Machine Translation

Paper Group AWR 16

October 21, 2019

Novel Prediction Techniques Based on Clusterwise Linear Regression. Multitask Learning for Fundamental Frequency Estimation in Music. QuaterNet: A Quaternion-based Recurrent Model for Human Motion. Quantizing deep convolutional networks for efficient inference: A whitepaper. Deep Reinforcement Learning for Event-Triggered Control. RTSeg: Real-time …

Paper Group AWR 160

October 21, 2019

Dataset Distillation. Revisiting Distillation and Incremental Classifier Learning. Using deep Q-learning to understand the tax evasion behavior of risk-averse firms. Riemannian Walk for Incremental Learning: Understanding Forgetting and Intransigence. Masked Conditional Neural Networks for Environmental Sound Classification. ECC: Platform-Independe …

Paper Group AWR 163

October 21, 2019

SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing. Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq. SFace: An Efficient Network for Face Detection in Large Scale Variations. Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment. Learning Representat …

Paper Group AWR 17

October 21, 2019

Learning Semantic Representations for Novel Words: Leveraging Both Form and Context. Domain Adaptive Faster R-CNN for Object Detection in the Wild. Elastic Boundary Projection for 3D Medical Imaging Segmentation. In Defense of Classical Image Processing: Fast Depth Completion on the CPU. Look Across Elapse: Disentangled Representation Learning and …

Paper Group AWR 23

October 21, 2019

Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction. Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition. Is preprocessing of text really worth your time for online comment classification?. View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognit …

Paper Group AWR 29

October 21, 2019

Changing the Image Memorability: From Basic Photo Editing to GANs. Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking. Learning image-to-image translation using paired and unpaired training samples. Transport-Based Pattern Theory: A Signal Transformation Approach. Chinese Lexical Analysis with Deep Bi-GRU-CRF Network. DynamicGE …

Paper Group AWR 36

October 21, 2019

Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media. Kernel Exponential Family Estimation via Doubly Dual Embedding. Compact Generalized Non-local Network. Multi-Task Graph Autoencoders. HyperAdam: A Learnable Task-Adaptive Adam for Network Training. Towards Exploiting Background Knowledge for Building Conversation Systems …

Paper Group AWR 39

October 21, 2019

Temporal Recurrent Networks for Online Action Detection. INSPECTRE: Privately Estimating the Unseen. Recurrent Transformer Networks for Semantic Correspondence. Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation. Learning to Reason with Third-Order Tensor Products. Learning Qualitatively Diverse and Interpretable Rul …

Paper Group AWR 4

October 21, 2019

Learning Free-Form Deformations for 3D Object Reconstruction. Dense 3D Object Reconstruction from a Single Depth View. Adversarial Vision Challenge. Towards a Robust Parameterization for Conditioning Facies Models Using Deep Variational Autoencoders and Ensemble Smoother. Heterogeneous Multi-output Gaussian Process Prediction. DeepDRR – A Catalyst …

Paper Group AWR 41

October 21, 2019

SWRL2SPIN: A tool for transforming SWRL rule bases in OWL ontologies to object-oriented SPIN rules. Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension. A Fast Proximal Point Method for Computing Exact Wasserstein Distance. Graph Convolutional Networks for Text Classification. Efficient Neural Netw …

Paper Group AWR 44

October 21, 2019

Learning to Gather without Communication. Towards Robust Lung Segmentation in Chest Radiographs with Deep Learning. Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons. Location Dependency in Video Prediction. Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advan …

Paper Group AWR 48

October 21, 2019

Actor Conditioned Attention Maps for Video Action Detection. Certified Defenses against Adversarial Examples. AirLab: Autograd Image Registration Laboratory. Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity. One-Shot Unsupervised Cross Domain Translation. L4: Practical loss-based stepsize adaptation for …

Paper Group AWR 50

October 21, 2019

Parameter Sharing Methods for Multilingual Self-Attentional Translation Models. Neural Networks Regularization Through Representation Learning. Structured Adversarial Attack: Towards General Implementation and Better Interpretability. Breaking the Curse of Horizon: Infinite-Horizon Off-Policy Estimation. Sequential Preference-Based Optimization. Au …

Paper Group AWR 53

October 21, 2019

Iterative fully convolutional neural networks for automatic vertebra segmentation and identification. Scaling provable adversarial defenses. A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation. Graphite: Iterative Generative Modeling of Graphs. MC-GAN: Multi-conditional Generative Adversarial Network for Image Syn …

Paper Group AWR 55

October 21, 2019

Molecular generative model based on conditional variational autoencoder for de novo molecular design. The Importance of Being Recurrent for Modeling Hierarchical Structure. A Differential Privacy Mechanism Design Under Matrix-Valued Query. Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning. Proximity Forest: An effective …

Paper Group AWR 56

October 21, 2019

Leveraging Contact Forces for Learning to Grasp. Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making. GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism. Multi-Stage Reinforcement Learning For Object Detection. Opinion Dynamics with Varying Susceptibility to Persuasion. Deep Inverse Op …

Paper Group AWR 59

October 21, 2019

Attention, Learn to Solve Routing Problems!. MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment. Graph-based Filtering of Out-of-Vocabulary Words for Encoder-Decoder Models. SubGram: Extending Skip-gram Word Representation with Substrings. Inverse Problems in Asteroseismology. Scalable Factorized Hier …

Paper Group AWR 66

October 21, 2019

Homogeneity-Based Transmissive Process to Model True and False News in Social Networks. Learning pronunciation from a foreign language in speech synthesis networks. Deriving Machine Attention from Human Rationales. Bayesian Joint Spike-and-Slab Graphical Lasso. Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks. Ster …

Paper Group AWR 68

October 21, 2019

Weakly-supervised Visual Instrument-playing Action Detection in Videos. Variational Autoencoders for Collaborative Filtering. DeepEfficiency - optimal efficiency inversion in higher dimensions at the LHC. Low-rank semidefinite programming for the MAX2SAT problem. Inference Suboptimality in Variational Autoencoders. Weakly Supervised Deep Image Hash …

Paper Group AWR 69

October 21, 2019

Bleaching Text: Abstract Features for Cross-lingual Gender Prediction. Interoceptive robustness through environment-mediated morphological development. Deep learning with differential Gaussian process flows. CSI-Net: Unified Human Body Characterization and Pose Recognition. Aequitas: A Bias and Fairness Audit Toolkit. Creative Invention Benchmark. …

Paper Group AWR 72

October 21, 2019

Deep Clustering for Unsupervised Learning of Visual Features. The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems. Learning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds. Improving Entity Linking by Modeling Latent Relations between Mentions. Neural Network Quine. MIZAN: …

Paper Group AWR 73

October 21, 2019

Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization Algorithms. Distilling Knowledge for Search-based Structured Prediction. Fast High-Dimensional Bilateral and Nonlocal Means Filtering. Gradient descent revisited via an adaptive online learning rate. Data-Efficient Hierarchical Reinforcement Learning. Improving Opti …

Paper Group AWR 8

October 21, 2019

Fast, Precise Myelin Water Quantification using DESS MRI and Kernel Learning. Iterative Document Representation Learning Towards Summarization with Polishing. Unsupervised domain adaptation for medical imaging segmentation with self-ensembling. Sparsity-based Defense against Adversarial Attacks on Linear Classifiers. Gated Fusion Network for Joint …

Paper Group AWR 81

October 21, 2019

Noise2Noise: Learning Image Restoration without Clean Data. Semi-Supervised Sequence Modeling with Cross-View Training. GPSP: Graph Partition and Space Projection based Approach for Heterogeneous Network Embedding. Learning Deep Features for One-Class Classification. The Limitations of Cross-language Word Embeddings Evaluation. Markov Game Modeling …

Paper Group AWR 86

October 21, 2019

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing. Learning Speaker Representations with Mutual Information. Efficient, Certifiably Optimal Clustering with Applications to Latent Variable Graphical Models. A Survey of Learning Causality with Data: Problems and Methods. SADA: Semantic Adversarial Diagnostic Attacks fo …

Paper Group AWR 90

October 21, 2019

Unsupervised Statistical Machine Translation. Towards Deep Conversational Recommendations. Real-time Automatic Word Segmentation for User-generated Text. Sentences with Gapping: Parsing and Reconstructing Elided Predicates. Understanding Measures of Uncertainty for Adversarial Example Detection. Neural Machine Translation for Query Construction and …

Paper Group AWR 91

October 21, 2019

Fast Multiple Landmark Localisation Using a Patch-based Iterative Network. Automatic topography of high-dimensional data sets by non-parametric Density Peak clustering. Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification. Relational Autoencoder for Feature Extraction. Averaging Weights Leads to Wider Optima and Better G …

Paper Group ANR 10

October 20, 2019

Incentivizing the Dynamic Workforce: Learning Contracts in the Gig-Economy. Learning to Attend Relevant Regions in Videos from Eye Fixations. Multimodal Emoji Prediction. The Exact Equivalence of Distance and Kernel Methods for Hypothesis Testing. Overcoming catastrophic forgetting problem by weight consolidation and long-term memory. Knowledge Int …