nlp

Paper Group ANR 61

Paper Group ANR 61

October 20, 2019

Metadata Enrichment of Multi-Disciplinary Digital Library: A Semantic-based Approach. COREclust: a new package for a robust and scalable analysis of complex data. Informed Group-Sparse Representation for Singing Voice Separation. Pangloss: Fast Entity Linking in Noisy Text Environments. Improving Temporal Relation Extraction with a Globally Acquire …
Paper Group ANR 64

Paper Group ANR 64

October 20, 2019

Variance Reduction Methods for Sublinear Reinforcement Learning. Building a Kannada POS Tagger Using Machine Learning and Neural Network Models. A parallel implementation of the covariance matrix adaptation evolution strategy. Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks. Does Your Phone Know Your Touc …
Paper Group ANR 74

Paper Group ANR 74

October 20, 2019

RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces. Lightweight Convolutional Approaches to Reading Comprehension on SQuAD. Rethinking Machine Learning Development and Deployment for Edge Devices. Confidence penalty, annealing Gaussian noise and zoneout for biLSTM-CRF networks for named entity recognition. LIT: Blo …
Paper Group ANR 85

Paper Group ANR 85

October 20, 2019

UMDSub at SemEval-2018 Task 2: Multilingual Emoji Prediction Multi-channel Convolutional Neural Network on Subword Embedding. UniMorph 2.0: Universal Morphology. Abstractive Text Summarization by Incorporating Reader Comments. Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces. From probabilistic graphical mod …
Paper Group ANR 87

Paper Group ANR 87

October 20, 2019

Multi-robot Symmetric Rendezvous Search on the Line with an Unknown Initial Distance. Cost-Aware Fine-Grained Recognition for IoTs Based on Sequential Fixations. Staying Alive - CPR Quality Parameters from Wrist-worn Inertial Sensor Data with Evolutionary Fitted Sinusoidal Models. Overfitting or perfect fitting? Risk bounds for classification and r …
Paper Group ANR 9

Paper Group ANR 9

October 20, 2019

Approximate Submodular Functions and Performance Guarantees. Unsupervised Open Relation Extraction. Semantic Segmentation for Urban Planning Maps based on U-Net. Deep Generative Video Compression. Investigating accuracy of pitch-accent annotations in neural network-based speech synthesis and denoising effects. Review of Applications of Generalized …
Paper Group ANR 90

Paper Group ANR 90

October 20, 2019

Efficient Pose Tracking from Natural Features in Standard Web Browsers. Im2Struct: Recovering 3D Shape Structure from a Single RGB Image. Designing communication systems via iterative improvement: error correction coding with Bayes decoder and codebook optimized for source symbol error. Adaptive Structural Learning of Deep Belief Network for Medica …
Paper Group ANR 92

Paper Group ANR 92

October 20, 2019

A Note on Kernel Methods for Multiscale Systems with Critical Transitions. A Droplet Approach Based on Raptor Codes for Distributed Computing With Straggling Servers. Fast Efficient Object Detection Using Selective Attention. Instance Selection Improves Geometric Mean Accuracy: A Study on Imbalanced Data Classification. Unsupervised and Efficient V …
Paper Group ANR 93

Paper Group ANR 93

October 20, 2019

Improving Question Answering by Commonsense-Based Pre-Training. LEAFAGE: Example-based and Feature importance-based Explanationsfor Black-box ML models. A matching based clustering algorithm for categorical data. Machine learning for Internet of Things data analysis: A survey. Catalog of quasars from the Kilo-Degree Survey Data Release 3. Negative …
Paper Group ANR 95

Paper Group ANR 95

October 20, 2019

LightRel SemEval-2018 Task 7: Lightweight and Fast Relation Classification. Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification. Scoring Formulation for Multi-Condition Joint PLDA. Local Binary Pattern Networks. Generalizable Meta-Heuristic based on Temporal Estimation of Rewards for Large Scale Blackbox Opti …
Paper Group ANR 98

Paper Group ANR 98

October 20, 2019

Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe. Lightweight Adaptive Mixture of Neural and N-gram Language Models. First-order and second-order variants of the gradient descent in a unified framework. Learning to Screen for Fast Softmax Inference on Large Vocabulary Neural Networks. ActiveStereoNet: …
Paper Group AWR 169

Paper Group AWR 169

October 20, 2019

Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN. Zero-Shot Detection. The Music Streaming Sessions Dataset. Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. Network Uncertainty Informed Semantic Feature Selection for Visual SLAM. Sof …
Paper Group AWR 172

Paper Group AWR 172

October 20, 2019

CFUN: Combining Faster R-CNN and U-net Network for Efficient Whole Heart Segmentation. Generating Multi-Categorical Samples with Generative Adversarial Networks. Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. 3D human pose estimation in video with temporal convolutions and semi-supervised training. ReCoNet: Real-time Coherent Video S …
Paper Group AWR 175

Paper Group AWR 175

October 20, 2019

Practical Deep Reinforcement Learning Approach for Stock Trading. What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training. Visual Reinforcement Learning with Imagined Goals. An empirical study on evaluation metrics of generative adversarial networks. Exploiting Deep Representations for Neural Machine Translation. …
Paper Group AWR 178

Paper Group AWR 178

October 20, 2019

Using the Tsetlin Machine to Learn Human-Interpretable Rules for High-Accuracy Text Categorization with Medical Applications. Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code. A Guide to Constraining Effective Field Theories with Machine Learning. Deep learning incorporating biologically-inspired neural dynamics. Grounded Textu …
Paper Group AWR 180

Paper Group AWR 180

October 20, 2019

Investigating Speech Features for Continuous Turn-Taking Prediction Using LSTMs. A Cross-Architecture Instruction Embedding Model for Natural Language Processing-Inspired Binary Code Analysis. On Visual Hallmarks of Robustness to Adversarial Malware. Copy the Old or Paint Anew? An Adversarial Framework for (non-) Parametric Image Stylization. Utili …
Paper Group AWR 181

Paper Group AWR 181

October 20, 2019

A Fully Progressive Approach to Single-Image Super-Resolution. AdGraph: A Graph-Based Approach to Ad and Tracker Blocking. Sliced Recurrent Neural Networks. KS(conf ): A Light-Weight Test if a ConvNet Operates Outside of Its Specifications. ChronoNet: A Deep Recurrent Neural Network for Abnormal EEG Identification. End2You – The Imperial Toolkit f …
Paper Group AWR 183

Paper Group AWR 183

October 20, 2019

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation. geomstats: a Python Package for Riemannian Geometry in Machine Learning. Variational zero-inflated Gaussian processes with sparse kernels. Classification of Breast Cancer Histology using Deep Learning. Deep CNN Frame Interpolation with Lessons Learned from Natural Lan …
Paper Group AWR 185

Paper Group AWR 185

October 20, 2019

Classifying Online Dating Profiles on Tinder using FaceNet Facial Embeddings. Defining Locality for Surrogates in Post-hoc Interpretablity. Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms. DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene from Sparse LiDAR Data and Single Colo …
Paper Group AWR 186

Paper Group AWR 186

October 20, 2019

Alarm-Based Prescriptive Process Monitoring. Segmentation of Scanning Tunneling Microscopy Images Using Variational Methods and Empirical Wavelets. Efficient Video Object Segmentation via Network Modulation. Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference. Conditional WaveGAN. Role action embeddings: sc …
Paper Group AWR 192

Paper Group AWR 192

October 20, 2019

Backpropagation for Implicit Spectral Densities. Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior. ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models. HoloFace: Augmenting Human-to-Human Interactions on HoloLens. CBAM: Convolutional Block Attention Module. IGCV3: Interleaved Low- …
Paper Group AWR 193

Paper Group AWR 193

October 20, 2019

The Knowref Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution. EnsNet: Ensconce Text in the Wild. A Graph-to-Sequence Model for AMR-to-Text Generation. Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction. RFCDE: Random Forests for Conditional De …
Paper Group AWR 198

Paper Group AWR 198

October 20, 2019

Dirichlet belief networks for topic structure learning. Confidence from Invariance to Image Transformations. PyText: A Seamless Path from NLP research to production. Solving Jigsaw Puzzles By the Graph Connection Laplacian. Revisiting Video Saliency: A Large-scale Benchmark and a New Model. Attention Based Fully Convolutional Network for Speech Emo …
Paper Group AWR 204

Paper Group AWR 204

October 20, 2019

Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks. Deterministic Implementations for Reproducibility in Deep Reinforcement Learning. Structured Triplet Learning with POS-tag Guided Attention for Visual Question Answering. Identifying Sources and Sinks in the Presence of Multiple Agents with Gaussian Process Vec …
Paper Group AWR 206

Paper Group AWR 206

October 20, 2019

Contextualize, Show and Tell: A Neural Visual Storyteller. A Binary Optimization Approach for Constrained K-Means Clustering. Accelerated Inference in Markov Random Fields via Smooth Riemannian Optimization. Instance-level Human Parsing via Part Grouping Network. Efficient Dependency-Guided Named Entity Recognition. Scalable Importance Tempering an …
Paper Group AWR 207

Paper Group AWR 207

October 20, 2019

Self-Imitation Learning. Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples. Cross-Target Stance Classification with Self-Attention Networks. Appendix - Recommended Statistical Significance Tests for NLP Tasks. Abstractive Summarization of Reddit Posts with Multi-level Memory Networks. Semantic Human …
Paper Group AWR 210

Paper Group AWR 210

October 20, 2019

Deep Generative Models for Distribution-Preserving Lossy Compression. Bayesian Deep Learning on a Quantum Computer. TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection. Deep Convolutional AutoEncoder-based Lossy Image Compression. Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. Conditional Probability Mode …
Paper Group AWR 214

Paper Group AWR 214

October 20, 2019

Maximum likelihood estimation of a finite mixture of logistic regression models in a continuous data stream. Bringing a Blurry Frame Alive at High Frame-Rate with an Event Camera. KONG: Kernels for ordered-neighborhood graphs. Audio Adversarial Examples: Targeted Attacks on Speech-to-Text. Superpixel Sampling Networks. ELEGANT: Exchanging Latent En …