Text Generation

Paper Group AWR 16

Paper Group AWR 16

February 2, 2020

Learning Compressed Sentence Representations for On-Device Text Processing. SESS: Self-Ensembling Semi-Supervised 3D Object Detection. DeepPrivacy: A Generative Adversarial Network for Face Anonymization. Scale Match for Tiny Person Detection. Neural Arabic Question Answering. Leveraging BERT for Extractive Text Summarization on Lectures. VizSeq: A …
Paper Group AWR 2

Paper Group AWR 2

February 2, 2020

Uncertainty-Aware Principal Component Analysis. PrivateJobMatch: A Privacy-Oriented Deferred Multi-Match Recommender System for Stable Employment. FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing. Induction of Subgoal Automata for Reinforcement Learning. Variational Bayes under Model Misspecification. Cross-lingual Lan …
Paper Group AWR 23

Paper Group AWR 23

February 2, 2020

CenterMask : Real-Time Anchor-Free Instance Segmentation. Real-time Evasion Attacks with Physical Constraints on Deep Learning-based Anomaly Detectors in Industrial Control Systems. SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans. Defending Against Neural Fake News. Deep Kernel Transfer in Gaussian Proce …
Paper Group AWR 3

Paper Group AWR 3

February 2, 2020

Distributionally Robust Optimization and Generalization in Kernel Methods. ICDM 2019 Knowledge Graph Contest: Team UWA. NEURO-DRAM: a 3D recurrent visual attention model for interpretable neuroimaging classification. Planning with State Abstractions for Non-Markovian Task Specifications. Neural Assistant: Joint Action Prediction, Response Generatio …
Paper Group AWR 30

Paper Group AWR 30

February 2, 2020

The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies. Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis. Deep Declarative Networks: A New Hope. Discovering Neural Wirings. DVDnet: A Fast Network for Deep Video Denoising. PaperRobot: Incremental Draft Generation of Scientific Ideas. …
Paper Group AWR 44

Paper Group AWR 44

February 2, 2020

Fast ES-RNN: A GPU Implementation of the ES-RNN Algorithm. XLNet: Generalized Autoregressive Pretraining for Language Understanding. Automatic Posterior Transformation for Likelihood-Free Inference. Symplectic ODE-Net: Learning Hamiltonian Dynamics with Control. Compositional Embeddings Using Complementary Partitions for Memory-Efficient Recommenda …
Paper Group AWR 47

Paper Group AWR 47

February 2, 2020

Many Task Learning with Task Routing. Rényi Differential Privacy of the Sampled Gaussian Mechanism. AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning. Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds. Multi-task Learning for Aggregated Data using Gaussian Processes. Distantly Supervis …
Paper Group AWR 48

Paper Group AWR 48

February 2, 2020

Domain Adaptation of Neural Machine Translation by Lexicon Induction. StegaStamp: Invisible Hyperlinks in Physical Photographs. Cross-View Policy Learning for Street Navigation. A Comprehensive Overhaul of Feature Distillation. DFuseNet: Deep Fusion of RGB and Sparse Depth Information for Image Guided Dense Depth Completion. Fast and Efficient Zero …
Paper Group AWR 56

Paper Group AWR 56

February 2, 2020

Fleet Prognosis with Physics-informed Recurrent Neural Networks. 3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation. Recognizing Manipulation Actions from State-Transformations. Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences. Self-Paced Multi-Label Learning wit …
Paper Group AWR 58

Paper Group AWR 58

February 2, 2020

TIGS: An Inference Algorithm for Text Infilling with Gradient Search. Estimating the effective dimension of large biological datasets using Fisher separability analysis. Adversarial Attacks on Deep Neural Networks for Time Series Classification. Feature Relevance Bounds for Ordinal Regression. What to Expect of Classifiers? Reasoning about Logistic …
Paper Group AWR 6

Paper Group AWR 6

February 2, 2020

Do Not Trust Additive Explanations. From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer. TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP. Domain Intersection and Domain Difference. Automatically Neutralizing Subjective Bias in Text. Learning Content-Weighted Deep Image Compression. Rectangu …
Paper Group AWR 7

Paper Group AWR 7

February 2, 2020

Unsupervised Clinical Language Translation. Learning Robust Global Representations by Penalizing Local Predictive Power. Noise-Tolerant Paradigm for Training Face Recognition CNNs. Known-class Aware Self-ensemble for Open Set Domain Adaptation. Radial-Based Undersampling for Imbalanced Data Classification. GORC: A large contextual citation graph of …
Paper Group AWR 119

Paper Group AWR 119

February 1, 2020

bLIMEy: Surrogate Prediction Explanations Beyond LIME. Scale-wise Convolution for Image Restoration. Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking. Defending Against Adversarial Examples with K-Nearest Neighbor. Reparameterizing Distributions on Lie Groups. A Realistic Dataset and Baseline Temporal Model for Early Drowsiness …
Paper Group AWR 130

Paper Group AWR 130

February 1, 2020

Scene Graph Prediction with Limited Labels. Neural Consciousness Flow. Path Ranking with Attention to Type Hierarchies. Contextual Encoder-Decoder Network for Visual Saliency Prediction. DELTA: A DEep learning based Language Technology plAtform. Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. Simple vs complex temporal recur …
Paper Group AWR 132

Paper Group AWR 132

February 1, 2020

Performance and Comparisons of STDP based and Non-STDP based Memristive Neural Networks on Hardware. ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT). A Good Sample is Hard to Find: Noise Injection Sampling and Self-Training for Neural Language Generation Models. Kandinsky Patterns. Reinforcement Learning Upside Down: Don’t Pre …
Paper Group AWR 133

Paper Group AWR 133

February 1, 2020

Attribute-Aware Attention Model for Fine-grained Representation Learning. Prosodic Phrase Alignment for Machine Dubbing. The Brier Score under Administrative Censoring: Problems and Solutions. Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning. Continuous and Discrete-Time Survival Prediction with Neural Networks. Relation-Shape Convolu …
Paper Group AWR 134

Paper Group AWR 134

February 1, 2020

Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction. Learning Semantic Annotations for Tabular Data. Training convolutional neural networks with cheap convolutions and online distillation. Working women and caste in India: A study of social disadvantage using feature attribution. Bayesian Loss for Crowd Count Estimation …
Paper Group AWR 135

Paper Group AWR 135

February 1, 2020

Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval. The Woman Worked as a Babysitter: On Biases in Language Generation. Learning Implicitly Recurrent CNNs Through Parameter Sharing. Making Fast Graph-based Algorithms with Graph Metric Embeddings. Make Skeleton-based Action Recognition Model Smaller, Faster and Bette …
Paper Group AWR 138

Paper Group AWR 138

February 1, 2020

nuScenes: A multimodal dataset for autonomous driving. The Myths of Our Time: Fake News. Automatic Generation of Personalized Comment Based on User Profile. Distance approximation using Isolation Forests. Deep Learning for Deepfakes Creation and Detection. Collaborative Graph Walk for Semi-supervised Multi-Label Node Classification. Copy-and-Paste …
Paper Group AWR 139

Paper Group AWR 139

February 1, 2020

Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions. CUDA-Self-Organizing feature map based visual sentiment analysis of bank customer complaints for Analytical CRM. Graph Transformer for Graph-to-Sequence Learning. Market Trend Prediction using Sentiment Analysis: Lessons Learned and Paths Forward …
Paper Group AWR 140

Paper Group AWR 140

February 1, 2020

Attributed Network Embedding via Subspace Discovery. Recursive Cascaded Networks for Unsupervised Medical Image Registration. Learning Logistic Circuits. On the number of k-skip-n-grams. RANet: Ranking Attention Network for Fast Video Object Segmentation. Diversity with Cooperation: Ensemble Methods for Few-Shot Classification. Deep convolutional n …
Paper Group AWR 146

Paper Group AWR 146

February 1, 2020

Distillation $\approx$ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network. Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks. Learning to learn with quantum neural networks via classical neural networks. LayoutLM: Pre-training of Text and Layout …
Paper Group AWR 153

Paper Group AWR 153

February 1, 2020

Jointly Learning Entity and Relation Representations for Entity Alignment. Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning. Multi-view Knowledge Graph Embedding for Entity Alignment. Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model. MOROCO: T …
Paper Group AWR 160

Paper Group AWR 160

February 1, 2020

PIDForest: Anomaly Detection via Partial Identification. SLATE: A Super-Lightweight Annotation Tool for Experts. Improving Neural Conversational Models with Entropy-Based Data Filtering. Breaking Speech Recognizers to Imagine Lyrics. PyTorch: An Imperative Style, High-Performance Deep Learning Library. ODIN: ODE-Informed Regression for Parameter an …
Paper Group AWR 169

Paper Group AWR 169

February 1, 2020

Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards. Mixture Models for Diverse Machine Translation: Tricks of the Trade. Factor Graph Neural Network. Scoring Sentence Singletons and Pairs for Abstractive Summarization. word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs. Primal-Dual Block Frank …
Paper Group AWR 173

Paper Group AWR 173

February 1, 2020

Limitations of the Empirical Fisher Approximation for Natural Gradient Descent. Multi-Task Deep Neural Networks for Natural Language Understanding. A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product Titles. Quality of Uncertainty Quantification for Bayesian Neural Network Inference. Writer Independent Offline Signature Re …
Paper Group AWR 174

Paper Group AWR 174

February 1, 2020

VS-Net: Variable splitting network for accelerated parallel MRI reconstruction. Analysis of Optimization Algorithms via Sum-of-Squares. Variational Quantum Circuits for Deep Reinforcement Learning. Residual Pyramid Learning for Single-Shot Semantic Segmentation. Hint-Based Training for Non-Autoregressive Machine Translation. Beyond BLEU: Training N …
Paper Group AWR 178

Paper Group AWR 178

February 1, 2020

Large-scale Multi-view Subspace Clustering in Linear Time. Nested Named Entity Recognition via Second-best Sequence Learning and Decoding. BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous Driving. Making AI Forget You: Data Deletion in Machine Learning. Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforc …