Language Modelling

Paper Group AWR 162

Paper Group AWR 162

July 29, 2019

Active Bias: Training More Accurate Neural Networks by Emphasizing High Variance Samples. Cross-View Image Matching for Geo-localization in Urban Environments. Particle Clustering Machine: A Dynamical System Based Approach. On the State of the Art of Evaluation in Neural Language Models. Accurate Pulmonary Nodule Detection in Computed Tomography Im …
Paper Group AWR 163

Paper Group AWR 163

July 29, 2019

PageNet: Page Boundary Extraction in Historical Handwritten Documents. STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset. 3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks. Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness. DualGAN: Unsupervised Dual Learning for Image- …
Paper Group AWR 164

Paper Group AWR 164

July 29, 2019

Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples. Enhanced Neural Machine Translation by Learning from Draft. Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. A Generative Model of People in Clothing. LR-GAN: Layered Recursive Generative Adversarial Networks for Image Genera …
Paper Group AWR 165

Paper Group AWR 165

July 29, 2019

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm. Predicting readmission risk from doctors’ notes. GaKCo: a Fast GApped k-mer string Kernel using COunting. CARLA: An Open Urban Driving Simulator. Enhancing Person Re-identification in a Self-trained Subspace. Deep-Person: Learning Discriminative Deep Features fo …
Paper Group AWR 170

Paper Group AWR 170

July 29, 2019

Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones. LSTM Fully Convolutional Networks for Time Series Classification. Morphable Face Models - An Open Framework. High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks. Listen, Interact and Talk: Learning to Speak via Interaction. Robust importance-weigh …
Paper Group AWR 177

Paper Group AWR 177

July 29, 2019

CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks. Transition-Based Generation from Abstract Meaning Representations. Reinforcement Learning via Recurrent Convolutional Neural Networks. Analogs of Linguistic Structure in Deep Representations. Character-based Joint Segmentation and POS Tagging for C …
Paper Group AWR 179

Paper Group AWR 179

July 29, 2019

Language Bootstrapping: Learning Word Meanings From Perception-Action Association. Reconstructing Video from Interferometric Measurements of Time-Varying Sources. Adversarial Sets for Regularising Neural Link Predictors. SAM: Semantic Attribute Modulation for Language Modeling and Style Variation. OptNet: Differentiable Optimization as a Layer in N …
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 194

Paper Group AWR 194

July 29, 2019

Efficient Policy Learning. Bayesian Optimization for Probabilistic Programs. Dendritic error backpropagation in deep cortical microcircuits. Reinforcement Learning with Deep Energy-Based Policies. Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary. A Comparison of Audio Signal Preprocessing Methods for Deep Neural Networ …
Paper Group AWR 203

Paper Group AWR 203

July 29, 2019

Data Augmentation of Spectral Data for Convolutional Neural Network (CNN) Based Deep Chemometrics. Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning. Inertial Odometry on Handheld Smartphones. TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals. Deep Forecast: Deep Learning-based Spatio-Temporal Foreca …
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 88

Paper Group AWR 88

July 29, 2019

Steganographic Generative Adversarial Networks. Group-level Emotion Recognition using Transfer Learning from Face Identification. Deep Learning for Patient-Specific Kidney Graft Survival Analysis. libact: Pool-based Active Learning in Python. Fast Single-Class Classification and the Principle of Logit Separation. DropMax: Adaptive Variational Softm …
Paper Group AWR 97

Paper Group AWR 97

July 29, 2019

The low-rank hurdle model. Efficient Natural Language Response Suggestion for Smart Reply. Semantic Preserving Embeddings for Generalized Graphs. Deep Complex Networks. Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach. Efficient Parallel Translating Embedding For Knowledge Graphs. Benchmarking Single Image Dehazing and Bey …
Paper Group ANR 177

Paper Group ANR 177

July 28, 2019

Existence versus Exploitation: The Opacity of Backbones and Backdoors Under a Weak Assumption. Lexical representation explains cortical entrainment during speech comprehension. Learning Neural Networks with Two Nonlinear Layers in Polynomial Time. Multi-Label Zero-Shot Human Action Recognition via Joint Latent Ranking Embedding. Concentration Bound …
Paper Group ANR 178

Paper Group ANR 178

July 28, 2019

Acceleration and Averaging in Stochastic Mirror Descent Dynamics. Beyond Grand Theft Auto V for Training, Testing and Enhancing Deep Learning in Self Driving Cars. Attacking Automatic Video Analysis Algorithms: A Case Study of Google Cloud Video Intelligence API. A Comment on “Analysis of Video Image Sequences Using Point and Line Correspondences”. …
Paper Group ANR 193

Paper Group ANR 193

July 28, 2019

Railway Track Specific Traffic Signal Selection Using Deep Learning. Creating and Characterizing a Diverse Corpus of Sarcasm in Dialogue. Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis. Probabilistic Synchronous Parallel. Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities. Sparse Markov Dec …
Paper Group ANR 199

Paper Group ANR 199

July 28, 2019

PointFusion: Deep Sensor Fusion for 3D Bounding Box Estimation. Zoom-in-Net: Deep Mining Lesions for Diabetic Retinopathy Detection. Bootstrapping Labelled Dataset Construction for Cow Tracking and Behavior Analysis. Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery. Do Neural Nets Learn Statistical Laws behind Natura …
Paper Group ANR 207

Paper Group ANR 207

July 28, 2019

On denoising autoencoders trained to minimise binary cross-entropy. Relaxing Exclusive Control in Boolean Games. Learning to Compute Word Embeddings On the Fly. Is China Entering WTO or shijie maoyi zuzhi–a Corpus Study of English Acronyms in Chinese Newspapers. Feasibility of Corneal Imaging for Handheld Augmented Reality. Distribution of Gaussia …
Paper Group ANR 211

Paper Group ANR 211

July 28, 2019

An Attention-Based Deep Net for Learning to Rank. Image Segmentation of Multi-Shaped Overlapping Objects. Topology Analysis of International Networks Based on Debates in the United Nations. Kernel Scaling for Manifold Learning and Classification. Batch Reinforcement Learning on the Industrial Benchmark: First Experiences. Long-Term Ensemble Learnin …
Paper Group ANR 216

Paper Group ANR 216

July 28, 2019

A Generalized Motion Pattern and FCN based approach for retinal fluid detection and segmentation. Multi-Label Learning with Label Enhancement. Language Modeling with Highway LSTM. AI, Native Supercomputing and The Revival of Moore’s Law. Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning. Interpreting Classifiers throug …
Paper Group ANR 218

Paper Group ANR 218

July 28, 2019

Suggestive Annotation: A Deep Active Learning Framework for Biomedical Image Segmentation. Independence clustering (without a matrix). SUNNY-CP and the MiniZinc Challenge. Mondrian Processes for Flow Cytometry Analysis. A Framework for Dynamic Image Sampling Based on Supervised Learning (SLADS). Long Short-Term Memory (LSTM) networks with jet const …
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 223

Paper Group ANR 223

July 28, 2019

Towards Language-Universal End-to-End Speech Recognition. Metric Learning-based Generative Adversarial Network. Global Entity Ranking Across Multiple Languages. Stopping GAN Violence: Generative Unadversarial Networks. Application of Fuzzy Logic in Design of Smart Washing Machine. Convolutional Attention-based Seq2Seq Neural Network for End-to-End …
Paper Group ANR 228

Paper Group ANR 228

July 28, 2019

Online Distributed Learning Over Networks in RKH Spaces Using Random Fourier Features. Counterfactual Language Model Adaptation for Suggesting Phrases. Synthetic Database for Evaluation of General, Fundamental Biometric Principles. License Plate Detection and Recognition Using Deeply Learned Convolutional Neural Networks. An Optimal Online Method o …
Paper Group ANR 255

Paper Group ANR 255

July 28, 2019

Gated Recurrent Neural Tensor Network. Visual-Interactive Similarity Search for Complex Objects by Example of Soccer Player Analysis. A Generalised Directional Laplacian Distribution: Estimation, Mixture Models and Audio Source Separation. A New 3D Segmentation Methodology for Lumbar Vertebral Bodies for the Measurement of BMD and Geometry. Mathema …
Paper Group ANR 262

Paper Group ANR 262

July 28, 2019

Simulating Structure-from-Motion. Effect of Super Resolution on High Dimensional Features for Unsupervised Face Recognition in the Wild. Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests. Neural Networks for Text Correction and Completion in Keyboard Decoding. Biometrics-as-a-Service: A Framework to Promote Innovative Biometri …
Paper Group ANR 266

Paper Group ANR 266

July 28, 2019

People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting. Restricted Recurrent Neural Tensor Networks: Exploiting Word Frequency and Compositionality. Visual to Sound: Generating Natural Sound for Videos in the Wild. Reverse Classification Accuracy: Predicting Segmentation Performa …
Paper Group ANR 287

Paper Group ANR 287

July 28, 2019

Using LLVM-based JIT Compilation in Genetic Programming. AI2-THOR: An Interactive 3D Environment for Visual AI. Deep Learning Models of the Retinal Response to Natural Scenes. El Lenguaje Natural como Lenguaje Formal. Repairing Ontologies via Axiom Weakening. Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification. A Hi …