Node Classification

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 26

Paper Group AWR 26

July 30, 2019

Generalized orderless pooling performs implicit salient matching. On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset. Deep Expander Networks: Efficient Deep Networks from Graph Theory. A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion. Towards A Ri …
Paper Group AWR 59

Paper Group AWR 59

July 30, 2019

Tracking for Half an Hour. Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective. SuperPoint: Self-Supervised Interest Point Detection and Description. A Low-Cost Ethics Shaping Approach for Designing Reinforcement Learning Agents. DropIn: Making Reservoir Computing Neural Networks Robust to Missing In …
Paper Group AWR 73

Paper Group AWR 73

July 30, 2019

Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning. Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks. Active Learning for Graph Embedding. Encouraging LSTMs to Anticipate Actions Very Early. Localizing Moments in Video with Natural Language. Globally-Optimal Inlier Set Maximisation fo …
Paper Group ANR 58

Paper Group ANR 58

July 29, 2019

Hyperparameters Optimization in Deep Convolutional Neural Network / Bayesian Approach with Gaussian Process Prior. Solving the Resource Constrained Project Scheduling Problem Using the Parallel Tabu Search Designed for the CUDA Platform. Generative Adversarial Networks for Electronic Health Records: A Framework for Exploring and Evaluating Methods …
Paper Group AWR 108

Paper Group AWR 108

July 29, 2019

Social Emotion Mining Techniques for Facebook Posts Reaction Prediction. Asymmetric Variational Autoencoders. When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach. Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?. Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting. …
Paper Group AWR 123

Paper Group AWR 123

July 29, 2019

Practical Bayesian Optimization for Variable Cost Objectives. Neural Message Passing for Quantum Chemistry. DOTA: A Large-scale Dataset for Object Detection in Aerial Images. Lifelong Generative Modeling. Artistic style transfer for videos and spherical images. A probabilistic and multi-objective analysis of lexicase selection and epsilon-lexicase …
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 139

Paper Group AWR 139

July 29, 2019

FSSD: Feature Fusion Single Shot Multibox Detector. Enhancement of SSD by concatenating feature maps for object detection. SRN: Side-output Residual Network for Object Symmetry Detection in the Wild. Learning a Rotation Invariant Detector with Rotatable Bounding Box. An adaptive prefix-assignment technique for symmetry reduction. CayleyNets: Graph …
Paper Group AWR 169

Paper Group AWR 169

July 29, 2019

Neural Models for Sequence Chunking. WESPE: Weakly Supervised Photo Enhancer for Digital Cameras. StreetStyle: Exploring world-wide clothing styles from millions of photos. Geometric Dimensionality Reduction for Subsequent Classification. jsCoq: Towards Hybrid Theorem Proving Interfaces. Deep Shape Matching. A Unified Approach of Multi-scale Deep a …
Paper Group AWR 173

Paper Group AWR 173

July 29, 2019

RON: Reverse Connection with Objectness Prior Networks for Object Detection. Recent Trends in Deep Learning Based Natural Language Processing. Causal Effect Inference with Deep Latent-Variable Models. Joint Maximum Purity Forest with Application to Image Super-Resolution. Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outpu …
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 ANR 179

Paper Group ANR 179

July 28, 2019

Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients. Algorithmic learning of probability distributions from random data in the limit. Efficient Compression Technique for Sparse Sets. Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer. What do We Learn by Semantic Scene Under …
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 292

Paper Group ANR 292

July 28, 2019

Applications of Deep Learning and Reinforcement Learning to Biological Data. A Connectedness Constraint for Learning Sparse Graphs. Large-Scale Classification of Structured Objects using a CRF with Deep Class Embedding. A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity. Learning to Generate Time-Lapse Videos Us …
Paper Group ANR 417

Paper Group ANR 417

July 28, 2019

Nonparametric Shape-restricted Regression. Learning Sparse Graphs for Prediction and Filtering of Multivariate Data Processes. On The Projection Operator to A Three-view Cardinality Constrained Set. An Extremal Optimization approach to parallel resonance constrained capacitor placement problem. Implicit Manifold Learning on Generative Adversarial N …
Paper Group ANR 471

Paper Group ANR 471

July 27, 2019

Y-net: 3D intracranial artery segmentation using a convolutional autoencoder. Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries. UAV and Service Robot Coordination for Indoor Object Search Tasks. Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resoluti …
Paper Group ANR 554

Paper Group ANR 554

July 27, 2019

Identification of Probabilities. Multi-Task Learning of Keyphrase Boundary Classification. Automatic Estimation of Ice Bottom Surfaces from Radar Imagery. Recurrent Segmentation for Variable Computational Budgets. Cosmological model discrimination with Deep Learning. Boosting Dilated Convolutional Networks with Mixed Tensor Decompositions. Graph Co …
Paper Group ANR 571

Paper Group ANR 571

July 27, 2019

A Survey of Structure from Motion. From Review to Rating: Exploring Dependency Measures for Text Classification. Houdini: Fooling Deep Structured Prediction Models. Exponential error rates of SDP for block models: Beyond Grothendieck’s inequality. Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast …
Paper Group ANR 735

Paper Group ANR 735

July 27, 2019

Structure Learning of $H$-colorings. Monocular Navigation in Large Scale Dynamic Environments. Pyramidal Gradient Matching for Optical Flow Estimation. Crowdsourcing Predictors of Residential Electric Energy Usage. On Quadratic Convergence of DC Proximal Newton Algorithm for Nonconvex Sparse Learning in High Dimensions. Ensemble Classifier for Eye …
Paper Group ANR 741

Paper Group ANR 741

July 27, 2019

Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking. Few-Shot Adversarial Domain Adaptation. Exploring Human-like Attention Supervision in Visual Question Answering. Network Vector: Distributed Representations of Networks with Global Context. Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation …
Paper Group ANR 755

Paper Group ANR 755

July 26, 2019

Bayesian System Identification based on Hierarchical Sparse Bayesian Learning and Gibbs Sampling with Application to Structural Damage Assessment. Representation Learning for Scale-free Networks. OBJ2TEXT: Generating Visually Descriptive Language from Object Layouts. Foreign-language Reviews: Help or Hindrance?. Modeling Musical Context with Word2v …
Paper Group NANR 190

Paper Group NANR 190

July 26, 2019

The RWTH Aachen University English-German and German-English Machine Translation System for WMT 2017. Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario. ResSim at SemEval-2017 Task 1: Multilingual Word Representations for Semantic Textual Similarity. SEF@UHH at SemEval-2017 Task 1: Unsupervised Knowledge-Free Semantic Textual S …
Paper Group NAWR 5

Paper Group NAWR 5

July 26, 2019

RDF2Vec: RDF Graph Embeddings and Their Applications. Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons. Context Selection for Embedding Models. Image Super-Resolution via Deep Recursive Residual Network. Instance Weighting for Neural Machine Translation Domain Adaptation. Leveraging Linguistic Structures for Na …