privacy is What We Care About: Experimental Investigation of Federated Learning on Edge Devices. Estimation of Spectral Risk Measures. Generating an Explainable ECG Beat Space With Variational Auto-Encoders. SchrödingeRNN: Generative Modeling of Raw Audio as a Con …

Paper Group ANR 1151

January 27, 2020

Appearance invariant Entry-Exit matching using visual soft biometric traits. Block Randomized Optimization for Adaptive Hypergraph Learning. On the Robustness of the Backdoor-based Watermarking in Deep Neural Networks. Toward Best Practices for Explainable B2B Machine Learning. AdvFaces: Adversarial Face Synthesis. Evaluating Semantic Representatio …

Paper Group ANR 1169

January 27, 2020

Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis. AdversarialNAS: Adversarial Neural Architecture Search for GANs. Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation. Online information of vaccines: information quality is an ethical responsibility of search engin …

Paper Group ANR 1182

January 27, 2020

Monte-Carlo Tree Search for Simulation-based Strategy Analysis. Playing it Safe: Adversarial Robustness with an Abstain Option. Deep Reinforcement Learning for Trading. Safe and Fast Tracking on a Robot Manipulator: Robust MPC and Neural Network Control. FRODO: Free rejection of out-of-distribution samples: application to chest x-ray analysis. The …

Paper Group ANR 1261

January 27, 2020

Residual Pyramid FCN for Robust Follicle Segmentation. A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model. The Intrinsic Scale of Networks is Small. Convolutional Neural Network-aided Bit-flipping for Belief Propagation Decoding of Polar Codes. Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide …

Paper Group ANR 1289

January 27, 2020

Fine-Grained Temporal Relation Extraction. Recent Advances in Diversified Recommendation. MindTheStep-AsyncPSGD: Adaptive Asynchronous Parallel Stochastic Gradient Descent. Restricted Isometry Property under High Correlations. Learning Two-View Correspondences and Geometry Using Order-Aware Network. Defensive Quantization: When Efficiency Meets Rob …

Paper Group ANR 1370

January 26, 2020

Transfer feature generating networks with semantic classes structure for zero-shot learning. Hybrid Channel Based Pedestrian Detection. Path Length Bounds for Gradient Descent and Flow. Deep Kernel Learning via Random Fourier Features. Wasserstein GANs for MR Imaging: from Paired to Unpaired Training. Discovery of Bias and Strategic Behavior in Cro …

Paper Group ANR 1451

January 26, 2020

Temporal Registration in Application to In-utero MRI Time Series. Learning One-hidden-layer neural networks via Provable Gradient Descent with Random Initialization. Distributed Machine Learning on Mobile Devices: A Survey. Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators. Spherical U-Net on Cortical …

Paper Group ANR 1468

January 26, 2020

A Machine Learning framework for Sleeping Cell Detection in a Smart-city IoT Telecommunications Infrastructure. Deep Learning Multidimensional Projections. Truth Inference at Scale: A Bayesian Model for Adjudicating Highly Redundant Crowd Annotations. On the relationship between multitask neural networks and multitask Gaussian Processes. Stationary …

Paper Group ANR 1522

January 26, 2020

Hybrid MemNet for Extractive Summarization. Scalable Reinforcement Learning of Localized Policies for Multi-Agent Networked Systems. Towards Deployment of Robust AI Agents for Human-Machine Partnerships. Learning from Label Proportions with Generative Adversarial Networks. Human-centric Transfer Learning Explanation via Knowledge Graph [Extended Ab …

Paper Group ANR 1531

January 26, 2020

Scalable Source Code Similarity Detection in Large Code Repositories. It Runs in the Family: Searching for Similar Names using Digitized Family Trees. Where is the Information in a Deep Neural Network?. Automatic Discovery of Privacy-Utility Pareto Fronts. Surface Type Classification for Autonomous Robot Indoor Navigation. A Group-Theoretic Framewo …

Paper Group ANR 1582

January 26, 2020

Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis. NASA: Neural Articulated Shape Approximation. Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing. Predicting dynamical system evolution with residual neural networks. Android Malware Detection Using Autoencoder. Gender Prediction …

Paper Group ANR 1602

January 26, 2020

Performance Evaluation of Two-layer lossless HDR Coding using Histogram Packing Technique under Various Tone-mapping Operators. Domain Adaptive Transfer Learning for Fault Diagnosis. Self Learning from Large Scale Code Corpus to Infer Structure of Method Invocations. Topological Feature Vectors for Chatter Detection in Turning Processes. On Robustn …

Paper Group ANR 1624

January 25, 2020

Is perturbation an effective restart strategy?. Surprises in High-Dimensional Ridgeless Least Squares Interpolation. Handwritten Text Segmentation via End-to-End Learning of Convolutional Neural Network. Discriminative structural graph classification. Estimation of 2D Velocity Model using Acoustic Signals and Convolutional Neural Networks. Realism …

Paper Group ANR 1633

January 25, 2020

Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss. Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization. Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods. Composite Neural Network: Theory and Application to PM2 …

Paper Group ANR 1666

January 25, 2020

A Vietnamese information retrieval system for product-price. In-memory hyperdimensional computing. Are skip connections necessary for biologically plausible learning rules?. Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control. Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-awar …

Paper Group ANR 1673

January 25, 2020

DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier. Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs. Estimating Forces of Robotic Pouring Using a LSTM RNN. Domain Adaptation Regularization for Spectral Pruning. Mixture Modeling of Global Shape Priors and Autoencoding Local Inte …

Paper Group ANR 1697

January 25, 2020

Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection. An adaptive stigmergy-based system for evaluating technological indicator dynamics in the context of smart specialization. Scanning Probe State Recognition With Multi-Class Neural Network Ensembles. Dimensionality Reduction of Complex Metastable Systems via Kernel Embed …

Paper Group ANR 1705

January 25, 2020

Independent and automatic evaluation of acoustic-to-articulatory inversion models. What does a network layer hear? Analyzing hidden representations of end-to-end ASR through speech synthesis. Transferring neural speech waveform synthesizers to musical instrument sounds generation. Location-Relative Attention Mechanisms For Robust Long-Form Speech S …

Paper Group ANR 1736

January 25, 2020

Evaluation of an AI system for the automated detection of glaucoma from stereoscopic optic disc photographs: the European Optic Disc Assessment Study. Demand Prediction for Electric Vehicle Sharing. Competitive Bridge Bidding with Deep Neural Networks. Context-Aware Zero-Shot Recognition. DSConv: Efficient Convolution Operator. Sample Efficient Pol …

Paper Group ANR 1753

January 25, 2020

Exploiting Operation Importance for Differentiable Neural Architecture Search. Autolabeling 3D Objects with Differentiable Rendering of SDF Shape Priors. Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing. Uncovering Download Fraud Activities in Mobile App Markets. Improving CAT Tools in the Translation Work …

Paper Group ANR 1754

January 25, 2020

UdS Submission for the WMT 19 Automatic Post-Editing Task. Diversity by Phonetics and its Application in Neural Machine Translation. Effects of Depth, Width, and Initialization: A Convergence Analysis of Layer-wise Training for Deep Linear Neural Networks. Revisiting Multi-Step Nonlinearity Compensation with Machine Learning. KRNET: Image Denoising …

Paper Group ANR 1757

January 25, 2020

A posteriori Trading-inspired Model-free Time Series Segmentation. Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection. Solar-Sail Trajectory Design for Multiple Near Earth Asteroid Exploration Based on Deep Neural Networks. An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belie …

Paper Group ANR 1768

January 25, 2020

Scalable Bayesian Preference Learning for Crowds. Can We Trust You? On Calibration of a Probabilistic Object Detector for Autonomous Driving. A Structural Graph-Based Method for MRI Analysis. Deep learning Inversion of Seismic Data. Numerical Gaussian process Kalman filtering. Causality matters in medical imaging. Towards Pose-invariant Lip-Reading …

Paper Group ANR 1769

January 25, 2020

Visual Diagnosis of Dermatological Disorders: Human and Machine Performance. Extending the Service Composition Formalism with Relational Parameters. A Fast Saddle-Point Dynamical System Approach to Robust Deep Learning. LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series with Multiple Seasonal Patterns. DREAMT – Embodied Motivational C …

Paper Group NANR 3

January 25, 2020

An Environment for Relational Annotation of Political Debates. v-trel: Vocabulary Trainer for Tracing Word Relations - An Implicit Crowdsourcing Approach. Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification. Marginalized Latent Semantic Encoder for Zero-Shot Learning. Estimation of Energy Prices in Turkey in the …

Paper Group NANR 78

January 25, 2020

AGRR 2019: Corpus for Gapping Resolution in Russian. Segmentation for Domain Adaptation in Arabic. Distinguishability of Adversarial Examples. Studying Summarization Evaluation Metrics in the Appropriate Scoring Range. Dataset Mention Extraction and Classification. Translating Between Morphologically Rich Languages: An Arabic-to-Turkish Machine Tra …