machine learning

Paper Group AWR 53

Paper Group AWR 53

April 3, 2020

Selective Weak Supervision for Neural Information Retrieval. Neural Networks in Evolutionary Dynamic Constrained Optimization: Computational Cost and Benefits. Adaptive Offline Quintuplet Loss for Image-Text Matching. Tree-SNE: Hierarchical Clustering and Visualization Using t-SNE. Exponential Step Sizes for Non-Convex Optimization. Tree++: Truncat …
Paper Group AWR 54

Paper Group AWR 54

April 3, 2020

DivideMix: Learning with Noisy Labels as Semi-supervised Learning. Robust Explanations for Visual Question Answering. Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings. Restricting the Flow: Information Bottlenecks for Attribution. Adversarial-Learned Loss for Domain Adaptation. On the Role of Conceptualization in Commonsense …
Paper Group AWR 55

Paper Group AWR 55

April 3, 2020

RobBERT: a Dutch RoBERTa-based Language Model. Slice Tuner: A Selective Data Collection Framework for Accurate and Fair Machine Learning Models. On the Texture Bias for Few-Shot CNN Segmentation. AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data. TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Netwo …
Paper Group AWR 56

Paper Group AWR 56

April 3, 2020

ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection. Entropy Minimization vs. Diversity Maximization for Domain Adaptation. Supporting Interoperability Between Open-Source Search Engines with the Common Index File Format. Social navigation with human empowerment driven reinforcement learning. Tensor-to-Vector Regression f …
Paper Group AWR 58

Paper Group AWR 58

April 3, 2020

Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills. Estimating Q(s,s’) with Deep Deterministic Dynamics Gradients. Monocular Real-time Hand Shape and Motion Capture using Multi-modal Data. Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network. RL agents Implicitly Learning Human …
Paper Group AWR 59

Paper Group AWR 59

April 3, 2020

Beheshti-NER: Persian Named Entity Recognition Using BERT. Learnergy: Energy-based Machine Learners. ReZero is All You Need: Fast Convergence at Large Depth. Super Low Resolution RF Powered Accelerometers for Alerting on Hospitalized Patient Bed Exits. GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers. Adaptive Paramete …
Paper Group AWR 60

Paper Group AWR 60

April 3, 2020

Cars Can’t Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks. Extremely Dense Point Correspondences using a Learned Feature Descriptor. Leveraging Photogrammetric Mesh Models for Aerial-Ground Feature Point Matching Toward Integrated 3D Reconstruction. Detecting Attended Visual Targets in Video. High-Resolut …
Paper Group AWR 61

Paper Group AWR 61

April 3, 2020

Face Recognition: Too Bias, or Not Too Bias?. GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph Generation. Estimating the number and effect sizes of non-null hypotheses. Refinement of Unsupervised Cross-Lingual Word Embeddings. Electricity Theft Detection with self-attention. A Physiology-Driven Computational Model for Post-Cardiac Ar …
Paper Group AWR 62

Paper Group AWR 62

April 3, 2020

Robust binary classification with the 01 loss. CRVOS: Clue Refining Network for Video Object Segmentation. Mean shift cluster recognition method implementation in the nested sampling algorithm. The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation. Low Resource Neural Machine Translation: A Be …
Paper Group AWR 65

Paper Group AWR 65

April 3, 2020

Tensor network approaches for learning non-linear dynamical laws. Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions. Learning Generative Models using Denoising Density Estimators. Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice. Gossip and Attend: Conte …
Paper Group AWR 66

Paper Group AWR 66

April 3, 2020

M2m: Imbalanced Classification via Major-to-minor Translation. Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways. Learn to Design the Heuristics for Vehicle Routing Problem. Graph Neural Distance Metric Learning with Graph-Bert. Sound Event Detection with Depthwise Separable and Dilated Convolutions. Regiona …
Paper Group AWR 67

Paper Group AWR 67

April 3, 2020

An Evaluation of Change Point Detection Algorithms. Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis. Source Separation with Deep Generative Priors. Crowdsourced Collective Entity Resolution with Relational Match Propagation. On the interaction between supervision and self-play in emergent communication. DefogGAN: Predic …
Paper Group AWR 68

Paper Group AWR 68

April 3, 2020

Interactive Natural Language-based Person Search. Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks. A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification. Bayesian Neural Networks With Maximum Mean Discrepancy Regularization. On Identifying Hashtags in Disaster Twitter Dat …
Paper Group AWR 7

Paper Group AWR 7

April 3, 2020

ScanSSD: Scanning Single Shot Detector for Mathematical Formulas in PDF Document Images. Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations. Machine-Learning-Based Diagnostics of EEG Pathology. MAST: A Memory-Augmented Self-supervised Tracker. Selecting time-series hyperparameters with the ar …
Paper Group AWR 70

Paper Group AWR 70

April 3, 2020

Synaptic Metaplasticity in Binarized Neural Networks. Hierarchical Neural Architecture Search for Single Image Super-Resolution. Meta-Learning across Meta-Tasks for Few-Shot Learning. Few-Shot Learning as Domain Adaptation: Algorithm and Analysis. Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning. …
Paper Group AWR 72

Paper Group AWR 72

April 3, 2020

Robust, Occlusion-aware Pose Estimation for Objects Grasped by Adaptive Hands. TensorFlow Quantum: A Software Framework for Quantum Machine Learning. MixPath: A Unified Approach for One-shot Neural Architecture Search. Asking Questions the Human Way: Scalable Question-Answer Generation from Text Corpus. Learning Meta Face Recognition in Unseen Doma …
Paper Group AWR 73

Paper Group AWR 73

April 3, 2020

Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer!. Adaptive Propagation Graph Convolutional Network. Constant-Delay Enumeration for Nondeterministic Document Spanners. The Two-Pass Softmax Algorithm. Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. Predict …
Paper Group AWR 74

Paper Group AWR 74

April 3, 2020

Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud. Statistical power for cluster analysis. Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. Synonymous Generalization in Sequence-to-Sequence Recurrent Networks. CRYSPNet: Crystal Structure Predictions via Neural Network. NYTWIT: A Dataset o …
Paper Group AWR 76

Paper Group AWR 76

April 3, 2020

Self-guided Approximate Linear Programs. Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data. Improved Techniques for Training Single-Image GANs. A C Code Generator for Fast Inference and Simple Deployment of Convolutional Neural Networks on Resource Constrained Systems. Image Fine-grained …
Paper Group AWR 77

Paper Group AWR 77

April 3, 2020

Review-guided Helpful Answer Identification in E-commerce. Review, Analyze, and Design a Comprehensive Deep Reinforcement Learning Framework. Inference for Batched Bandits. Transformation Importance with Applications to Cosmology. Rethinking 1D-CNN for Time Series Classification: A Stronger Baseline. Pixel-Level Self-Paced Learning for Super-Resolu …
Paper Group AWR 78

Paper Group AWR 78

April 3, 2020

Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation. Nmbr9 as a Constraint Programming Challenge. Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification. Learning Diverse Features with Part-Level Resolution for Person Re-Identification. SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint E …
Paper Group AWR 79

Paper Group AWR 79

April 3, 2020

Expected Information Maximization: Using the I-Projection for Mixture Density Estimation. Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level Saliency. COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest Radiography Images. Exploring Categorical Regular …
Paper Group AWR 8

Paper Group AWR 8

April 3, 2020

Exploring vestibulo-ocular adaptation in a closed-loop neuro-robotic experiment using STDP. A simulation study. Neuroevolution of Self-Interpretable Agents. Teddy: A System for Interactive Review Analysis. Multilinear Compressive Learning with Prior Knowledge. Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution. Weak Supe …
Paper Group AWR 80

Paper Group AWR 80

April 3, 2020

Learning Human-Object Interaction Detection using Interaction Points. Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks. Simultaneous Enhancement and Super-Resolution of Underwater Imagery for Improved Visual Perception. Unpaired Multi-modal Segmentation via Knowledge Distillation. Zero-Reference Deep Curve Estimation for Low- …
Paper Group AWR 9

Paper Group AWR 9

April 3, 2020

Blue River Controls: A toolkit for Reinforcement Learning Control Systems on Hardware. Seshat: A tool for managing and verifying annotation campaigns of audio data. S$^{2}$OMGAN: Shortcut from Remote Sensing Images to Online Maps. Computed Tomography Reconstruction Using Deep Image Prior and Learned Reconstruction Methods. Artificial Benchmark for …
Paper Group ANR 100

Paper Group ANR 100

April 2, 2020

Data and Model Dependencies of Membership Inference Attack. Block Switching: A Stochastic Approach for Deep Learning Security. Cell Mechanics Based Computational Classification of Red Blood Cells Via Machine Intelligence Applied to Morpho-Rheological Markers. Semantic Robustness of Models of Source Code. Fine-grained Image-to-Image Transformation t …
Paper Group ANR 101

Paper Group ANR 101

April 2, 2020

Up to two billion times acceleration of scientific simulations with deep neural architecture search. Towards Practical Lottery Ticket Hypothesis for Adversarial Training. Deeper Insights into Weight Sharing in Neural Architecture Search. Baryons from Mesons: A Machine Learning Perspective. Wavelet-based Temporal Forecasting Models of Human Activiti …
Paper Group ANR 102

Paper Group ANR 102

April 2, 2020

Understanding Car-Speak: Replacing Humans in Dealerships. A Scalable Evolution Strategy with Directional Gaussian Smoothing for Blackbox Optimization. Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing. Curriculum By Texture. On the use of recurrent neu …