Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation Jun 26, 2020 Atari Games Data Augmentation
Code Code Available Recurrent Quantum Neural Networks Jun 25, 2020 Benchmarking BIG-bench Machine Learning
Code Code Available Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation Jun 25, 2020 AutoML Data Augmentation
— Unverified Learning Data Augmentation with Online Bilevel Optimization for Image Classification Jun 25, 2020 Bilevel Optimization Classification
Code Code Available Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Jun 24, 2020 Data Augmentation Image Segmentation
Code Code Available Extended Labeled Faces in-the-Wild (ELFW): Augmenting Classes for Face Segmentation Jun 24, 2020 Benchmarking Data Augmentation
— Unverified Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study Jun 24, 2020 Data Augmentation Diversity
— Unverified PhishGAN: Data Augmentation and Identification of Homoglpyh Attacks Jun 24, 2020 Data Augmentation Generative Adversarial Network
— Unverified ContraGAN: Contrastive Learning for Conditional Image Generation Jun 23, 2020 Conditional Image Generation Contrastive Learning
— Unverified Data Augmentation View on Graph Convolutional Network and the Proposal of Monte Carlo Graph Learning Jun 23, 2020 Data Augmentation Graph Learning
Code Code Available Real Time Speech Enhancement in the Waveform Domain Jun 23, 2020 CPU Data Augmentation
Code Code Available Realistic Adversarial Data Augmentation for MR Image Segmentation Jun 23, 2020 Data Augmentation Image Segmentation
Code Code Available Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment Jun 23, 2020 Data Augmentation Decoder
Code Code Available Automatic Data Augmentation for Generalization in Deep Reinforcement Learning Jun 23, 2020 Data Augmentation Deep Reinforcement Learning
Code Code Available Probabilistic Structural Latent Representation for Unsupervised Embedding Jun 22, 2020 Data Augmentation
Code Code Available AdvAug: Robust Adversarial Augmentation for Neural Machine Translation Jun 21, 2020 Data Augmentation Machine Translation
— Unverified Keep Your AI-es on the Road: Tackling Distracted Driver Detection with Convolutional Neural Networks and Targeted Data Augmentation Jun 19, 2020 Data Augmentation image-classification
— Unverified A general framework for defining and optimizing robustness Jun 19, 2020 Data Augmentation
— Unverified Neural Topic Modeling with Continual Lifelong Learning Jun 19, 2020 Data Augmentation Information Retrieval
Code Code Available Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift Jun 19, 2020 Data Augmentation
— Unverified Contrastive learning of global and local features for medical image segmentation with limited annotations Jun 18, 2020 Contrastive Learning Data Augmentation
Code Code Available Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs Jun 17, 2020 Data Augmentation
— Unverified LSD-C: Linearly Separable Deep Clusters Jun 17, 2020 Clustering Data Augmentation
Code Code Available Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Jun 17, 2020 Contrastive Learning Data Augmentation
Code Code Available Adaptive County Level COVID-19 Forecast Models: Analysis and Improvement Jun 16, 2020 Data Augmentation
— Unverified Visual Chirality Jun 16, 2020 Data Augmentation Image Forensics
Code Code Available DeepCapture: Image Spam Detection Using Deep Learning and Data Augmentation Jun 16, 2020 Data Augmentation Deep Learning
Code Code Available Data Augmentation of IMU Signals and Evaluation via a Semi-Supervised Classification of Driving Behavior Jun 16, 2020 Data Augmentation General Classification
— Unverified Improving Adversarial Robustness via Unlabeled Out-of-Domain Data Jun 15, 2020 Adversarial Robustness Data Augmentation
— Unverified Cascaded deep monocular 3D human pose estimation with evolutionary training data Jun 14, 2020 3D Human Pose Estimation Data Augmentation
Code Code Available FenceMask: A Data Augmentation Approach for Pre-extracted Image Features Jun 14, 2020 Data Augmentation Fine-Grained Visual Categorization
— Unverified Meta Approach to Data Augmentation Optimization Jun 14, 2020 Classification Data Augmentation
— Unverified Domain Generalization using Causal Matching Jun 12, 2020 Data Augmentation Domain Generalization
Code Code Available Augmenting Data for Sarcasm Detection with Unlabeled Conversation Context Jun 11, 2020 Data Augmentation Sarcasm Detection
— Unverified Data Augmentation for Graph Neural Networks Jun 11, 2020 Data Augmentation General Classification
Code Code Available Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification Jun 11, 2020 Binary Classification Data Augmentation
— Unverified Rethinking Pre-training and Self-training Jun 11, 2020 Data Augmentation Object
Code Code Available Hypernetwork-Based Augmentation Jun 11, 2020 Data Augmentation
— Unverified Why Mixup Improves the Model Performance Jun 11, 2020 BIG-bench Machine Learning Data Augmentation
— Unverified CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Jun 11, 2020 Data Augmentation
Code Code Available ScoreGAN: A Fraud Review Detector based on Multi Task Learning of Regulated GAN with Data Augmentation Jun 11, 2020 Data Augmentation Generative Adversarial Network
— Unverified On Mixup Regularization Jun 10, 2020 Data Augmentation Image Classification
Code Code Available Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation Jun 10, 2020 Data Augmentation Image Segmentation
— Unverified A Probabilistic Model for Discriminative and Neuro-Symbolic Semi-Supervised Learning Jun 10, 2020 Data Augmentation Image Augmentation
— Unverified Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors Jun 10, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Paraphrase Generation using Pre-trained Language Models Jun 9, 2020 Data Augmentation Paraphrase Generation
— Unverified On Data Augmentation for GAN Training Jun 9, 2020 Data Augmentation
Code Code Available On the Effectiveness of Neural Text Generation based Data Augmentation for Recognition of Morphologically Rich Speech Jun 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning Jun 9, 2020 Data Augmentation Federated Learning
— Unverified A Transductive Multi-Head Model for Cross-Domain Few-Shot Learning Jun 8, 2020 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available 