nlp

Paper Group AWR 189

Paper Group AWR 189

February 1, 2020

Adversarial attacks hidden in plain sight. Machine Learning meets Stochastic Geometry: Determinantal Subset Selection for Wireless Networks. NGBoost: Natural Gradient Boosting for Probabilistic Prediction. From Importance Sampling to Doubly Robust Policy Gradient. A flexible EM-like clustering algorithm for noisy data. Adaptive Loss Scaling for Mix …
Paper Group AWR 190

Paper Group AWR 190

February 1, 2020

Deep-learning inversion: a next generation seismic velocity-model building method. Localizing dexterous surgical tools in X-ray for image-based navigation. Neural Arabic Text Diacritization: State of the Art Results and a Novel Approach for Machine Translation. An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models. …
Paper Group AWR 191

Paper Group AWR 191

February 1, 2020

Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs. Cosmological N-body simulations: a challenge for scalable generative models. Precise Detection in Densely Packed Scenes. DAGCN: Dual Attention Graph Convolutional Networks. Product-Aware Answer Generation in E-Commerce Question-Answering. Neural Chinese Word Segmentation …
Paper Group AWR 192

Paper Group AWR 192

February 1, 2020

ViewAL: Active Learning with Viewpoint Entropy for Semantic Segmentation. Large Scale Incremental Learning. Scheduling the Learning Rate via Hypergradients: New Insights and a New Algorithm. BOAH: A Tool Suite for Multi-Fidelity Bayesian Optimization & Analysis of Hyperparameters. A Framework for Understanding Unintended Consequences of Machine Lea …
Paper Group AWR 193

Paper Group AWR 193

February 1, 2020

Accelerating Column Generation via Flexible Dual Optimal Inequalities with Application to Entity Resolution. Panoramic Annular Localizer: Tackling the Variation Challenges of Outdoor Localization Using Panoramic Annular Images and Active Deep Descriptors. A General Framework for Information Extraction using Dynamic Span Graphs. Multi-Agent Tensor F …
Paper Group AWR 199

Paper Group AWR 199

February 1, 2020

Combining Machine Learning Models using combo Library. Diagnosing and Enhancing VAE Models. GNNExplainer: Generating Explanations for Graph Neural Networks. Analyzing Structures in the Semantic Vector Space: A Framework for Decomposing Word Embeddings. Massive vs. Curated Word Embeddings for Low-Resourced Languages. The Case of Yorùbá and Twi. Smar …
Paper Group AWR 200

Paper Group AWR 200

February 1, 2020

Habitat: A Platform for Embodied AI Research. Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification. Deep Learning Recommendation Model for Personalization and Recommendation Systems. Multi-Agent Image Classification via Reinforcement Learning. What Makes A Good Story? Designing Composite Rewards for Visu …
Paper Group AWR 203

Paper Group AWR 203

February 1, 2020

Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification. Dynamic Measurement Scheduling for Event Forecasting using Deep RL. STAR: A Concise Deep Learning Framework for Citywide Human Mobility Prediction. QATM: Quality-Aware Template Matching For Deep Learning. Single Path One-Shot Neural Architecture Search with Uniform Sampling …
Paper Group AWR 205

Paper Group AWR 205

February 1, 2020

Tangent Images for Mitigating Spherical Distortion. A Simple Pooling-Based Design for Real-Time Salient Object Detection. Functorial Question Answering. Measuring Arithmetic Extrapolation Performance. Orometric Methods in Bounded Metric Data. Structured Graph Learning Via Laplacian Spectral Constraints. CamemBERT: a Tasty French Language Model. Lea …
Paper Group AWR 216

Paper Group AWR 216

February 1, 2020

Indices Matter: Learning to Index for Deep Image Matting. Collaborative Policy Learning for Open Knowledge Graph Reasoning. Unsupervised Feature Learning for Point Cloud by Contrasting and Clustering With Graph Convolutional Neural Network. Cross-X Learning for Fine-Grained Visual Categorization. ZEN: Pre-training Chinese Text Encoder Enhanced by N …
Paper Group AWR 217

Paper Group AWR 217

February 1, 2020

A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. ICLR Reproducibility Challenge Report (Padam : Closing The Generalization Gap Of Adaptive Gradient Methods in Training Deep Neural Networks). Improving Neural Machine Translation with Parent-Scaled Self-Attention. Pareto Multi-Task Lea …
Paper Group AWR 219

Paper Group AWR 219

February 1, 2020

Deep interpretable architecture for plant diseases classification. Spherical Text Embedding. Metric Learning for Adversarial Robustness. Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer. DINGO: Distributed Newton-Type Method for Gradient-Norm Optimization. Unsupervised Keypoint Learning for Guiding Class-Conditional …
Paper Group AWR 222

Paper Group AWR 222

February 1, 2020

SMART tracking: Simultaneous anatomical imaging and real-time passive device tracking for MR-guided interventions. exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models. Extracting Success from IBM’s 20-Qubit Machines Using Error-Aware Compilation. Multi-step Cascaded Networks for Brain Tumor Segmentation. Similar …
Paper Group AWR 223

Paper Group AWR 223

February 1, 2020

Adding Intuitive Physics to Neural-Symbolic Capsules Using Interaction Networks. Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning. FLO: Fast and Lightweight Hyperparameter Optimization for AutoML. End-to-End Probabilistic Inference for Nonstationary Audio Analysis. 3D Convolutional Neural Networks Image Registration Based …
Paper Group AWR 225

Paper Group AWR 225

February 1, 2020

CommonGen: A Constrained Text Generation Dataset Towards Generative Commonsense Reasoning. Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm. Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors. GA-Net: Guided Aggregation Net for End-to-end Stereo Matching. Image Re …
Paper Group AWR 231

Paper Group AWR 231

February 1, 2020

Rule-Guided Compositional Representation Learning on Knowledge Graphs. DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets. Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search. Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State. Bridging …
Paper Group AWR 233

Paper Group AWR 233

February 1, 2020

Deep Hyperedges: a Framework for Transductive and Inductive Learning on Hypergraphs. Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions. Training Neural Networks for and by Interpolation. Synthetic Ground Truth Generation for Evaluating Generative Policy Models. Accelerating Deep Learning by Focusing on the Biggest Losers. Portugu …
Paper Group AWR 234

Paper Group AWR 234

February 1, 2020

FoodX-251: A Dataset for Fine-grained Food Classification. On Dimensional Linguistic Properties of the Word Embedding Space. A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification. Tracing Network Evolution Using the PARAFAC2 Model. Tensor Canonical Correlation Analysis. Automatic Detection of Protective Behavior in …
Paper Group AWR 236

Paper Group AWR 236

February 1, 2020

Deep Network Classification by Scattering and Homotopy Dictionary Learning. Multi-source Distilling Domain Adaptation. Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension. Stokes Inversion based on Convolutional Neural Networks. When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then …
Paper Group AWR 237

Paper Group AWR 237

February 1, 2020

Star-Transformer. Estimating Solar Irradiance Using Sky Imagers. Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search. Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach. Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation. Joint Learning of Saliency Detecti …
Paper Group AWR 238

Paper Group AWR 238

February 1, 2020

Augmenting a BiLSTM tagger with a Morphological Lexicon and a Lexical Category Identification Step. Understanding Top-k Sparsification in Distributed Deep Learning. Word-Class Embeddings for Multiclass Text Classification. Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication. Ordered SGD: A New Stochastic Optimi …
Paper Group AWR 239

Paper Group AWR 239

February 1, 2020

Curriculum Learning for Cumulative Return Maximization. ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection. Statistical Model Aggregation via Parameter Matching. Deep Learning Based Chatbot Models. Data assimilation in Agent-based models using creation and annihilation operators. A Capsule Network-based Model fo …
Paper Group AWR 240

Paper Group AWR 240

February 1, 2020

The Ramanujan Machine: Automatically Generated Conjectures on Fundamental Constants. Ranked List Loss for Deep Metric Learning. Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep Learning. Trouble with the Curve: Predicting Future MLB Players Using Scouting Reports. Explaining Deep Learning-Based Networked Systems. Learning Partial Di …
Paper Group AWR 241

Paper Group AWR 241

February 1, 2020

Generating Weighted MAX-2-SAT Instances of Tunable Difficulty with Frustrated Loops. AttaCut: A Fast and Accurate Neural Thai Word Segmenter. Robust Learning with the Hilbert-Schmidt Independence Criterion. A coupled autoencoder approach for multi-modal analysis of cell types. Improving Face Anti-Spoofing by 3D Virtual Synthesis. Using Similarity M …
Paper Group AWR 243

Paper Group AWR 243

February 1, 2020

Fashion Image Retrieval with Capsule Networks. Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation. Efficient Covariance Estimation from Temporal Data. Neumann Networks for Inverse Problems in Imaging. The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output Problems. Using Local Knowledge Graph Cons …
Paper Group AWR 244

Paper Group AWR 244

February 1, 2020

Automatically Identifying Complaints in Social Media. A Simple Joint Model for Improved Contextual Neural Lemmatization. Learning To Follow Directions in Street View. JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields. Neural Volumes: Learning Dynamic Renderab …
Paper Group AWR 246

Paper Group AWR 246

February 1, 2020

Homogeneous Online Transfer Learning with Online Distribution Discrepancy Minimization. On-Policy Trust Region Policy Optimisation with Replay Buffers. Fine-tune BERT for Extractive Summarization. compare-mt: A Tool for Holistic Comparison of Language Generation Systems. DeepCaps: Going Deeper with Capsule Networks. Learning to Exploit Long-term Re …
Paper Group AWR 247

Paper Group AWR 247

February 1, 2020

DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention. Regularizing Neural Networks for Future Trajectory Prediction via Inverse Reinforcement Learning Framework. Graph-Based Object Classification for Neuromorphic Vision Sensing. Tag-based Multi-Span Extraction in Reading Comprehension. Biologically plausible deep le …