Dictionary Learning

Paper Group AWR 20

February 2, 2020

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. From Patch to Image Segmentation using Fully Convolutional Networks – Application to Retinal Images. Learning semantic sentence representations from visually grounded language without lexical knowledge. EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse. Harmonizat …

Paper Group AWR 31

February 2, 2020

tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. CobWeb: A Research Prototype for Exploring User Bias in Political Fact-Checking. Mixture Content Selection for Diverse Sequence Generation. Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots. A Wind of Change: …

Paper Group AWR 57

February 2, 2020

MetaPred: Meta-Learning for Clinical Risk Prediction with Limited Patient Electronic Health Records. A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation. MMDetection: Open MMLab Detection Toolbox and Benchmark. Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments. DeepGCNs: Can GCNs Go …

Paper Group AWR 147

February 1, 2020

Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation. Cascaded Partial Decoder for Fast and Accurate Salient Object Detection. Predicting Rare Events in Multiscale Dynamical Systems using Machine Learning. Data-efficient Learning of Morphology and Controller for a Microrobot. Joint Extraction of Entities and Relations …

Paper Group AWR 168

February 1, 2020

GACNN: Training Deep Convolutional Neural Networks with Genetic Algorithm. Grid R-CNN Plus: Faster and Better. WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection. EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. Memory-Driven Mixed Low Precision Quantization …

Paper Group AWR 236

February 1, 2020

Deep Network Classification by Scattering and Homotopy Dictionary Learning. Multi-source Distilling Domain Adaptation. Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension. Stokes Inversion based on Convolutional Neural Networks. When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then …

Paper Group AWR 289

February 1, 2020

BlenderProc. Dynamic Deep Multi-task Learning for Caricature-Visual Face Recognition. Opytimizer: A Nature-Inspired Python Optimizer. WHAM!: Extending Speech Separation to Noisy Environments. Prototype Propagation Networks (PPN) for Weakly-supervised Few-shot Learning on Category Graph. ETNet: Error Transition Network for Arbitrary Style Transfer. …

Paper Group AWR 300

February 1, 2020

Label Embedded Dictionary Learning for Image Classification. Content Differences in Syntactic and Semantic Representations. A Deep Generative Model for Graph Layout. Mining Discourse Markers for Unsupervised Sentence Representation Learning. Re-examination of the Role of Latent Variables in Sequence Modeling. A Multi-task Learning Model for Chinese …

Paper Group AWR 332

February 1, 2020

Single Deep Counterfactual Regret Minimization. A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies. Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms. A Comprehensive Survey on Transfer Learning. SmartBullets: A Cloud-Assisted Bullet Screen Filter based on Deep L …

Paper Group ANR 20

January 31, 2020

A GLCM Embedded CNN Strategy for Computer-aided Diagnosis in Intracerebral Hemorrhage. Multilingual Dialogue Generation with Shared-Private Memory. Progressive Cluster Purification for Transductive Few-shot Learning. On the Generalization Properties of Minimum-norm Solutions for Over-parameterized Neural Network Models. Learning Hybrid Representati …

Paper Group ANR 51

January 31, 2020

SpliceRadar: A Learned Method For Blind Image Forensics. Explaining Classifiers with Causal Concept Effect (CaCE). Object Reachability via Swaps under Strict and Weak Preferences. Designing Style Matching Conversational Agents. Convolutional Dictionary Pair Learning Network for Image Representation Learning. Physics-Informed Machine Learning Models …

Paper Group AWR 378

January 31, 2020

Preference-based Interactive Multi-Document Summarisation. Convolutional neural network models for cancer type prediction based on gene expression. Deep Interpretable Non-Rigid Structure from Motion. A Multi-cascaded Deep Model for Bilingual SMS Classification. An Open-Source Framework for Adaptive Traffic Signal Control. Black is to Criminal as Ca …

Paper Group ANR 203

January 30, 2020

Environment reconstruction on depth images using Generative Adversarial Networks. Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. Constructing Gradient Controllable Recurrent Neural Networks Using Hamiltonian Dynamics. Optimizing Millions of Hyperparameters by Implicit Differentiation. Two-St …

Paper Group ANR 224

January 30, 2020

High Dimensional M-Estimation with Missing Outcomes: A Semi-Parametric Framework. Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation. Edge-Aware Deep Image Deblurring. Efficient Neural Network Approaches for Leather Defect Classification. Enhanced Convolutional Neural Tangent Kernels. Breast Cancer Diagnosis by Higher-Orde …

Paper Group ANR 225

January 30, 2020

A Deep, Forgetful Novelty-Seeking Movie Recommender Model. Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare. A Convergence Proof of Projected Fast Iterative Soft-thresholding Algorithm for Parallel Magnetic Resonance Imaging. Multiple-Kernel Dictionary Learning for Reconstruction and Clustering of Unseen Multivariate Time-series …

Paper Group ANR 226

January 30, 2020

DROGON: A Causal Reasoning Framework for Future Trajectory Forecast. Multi-Layer Softmaxing during Training Neural Machine Translation for Flexible Decoding with Fewer Layers. Dictionary learning approach to monitoring of wind turbine drivetrain bearings. Speech Sentiment Analysis via Pre-trained Features from End-to-end ASR Models. PhysGAN: Genera …

Paper Group ANR 229

January 30, 2020

Automatic microscopic cell counting by use of deeply-supervised density regression model. Visual search and recognition for robot task execution and monitoring. Multi-Agent Reinforcement Learning with Multi-Step Generative Models. On Convex Duality in Linear Inverse Problems. SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Predicti …

Paper Group ANR 251

January 30, 2020

Modelling curvature of a bent paper leaf. Generating High-Resolution Fashion Model Images Wearing Custom Outfits. Active Learning for Network Intrusion Detection. VFNet: A Convolutional Architecture for Accent Classification. GraphZoom: A multi-level spectral approach for accurate and scalable graph embedding. On Network Embedding for Machine Learn …

Paper Group ANR 263

January 30, 2020

Extreme Language Model Compression with Optimal Subwords and Shared Projections. Simultaneous Subspace Clustering and Cluster Number Estimating based on Triplet Relationship. SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads. Prediction with Unpredictable Feature Evolution. Permutation-invariant Feature Restructurin …

Paper Group ANR 299

January 30, 2020

Minimizing Perceived Image Quality Loss Through Adversarial Attack Scoping. Learn to Allocate Resources in Vehicular Networks. Adversarial Attacks against Deep Saliency Models. A Machine Learning Approach to Comment Toxicity Classification. SEGAN: Structure-Enhanced Generative Adversarial Network for Compressed Sensing MRI Reconstruction. Deep Clos …

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 433

January 30, 2020

Deep Sparse Coding for Non-Intrusive Load Monitoring. Clustering Uncertain Data via Representative Possible Worlds with Consistency Learning. Resource production of written forms of Sign Languages by a user-centered editor, SWift (SignWriting improved fast transcriber). Intelligent Systems Design for Malware Classification Under Adversarial Conditi …

Paper Group ANR 454

January 30, 2020

Meta Reasoning over Knowledge Graphs. Convolutional dictionary learning based auto-encoders for natural exponential-family distributions. Robust and interpretable blind image denoising via bias-free convolutional neural networks. An Empirical Study on Leveraging Scene Graphs for Visual Question Answering. Practical Hidden Voice Attacks against Spee …

Paper Group ANR 478

January 30, 2020

Complement Face Forensic Detection and Localization with FacialLandmarks. Knowledge Flow: Improve Upon Your Teachers. Solving Dynamic Multi-objective Optimization Problems Using Incremental Support Vector Machine. First Analysis of Local GD on Heterogeneous Data. Towards DeepSpray: Using Convolutional Neural Network to post-process Shadowgraphy Ima …

Paper Group ANR 551

January 29, 2020

Label Super Resolution with Inter-Instance Loss. Virtual Adversarial Training on Graph Convolutional Networks in Node Classification. MixModule: Mixed CNN Kernel Module for Medical Image Segmentation. Identifying Malicious Web Domains Using Machine Learning Techniques with Online Credibility and Performance Data. Persuasion for Good: Towards a Pers …

Paper Group ANR 614

January 29, 2020

Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses. Blind Denoising Autoencoder. DynamoNet: Dynamic Action and Motion Network. Automatic Model Selection for Neural Networks. Twitter Sentiment Analysis using Distributed Word and Sentence Representation. Social Attention for Autonomous Decision-Making in Dense Traffic. Top …

Paper Group ANR 691

January 29, 2020

Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems. Co-Attentive Cross-Modal Deep Learning for Medical Evidence Synthesis and Decision Making. Keyhole Imaging: Non-Line-of-Sight Imaging and Tracking of Moving Objects Along a Single Optical Path at Long Standoff Distances. Deep-learning PDEs with unlabe …

Paper Group ANR 766

January 29, 2020

A Critical Analysis of Biased Parsers in Unsupervised Parsing. Smooth Adversarial Examples. Non-negative representation based discriminative dictionary learning for face recognition. Inductive Guided Filter: Real-time Deep Image Matting with Weakly Annotated Masks on Mobile Devices. From Observability to Significance in Distributed Information Syst …