Language Modelling

Paper Group ANR 1126

January 27, 2020

Temporal Reasoning Graph for Activity Recognition. Invisible Marker: Automatic Annotation of Segmentation Masks for Object Manipulation. A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text. Deep Representation Learning Characterized by Inter-class Separation for Image Clustering. On Using Retrained and Incremental Machine Learnin …

Paper Group ANR 1132

January 27, 2020

Generating superpixels using deep image representations. On Quantified Modal Theorem Proving for Modeling Ethics. Testing Mixtures of Discrete Distributions. Efficient Algorithms for Smooth Minimax Optimization. Adaptive Estimation of Multivariate Piecewise Polynomials and Bounded Variation Functions by Optimal Decision Trees. Two Computational Mod …

Paper Group ANR 1134

January 27, 2020

The University of Edinburgh’s Submissions to the WMT19 News Translation Task. A review on Neural Turing Machine. Finite-Sum Smooth Optimization with SARAH. A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts. Common Mode Patterns for Supervised Tensor Subspace Learning. Robust Environmental Sound Recognition with Sparse Key …

Paper Group ANR 1137

January 27, 2020

Porous Lattice-based Transformer Encoder for Chinese NER. Hierarchical Reinforcement Learning for Multi-agent MOBA Game. Evaluation Metrics for Item Recommendation under Sampling. Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation. Journal Name Extraction from Japanese Scientific News Articles. Occlus …

Paper Group ANR 1147

January 27, 2020

Realistic Channel Models Pre-training. Neural Topographic Factor Analysis for fMRI Data. Position-Aware Convolutional Networks for Traffic Prediction. Adversarial Examples with Difficult Common Words for Paraphrase Identification. HalalNet: A Deep Neural Network that Classifies the Halalness Slaughtered Chicken from their Images. Automatic detectio …

Paper Group ANR 1148

January 27, 2020

Shapelets for earthquake detection. A greedy constructive algorithm for the optimization of neural network architectures. Improving 3D Object Detection for Pedestrians with Virtual Multi-View Synthesis Orientation Estimation. ORC Layout: Adaptive GUI Layout with OR-Constraints. Rethinking Exposure Bias In Language Modeling. Mean Field Limit of the …

Paper Group ANR 1151

January 27, 2020

Appearance invariant Entry-Exit matching using visual soft biometric traits. Block Randomized Optimization for Adaptive Hypergraph Learning. On the Robustness of the Backdoor-based Watermarking in Deep Neural Networks. Toward Best Practices for Explainable B2B Machine Learning. AdvFaces: Adversarial Face Synthesis. Evaluating Semantic Representatio …

Paper Group ANR 1161

January 27, 2020

Dialog State Tracking with Reinforced Data Augmentation. Deep Weisfeiler-Lehman Assignment Kernels via Multiple Kernel Learning. SPair-71k: A Large-scale Benchmark for Semantic Correspondence. Optimized Preprocessing and Machine Learning for Quantitative Raman Spectroscopy in Biology. Self-Training for End-to-End Speech Recognition. Expressing Visu …

Paper Group ANR 1169

January 27, 2020

Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis. AdversarialNAS: Adversarial Neural Architecture Search for GANs. Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation. Online information of vaccines: information quality is an ethical responsibility of search engin …

Paper Group ANR 1172

January 27, 2020

Improving Neural Protein-Protein Interaction Extraction with Knowledge Selection. Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods. Measuring the intelligence of an idealized mechanical knowing agent. Incorporating Symbolic Sequential Modeling for Speech Enhancement. Identify treatm …

Paper Group ANR 1176

January 27, 2020

Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning. Finite Depth and Width Corrections to the Neural Tangent Kernel. Hierarchical Multi-task Deep Neural Network Architecture for End-to-End Driving. Probing Representations Learned by Multimodal Recurrent and Transformer Models. PAC Guarantees for Cooperative Multi-A …

Paper Group ANR 1189

January 27, 2020

Towards Interpretable Image Synthesis by Learning Sparsely Connected AND-OR Networks. Training Deep Learning Models via Synthetic Data: Application in Unmanned Aerial Vehicles. DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators. Revisiting Landscape Analysis in Deep Neural Networks: Eliminating Decreas …

Paper Group ANR 1201

January 27, 2020

A Camera That CNNs: Towards Embedded Neural Networks on Pixel Processor Arrays. Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators. From Text to Sound: A Preliminary Study on Retrieving Sound Effects to Radio Stories. On the Legal Compatibility of Fairness Definitions. Connecting Lyapunov Control …

Paper Group ANR 1204

January 27, 2020

Stock Market Forecasting Based on Text Mining Technology: A Support Vector Machine Method. Exploring Overall Contextual Information for Image Captioning in Human-Like Cognitive Style. Decoding Spiking Mechanism with Dynamic Learning on Neuron Population. Semantic-aware Image Deblurring. Graph Normalizing Flows. Evolutionary Algorithm for Sinhala to …

Paper Group ANR 1211

January 27, 2020

Incremental embedding for temporal networks. Quantum Graph Neural Networks. Modeling Latent Sentence Structure in Neural Machine Translation. A Cooperative Multi-Agent Reinforcement Learning Framework for Resource Balancing in Complex Logistics Network. Towards Scalable Gaussian Process Modeling. Continual learning: A comparative study on how to de …

Paper Group ANR 1216

January 27, 2020

Select and Attend: Towards Controllable Content Selection in Text Generation. Class Specific or Shared? A Hybrid Dictionary Learning Network for Image Classification. Lipi Gnani - A Versatile OCR for Documents in any Language Printed in Kannada Script. The H3D Dataset for Full-Surround 3D Multi-Object Detection and Tracking in Crowded Urban Scenes. …

Paper Group ANR 1229

January 27, 2020

Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation. Spectral Graph Wavelet Transform as Feature Extractor for Machine Learning in Neuroimaging. BERT is Not a Knowledge Base (Yet): Factual Knowledge vs. Name-Based Reasoning in Unsupervised QA. Novelty Detection via Network Saliency in Visual-based Deep Learning. Vis …

Paper Group ANR 1231

January 27, 2020

Abnormal Client Behavior Detection in Federated Learning. Interrupted and cascaded permutation invariant training for speech separation. Mixup-breakdown: a consistency training method for improving generalization of speech separation models. Robust Deep Neural Networks Inspired by Fuzzy Logic. A Reinforcement Learning Approach for the Multichannel …

Paper Group ANR 1243

January 27, 2020

Slim LSTM networks: LSTM_6 and LSTM_C6. Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation. Neural ODEs with stochastic vector field mixtures. Estimation of Body Mass Index from Photographs using Deep Convolutional Neural Networks. Framework for Inferring Following Strategies from Time Seri …

Paper Group ANR 1245

January 27, 2020

HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning. Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms. Syntax-Infused Variational Autoencoder for Text Generation. Attention-Privileged Reinforcement Learning. Marker based Thermal-Inertial Localization for Aerial Robots in Obscurant Filled E …

Paper Group ANR 1247

January 27, 2020

Myers-Briggs Personality Classification and Personality-Specific Language Generation Using Pre-trained Language Models. Learning Deep Transformer Models for Machine Translation. oLMpics – On what Language Model Pre-training Captures. “Hinglish” Language – Modeling a Messy Code-Mixed Language. Laguerre-Gauss Preprocessing: Line Profiles as Image F …

Paper Group ANR 1256

January 27, 2020

A perspective on multi-agent communication for information fusion. Acoustic Scene Classification Based on a Large-margin Factorized CNN. Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification. Receptive-field-regularized CNN variants for acoustic scene classification. Quantum-Inspired Hamiltonian Monte Carlo for Bayesi …

Paper Group ANR 1257

January 27, 2020

EdgeFool: An Adversarial Image Enhancement Filter. Spoof detection using time-delay shallow neural network and feature switching. Pairwise Neural Machine Translation Evaluation. Recurrent Neural Networks (RNNs): A gentle Introduction and Overview. Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light. A sub-Riemannian model of …

Paper Group ANR 1258

January 27, 2020

On using 2D sequence-to-sequence models for speech recognition. End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures. The Odds are Odd: A Statistical Test for Detecting Adversarial Examples. Generating Dialogue Agents via Automated Planning. Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors. A surv …

Paper Group ANR 1260

January 27, 2020

RoboNet: Large-Scale Multi-Robot Learning. Robust Tensor Recovery with Fiber Outliers for Traffic Events. Probabilistic Successor Representations with Kalman Temporal Differences. A Heuristic Algorithm for the Fabric Spreading and Cutting Problem in Apparel Factories. Reluctant generalized additive modeling. Particle swarm optimization model to pre …

Paper Group ANR 1269

January 27, 2020

The FACTS of Technology-Assisted Sensitivity Review. k-GANs: Ensemble of Generative Models with Semi-Discrete Optimal Transport. Anytime Lane-Level Intersection Estimation Based on Trajectories of Other Traffic Participants. Data Priming Network for Automatic Check-Out. I-vector Based Features Embedding for Heart Sound Classification. Complicated T …

Paper Group ANR 1274

January 27, 2020

Wasserstein Dependency Measure for Representation Learning. BEHRT: Transformer for Electronic Health Records. Acquisition of Inflectional Morphology in Artificial Neural Networks With Prior Knowledge. Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing. Mixed-Integer Optimization Approach to Le …

Paper Group ANR 1294

January 27, 2020

Understanding Neural Machine Translation by Simplification: The Case of Encoder-free Models. Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets. Generative Restricted Kernel Machines. Latent Retrieval for Weakly Supervised Open Domain Question Answering. Sequential Latent Spaces for Modeling the …