Named Entity Recognition

Paper Group AWR 1

Paper Group AWR 1

July 30, 2019

Online Learning Rate Adaptation with Hypergradient Descent. Decoupled Weight Decay Regularization. Learning with Opponent-Learning Awareness. End-to-end Recurrent Neural Network Models for Vietnamese Named Entity Recognition: Word-level vs. Character-level. An Ensemble Deep Learning Based Approach for Red Lesion Detection in Fundus Images. One Mode …
Paper Group AWR 19

Paper Group AWR 19

July 30, 2019

DeepCorrect: Correcting DNN models against Image Distortions. TensorLayer: A Versatile Library for Efficient Deep Learning Development. First-Person Hand Action Benchmark with RGB-D Videos and 3D Hand Pose Annotations. PixColor: Pixel Recursive Colorization. Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth. H …
Paper Group AWR 2

Paper Group AWR 2

July 30, 2019

Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition. Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network. Universal Style Transfer via Feature Transforms. Hashing as Tie-Aware Learning to Rank. Reconstructing Subject-Specific Effect Maps. MIHash: …
Paper Group AWR 21

Paper Group AWR 21

July 30, 2019

THUMT: An Open Source Toolkit for Neural Machine Translation. AMC: Attention guided Multi-modal Correlation Learning for Image Search. Data-Driven Sparse Structure Selection for Deep Neural Networks. Speech-Based Visual Question Answering. Second-Order Word Embeddings from Nearest Neighbor Topological Features. Parameter Space Noise for Exploration …
Paper Group AWR 3

Paper Group AWR 3

July 30, 2019

Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions. ReBNet: Residual Binarized Neural Network. A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions. Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis. Adversarial PoseNet: A …
Paper Group AWR 61

Paper Group AWR 61

July 30, 2019

Online Spatial Concept and Lexical Acquisition with Simultaneous Localization and Mapping. Checkerboard artifact free sub-pixel convolution: A note on sub-pixel convolution, resize convolution and convolution resize. Training a Subsampling Mechanism in Expectation. Deep Active Learning for Named Entity Recognition. Appearance-and-Relation Networks …
Paper Group AWR 64

Paper Group AWR 64

July 30, 2019

Hello Edge: Keyword Spotting on Microcontrollers. DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples. Count-ception: Counting by Fully Convolutional Redundant Counting. Human Pose Regression by Combining Indirect Part Detection and Contextual Information. Cross-Language Learning for Program Classification using …
Paper Group AWR 72

Paper Group AWR 72

July 30, 2019

Hidden Community Detection in Social Networks. Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes. Learning Fashion Compatibility with Bidirectional LSTMs. Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks. Emotion Recognition in the Wild using …
Paper Group ANR 152

Paper Group ANR 152

July 29, 2019

Video Salient Object Detection Using Spatiotemporal Deep Features. Discovering Visual Concept Structure with Sparse and Incomplete Tags. Multi-modal analysis of genetically-related subjects using SIFT descriptors in brain MRI. Mining Object Parts from CNNs via Active Question-Answering. Pre-training Attention Mechanisms. Learning to Detect Human-Ob …
Paper Group ANR 36

Paper Group ANR 36

July 29, 2019

A New 3D Segmentation Technique for QCT Scans of the Lumbar Spine to Determine BMD and Vertebral Geometry. Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media. Multi-level Feedback Web Links Selection Problem: Learning and Optimization. TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classifi …
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 57

Paper Group ANR 57

July 29, 2019

Multiple VLAD encoding of CNNs for image classification. Evaluating Graph Signal Processing for Neuroimaging Through Classification and Dimensionality Reduction. Video retrieval based on deep convolutional neural network. Product Manifold Filter: Non-Rigid Shape Correspondence via Kernel Density Estimation in the Product Space. Cooperative Epistemi …
Paper Group ANR 71

Paper Group ANR 71

July 29, 2019

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules. Understanding Negations in Information Processing: Learning from Replicating Human Behavior. Anomaly Detection in Hierarchical Data Streams under Unknown Models. Fundamental Conditions for Low-CP-Rank Tensor Completion. Named Entity Evolution Analysis on Wi …
Paper Group AWR 103

Paper Group AWR 103

July 29, 2019

One-Shot Learning for Semantic Segmentation. RED: Reinforced Encoder-Decoder Networks for Action Anticipation. End-to-end Learning of Deterministic Decision Trees. Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2. Detecting and Recognizing Human-Object Interactions. Interpretability Beyond Feature Attribution: Quantitative …
Paper Group AWR 118

Paper Group AWR 118

July 29, 2019

NestedNet: Learning Nested Sparse Structures in Deep Neural Networks. On the choice of the low-dimensional domain for global optimization via random embeddings. Online Multiclass Boosting. Reinforcement Learning for Pivoting Task. EAST: An Efficient and Accurate Scene Text Detector. Limited-Memory Matrix Adaptation for Large Scale Black-box Optimiz …
Paper Group AWR 132

Paper Group AWR 132

July 29, 2019

SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine. DeepChess: End-to-End Deep Neural Network for Automatic Learning in Chess. Fast Information-theoretic Bayesian Optimisation. Massive Exploration of Neural Machine Translation Architectures. Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identific …
Paper Group AWR 133

Paper Group AWR 133

July 29, 2019

Graph Convolutional Networks for Named Entity Recognition. PasMoQAP: A Parallel Asynchronous Memetic Algorithm for solving the Multi-Objective Quadratic Assignment Problem. SchNet: A continuous-filter convolutional neural network for modeling quantum interactions. Differentially Private Database Release via Kernel Mean Embeddings. Graph learning un …
Paper Group AWR 138

Paper Group AWR 138

July 29, 2019

Robust Multilingual Named Entity Recognition with Shallow Semi-Supervised Features. Poisson–Gamma Dynamical Systems. An Implementation of Faster RCNN with Study for Region Sampling. Learning Sparse Neural Networks through $L_0$ Regularization. Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks. Spatial Memory …
Paper Group AWR 150

Paper Group AWR 150

July 29, 2019

Predicting the Driver’s Focus of Attention: the DR(eye)VE Project. A Crowd-Annotated Spanish Corpus for Humor Analysis. Discriminative models for multi-instance problems with tree-structure. Person Transfer GAN to Bridge Domain Gap for Person Re-Identification. Convolutional Image Captioning. FoldingNet: Point Cloud Auto-encoder via Deep Grid Defor …
Paper Group AWR 193

Paper Group AWR 193

July 29, 2019

Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction Approach. Deep Image Harmonization. Semi-supervised sequence tagging with bidirectional language models. Implicit Weight Uncertainty in Neural Networks. Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition. The Impact of Random Models on C …
Paper Group AWR 198

Paper Group AWR 198

July 29, 2019

Application of Multi-channel 3D-cube Successive Convolution Network for Convective Storm Nowcasting. A Morphology-aware Network for Morphological Disambiguation. An Empirical Analysis of Feature Engineering for Predictive Modeling. Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition. CRF Autoencoder …
Paper Group AWR 78

Paper Group AWR 78

July 29, 2019

Statistics of Deep Generated Images. P-Tree Programming. Automatic Mapping of NES Games with Mappy. Joint Deep Modeling of Users and Items Using Reviews for Recommendation. Empower Sequence Labeling with Task-Aware Neural Language Model. Lenient Multi-Agent Deep Reinforcement Learning. Attentive Generative Adversarial Network for Raindrop Removal f …
Paper Group AWR 95

Paper Group AWR 95

July 29, 2019

Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification. Prosodic Features from Large Corpora of Child-Directed Speech as Predictors of the Age of Acquisition of Words. Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation. Sequence-to-Sequence Models …
Paper Group AWR 98

Paper Group AWR 98

July 29, 2019

Nighttime sky/cloud image segmentation. Minimizing Supervision for Free-space Segmentation. Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering. Detecting and Explaining Causes From Text For a Time Series Event. Exploring text datasets by visualizing relevant words. Detecting Visual Relationships with Deep Relational …
Paper Group ANR 167

Paper Group ANR 167

July 28, 2019

Marginal likelihood based model comparison in Fuzzy Bayesian Learning. RedDwarfData: a simplified dataset of StarCraft matches. Parallel Active Subspace Decomposition for Scalable and Efficient Tensor Robust Principal Component Analysis. Learning High Dynamic Range from Outdoor Panoramas. A Machine Learning Approach to Modeling Human Migration. Fas …
Paper Group ANR 186

Paper Group ANR 186

July 28, 2019

Supervised Learning of Labeled Pointcloud Differences via Cover-Tree Entropy Reduction. The Importance of Automatic Syntactic Features in Vietnamese Named Entity Recognition. Graph Classification via Deep Learning with Virtual Nodes. InverseFaceNet: Deep Monocular Inverse Face Rendering. Adaptive kNN using Expected Accuracy for Classification of Ge …
Paper Group ANR 220

Paper Group ANR 220

July 28, 2019

Dialectical Multispectral Classification of Diffusion-Weighted Magnetic Resonance Images as an Alternative to Apparent Diffusion Coefficients Maps to Perform Anatomical Analysis. LogitBoost autoregressive networks. A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity. Optimizing Quantum Models of Classical Chan …
Paper Group ANR 274

Paper Group ANR 274

July 28, 2019

Identifying First-person Camera Wearers in Third-person Videos. Structured Set Matching Networks for One-Shot Part Labeling. Partial Knowledge In Embeddings. Multitask diffusion adaptation over networks with common latent representations. Structural Embedding of Syntactic Trees for Machine Comprehension. Improving the Performance of Online Neural T …