Word Embeddings

Paper Group ANR 56

January 31, 2020

Lessons from Contextual Bandit Learning in a Customer Support Bot. Hyperbolic Multiplex Network Embedding with Maps of Random Walk. Adversarial Learning with Margin-based Triplet Embedding Regularization. Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning. Priority to unemployed immigrants? A …

Paper Group ANR 64

January 31, 2020

Efficient predicate invention using shared “NeMuS”. An entropic feature selection method in perspective of Turing formula. Efficient Feature Selection techniques for Sentiment Analysis. Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma. Hyperspectral City V1.0 Dataset and Benchmark. Improved Multi-Stage Traini …

Paper Group ANR 71

January 31, 2020

How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?. Towards Interpretable Deep Neural Networks by Leveraging Adversarial Examples. Advocacy Learning: Learning through Competition and Class-Conditional Representations. Deep Non-Rigid Structure from Motion with Missing Data. RadioUNet: Fast Radio Map Estimation with Convolution …

Paper Group ANR 91

January 31, 2020

Multilingual ASR with Massive Data Augmentation. Composing Diverse Policies for Temporally Extended Tasks. An Introduction to Variational Autoencoders. A Joint Model for Multimodal Document Quality Assessment. A binary-activation, multi-level weight RNN and training algorithm for processing-in-memory inference with eNVM. TACAM: Topic And Context Aw …

Paper Group ANR 92

January 31, 2020

Statistical Linear Models in Virus Genomic Alignment-free Classification: Application to Hepatitis C Viruses. Neural Generative Rhetorical Structure Parsing. Utility Analysis of Network Architectures for 3D Point Cloud Processing. A Robust Hybrid Approach for Textual Document Classification. Cross-Dataset Person Re-Identification via Unsupervised P …

Paper Group AWR 370

January 31, 2020

A Logic-Driven Framework for Consistency of Neural Models. Document Expansion by Query Prediction. Neural Dynamics Discovery via Gaussian Process Recurrent Neural Networks. Automatic Generation of High Quality CCGbanks for Parser Domain Adaptation. SafeLife 1.0: Exploring Side Effects in Complex Environments. Crop Yield Prediction Using Deep Neural …

Paper Group AWR 376

January 31, 2020

DSNet: Automatic Dermoscopic Skin Lesion Segmentation. Refined-Segmentation R-CNN: A Two-stage Convolutional Neural Network for Punctate White Matter Lesion Segmentation in Preterm Infants. Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation. A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations. Ma …

Paper Group AWR 378

January 31, 2020

Preference-based Interactive Multi-Document Summarisation. Convolutional neural network models for cancer type prediction based on gene expression. Deep Interpretable Non-Rigid Structure from Motion. A Multi-cascaded Deep Model for Bilingual SMS Classification. An Open-Source Framework for Adaptive Traffic Signal Control. Black is to Criminal as Ca …

Paper Group AWR 391

January 31, 2020

Combination of Multiple Global Descriptors for Image Retrieval. Testing Robustness Against Unforeseen Adversaries. A Tweet Dataset Annotated for Named Entity Recognition and Stance Detection. Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. Adversarial Defense by Restricting the Hidden Space of Deep Neural …

Paper Group AWR 393

January 31, 2020

Modeling Color Terminology Across Thousands of Languages. Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning. Transferring Robustness for Graph Neural Network Against Poisoning Attacks. A Pilot Study for Chinese SQL Semantic Parsing. Entity, Relation, and Event Extraction with Contextualized Span Representations. …

Paper Group AWR 394

January 31, 2020

Multiple-image encryption and hiding with an optical diffractive neural network. Handling Syntactic Divergence in Low-resource Machine Translation. How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions. FewRel 2.0: Towards More Challenging Few-Shot Relation Classification. Online Learning and Matching fo …

Paper Group AWR 402

January 31, 2020

An Empirical Study of Content Understanding in Conversational Question Answering. AutoML: Exploration v.s. Exploitation. Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels. Copy mechanism and tailored training for character-based data-to-text generation. Construct Dynamic Graphs for Hand Gesture Recognition via Spa …

Paper Group AWR 407

January 31, 2020

Lane Detection and Classification using Cascaded CNNs. TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks. Russian Language Datasets in the Digitial Humanities Domain and Their Evaluation with Word Embeddings. Einconv: Exploring Unexplored Tensor Network Decompositions for Convolutional Neural Networks. Amortized Be …

Paper Group AWR 416

January 31, 2020

Kernel Graph Attention Network for Fact Verification. Learning Individual Styles of Conversational Gesture. Improving Adversarial Robustness via Guided Complement Entropy. Simple Applications of BERT for Ad Hoc Document Retrieval. Memeify: A Large-Scale Meme Generation System. Object-Oriented Dynamics Learning through Multi-Level Abstraction. Scala …

Paper Group AWR 419

January 31, 2020

Powering Hidden Markov Model by Neural Network based Generative Models. BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget. Deeper Text Understanding for IR with Contextual Neural Language Modeling. CullNet: Calibrated and Pose Aware Confidence Scores for Object Pose Estimation. Modular Universal Reparameterization: Dee …

Paper Group AWR 424

January 31, 2020

On the computation of counterfactual explanations – A survey. The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae. Co-Separating Sounds of Visual Objects. GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond. What’ …

Paper Group AWR 425

January 31, 2020

Rekall: Specifying Video Events using Compositions of Spatiotemporal Labels. SumQE: a BERT-based Summary Quality Estimation Model. Onset detection: A new approach to QBH system. Learning in the Machine: To Share or Not to Share?. SynthText3D: Synthesizing Scene Text Images from 3D Virtual Worlds. Data-Efficient Classification of Birdcall Through Co …

Paper Group AWR 431

January 31, 2020

d-blink: Distributed End-to-End Bayesian Entity Resolution. PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification. QASC: A Dataset for Question Answering via Sentence Composition. Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks. Optimal Transport-based Alignment of Learned Character Re …

Paper Group AWR 432

January 31, 2020

The emergence of number and syntax units in LSTM language models. SEAN: Image Synthesis with Semantic Region-Adaptive Normalization. What does a Car-ssette tape tell?. 6-PACK: Category-level 6D Pose Tracker with Anchor-Based Keypoints. Automatic Hyperparameter Tuning Method for Local Outlier Factor, with Applications to Anomaly Detection. Spotting …

Paper Group AWR 434

January 31, 2020

Efficient Per-Example Gradient Computations in Convolutional Neural Networks. Temporal Attentive Alignment for Video Domain Adaptation. Information Extraction Tool Text2ALM: From Narratives to Action Language System Descriptions. Bilinear Representation for Language-based Image Editing Using Conditional Generative Adversarial Networks. Jasper: An E …

Paper Group AWR 438

January 31, 2020

Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates. Improved ICH classification using task-dependent learning. 3D BAT: A Semi-Automatic, Web-based 3D Annotation Toolbox for Full-Surround, Multi-Modal Data Streams. Neural Outlier Rejection for Self-Supervised Keypoint Learning. TorchBeast: A PyTorch Platform for Distribu …

Paper Group AWR 439

January 31, 2020

Torus Graphs for Multivariate Phase Coupling Analysis. On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition. Exploiting Spatial Invariance for Scalable Unsupervised Object Tracking. Transfer Learning for Brain Tumor Segmentation. Linkage Based Face Clustering via Graph Convolution Network. Extracting temporal features into a s …

Paper Group AWR 440

January 31, 2020

Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques. Graph Element Networks: adaptive, structured computation and memory. Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty Analysis. Believe It or Not, We Know What You Are Looking at!. Learning Edge Properties in Graphs from Path Agg …

Paper Group AWR 444

January 31, 2020

Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting. Towards Debiasing Fact Verification Models. Learning a Spatio-Temporal Embedding for Video Instance Segmentation. Universally Slimmable Networks and Improved Training Techniques. Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth. …

Paper Group AWR 449

January 31, 2020

Chameleon: Learning Model Initializations Across Tasks With Different Schemas. Multi-Label Image Recognition with Graph Convolutional Networks. Similarity Learning for Authorship Verification in Social Media. ELF: Embedded Localisation of Features in pre-trained CNN. WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. …

Paper Group AWR 453

January 31, 2020

On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference. Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology. Receding Horizon Curiosity. GLTR: Statistical Detection and Visualization of Generated Text. $Σ$-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR I …

Paper Group AWR 456

January 31, 2020

FasterSeg: Searching for Faster Real-time Semantic Segmentation. BOBBY2: Buffer Based Robust High-Speed Object Tracking. Unsupervised Neural Quantization for Compressed-Domain Similarity Search. Revealing the Importance of Semantic Retrieval for Machine Reading at Scale. Random Pairwise Shapelets Forest. SurfCon: Synonym Discovery on Privacy-Aware …

Paper Group ANR 203

January 30, 2020

Environment reconstruction on depth images using Generative Adversarial Networks. Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning. Constructing Gradient Controllable Recurrent Neural Networks Using Hamiltonian Dynamics. Optimizing Millions of Hyperparameters by Implicit Differentiation. Two-St …