Document Classification

Paper Group AWR 41

Paper Group AWR 41

July 30, 2019

Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis. Kernalised Multi-resolution Convnet for Visual Tracking. Neural Question Generation from Text: A Preliminary Study. An Analysis of Parallelized Motion Masking Using Dual-Mode Single Gaussian Models. Towards Principled Methods for Training …
Paper Group AWR 53

Paper Group AWR 53

July 30, 2019

A physical model for efficient ranking in networks. Room for improvement in automatic image description: an error analysis. Autoencoder Node Saliency: Selecting Relevant Latent Representations. Learned Optimizers that Scale and Generalize. DANCin SEQ2SEQ: Fooling Text Classifiers with Adversarial Text Example Generation. Predicting Pairwise Relatio …
Paper Group AWR 68

Paper Group AWR 68

July 30, 2019

Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations. Flow: A Modular Learning Framework for Autonomy in Traffic. Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs. On the Expressive Power of Overlapping Architectures of De …
Paper Group AWR 7

Paper Group AWR 7

July 30, 2019

Multimodal Word Distributions. Space-Time Graph Modeling of Ride Requests Based on Real-World Data. DGM: A deep learning algorithm for solving partial differential equations. Road Extraction by Deep Residual U-Net. mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions. Neural Optimizer Search with Reinforcement L …
Paper Group AWR 76

Paper Group AWR 76

July 30, 2019

Designing and building the mlpack open-source machine learning library. Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling. LSTM Pose Machines. A Batch Learning Framework for Scalable Personalized Ranking. How consistent is my model with the data? Information-Theoretic Model Check. The implementation of a Deep Recur …
Paper Group ANR 1

Paper Group ANR 1

July 29, 2019

A PatchMatch-based Dense-field Algorithm for Video Copy-Move Detection and Localization. Using the SLEUTH urban growth model to simulate the impacts of future policy scenarios on urban land use in the Tehran metropolitan area in Iran. MEBoost: Variable Selection in the Presence of Measurement Error. NAG: Network for Adversary Generation. Multi-arme …
Paper Group ANR 105

Paper Group ANR 105

July 29, 2019

Capturing the diversity of biological tuning curves using generative adversarial networks. A Formal Characterization of the Local Search Topology of the Gap Heuristic. Automatic Selection of t-SNE Perplexity. Unsupervised Learning for Color Constancy. Adaptive Estimation in Structured Factor Models with Applications to Overlapping Clustering. The I …
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 77

Paper Group ANR 77

July 29, 2019

Rank of Experts: Detection Network Ensemble. Enhanced Attacks on Defensively Distilled Deep Neural Networks. Czech Text Document Corpus v 2.0. Wide-Residual-Inception Networks for Real-time Object Detection. Multi-shot Pedestrian Re-identification via Sequential Decision Making. Stochastic L-BFGS: Improved Convergence Rates and Practical Accelerati …
Paper Group AWR 130

Paper Group AWR 130

July 29, 2019

Zoom Out-and-In Network with Recursive Training for Object Proposal. Structured Attentions for Visual Question Answering. Multilingual Hierarchical Attention Networks for Document Classification. Neural Ctrl-F: Segmentation-free Query-by-String Word Spotting in Handwritten Manuscript Collections. On the Automatic Generation of Medical Imaging Repor …
Paper Group AWR 148

Paper Group AWR 148

July 29, 2019

Neural Discrete Representation Learning. Geometric Insights into Support Vector Machine Behavior using the KKT Conditions. Robust Estimation of Similarity Transformation for Visual Object Tracking. Kapre: On-GPU Audio Preprocessing Layers for a Quick Implementation of Deep Neural Network Models with Keras. Multi-view Low-rank Sparse Subspace Cluste …
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 172

Paper Group AWR 172

July 29, 2019

Billion-scale similarity search with GPUs. Finite Sample Guarantees for PCA in Non-Isotropic and Data-Dependent Noise. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks. CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. Orthogonal Recurrent Neural Networks with Scaled Cayley Transform. Gr …
Paper Group AWR 188

Paper Group AWR 188

July 29, 2019

Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks. A Unified Approach to Interpreting Model Predictions. KATE: K-Competitive Autoencoder for Text. Backtracking Regression Forests for Accurate Camera Relocalization. ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Lo …
Paper Group ANR 189

Paper Group ANR 189

July 28, 2019

Algorithms and Architecture for Real-time Recommendations at News UK. Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions. On the Performance of Forecasting Models in the Presence of Input Uncertainty. Feature Studies to Inform the Classification of Depressive Symptoms from Twitter Data for Population Health. Re …
Paper Group ANR 197

Paper Group ANR 197

July 28, 2019

Building a Semantic Role Labelling System for Vietnamese. Bayesian Recurrent Neural Network Models for Forecasting and Quantifying Uncertainty in Spatial-Temporal Data. Deep Graph Attention Model. Non-Euclidean Conditional Expectation and Filtering. Towards End-to-End Face Recognition through Alignment Learning. Towards Learned Clauses Database Red …
Paper Group ANR 264

Paper Group ANR 264

July 28, 2019

Learning Concept Embeddings for Efficient Bag-of-Concepts Densification. End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. General AI Challenge - Round One: Gradual Learning. Modeling Latent Attention Within Neural Networks. A Robust Multi-Batch L-BFGS Method for Machine Learn …
Paper Group ANR 289

Paper Group ANR 289

July 28, 2019

Mobile Quantification and Therapy Course Tracking for Gait Rehabilitation. Low-Resource Neural Headline Generation. Generalized Rank Pooling for Activity Recognition. Information-Theoretic Representation Learning for Positive-Unlabeled Classification. An Adaptivity Hierarchy Theorem for Property Testing. LEARN: Learned Experts’ Assessment-based Rec …
Paper Group ANR 290

Paper Group ANR 290

July 28, 2019

A Parameter-Free Learning Automaton Scheme. Rapid Probabilistic Interest Learning from Domain-Specific Pairwise Image Comparisons. Neural Graph Machines: Learning Neural Networks Using Graphs. Lower Bound On the Computational Complexity of Discounted Markov Decision Problems. Path-Based Attention Neural Model for Fine-Grained Entity Typing. Exploit …
Paper Group ANR 361

Paper Group ANR 361

July 28, 2019

High-Resolution Shape Completion Using Deep Neural Networks for Global Structure and Local Geometry Inference. Detecting Off-topic Responses to Visual Prompts. Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling. How deep learning works –The geometry of deep learning. Supervised Typing of Big Graphs using Semanti …
Paper Group ANR 561

Paper Group ANR 561

July 27, 2019

Combining Bayesian Approaches and Evolutionary Techniques for the Inference of Breast Cancer Networks. Meta Inverse Reinforcement Learning via Maximum Reward Sharing for Human Motion Analysis. Review. Machine learning techniques for traffic sign detection. PCA-Initialized Deep Neural Networks Applied To Document Image Analysis. Equivalence Between …
Paper Group ANR 680

Paper Group ANR 680

July 27, 2019

Investigation of Using VAE for i-Vector Speaker Verification. On the Local Structure of Stable Clustering Instances. A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms. Diversified Texture Synthesis with Feed-forward Networks. Nonnegative Restricted Boltzmann Machines for Parts-based Representations Discovery and Pre …
Paper Group ANR 708

Paper Group ANR 708

July 27, 2019

A Well-Tempered Landscape for Non-convex Robust Subspace Recovery. Zeroth Order Nonconvex Multi-Agent Optimization over Networks. DeepPermNet: Visual Permutation Learning. Direction-aware Spatial Context Features for Shadow Detection. Learning a Unified Control Policy for Safe Falling. A+D Net: Training a Shadow Detector with Adversarial Shadow Att …
Paper Group NANR 110

Paper Group NANR 110

July 26, 2019

CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects. Arabic Dialect Identification Using iVectors and ASR Transcripts. Proceedings of the 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis. Compositionality for perceptual classification. Ex …
Paper Group NANR 119

Paper Group NANR 119

July 26, 2019

On orthogonality and learning RNNs with long term dependencies. Proceedings of the 2nd Workshop on the Use of Computational Methods in the Study of Endangered Languages. Document retrieval and question answering in medical documents. A large-scale corpus challenge.. Rule-based Machine translation from English to Finnish. EUDAMU at SemEval-2017 Task …
Paper Group NANR 122

Paper Group NANR 122

July 26, 2019

Behind the Scenes of an Evolving Event Cloze Test. Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams. How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers. Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based …
Paper Group NANR 132

Paper Group NANR 132

July 26, 2019

Unsupervised Aspect Term Extraction with B-LSTM & CRF using Automatically Labelled Datasets. k-Support and Ordered Weighted Sparsity for Overlapping Groups: Hardness and Algorithms. Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings. Lexical Simplification with the Deep Structured Similarity Model. …
Paper Group NANR 134

Paper Group NANR 134

July 26, 2019

Exploring Variation of Natural Human Commands to a Robot in a Collaborative Navigation Task. Parametric Simplex Method for Sparse Learning. ``Deep’’ Learning : Detecting Metaphoricity in Adjective-Noun Pairs. Modeling Communicative Purpose with Functional Style: Corpus and Features for German Genre and Register Analysis. Analysing the Causes of Dep …