An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances Jul 31, 2020 Acoustic Scene Classification Classification
— Unverified Paying Per-label Attention for Multi-label Extraction from Radiology Reports Jul 31, 2020 Data Augmentation Medical Image Analysis
— Unverified An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks Jul 31, 2020 Data Augmentation General Classification
Code Code Available Robust Retinal Vessel Segmentation from a Data Augmentation Perspective Jul 31, 2020 Data Augmentation Retinal Vessel Segmentation
— Unverified A Data Augmentation-based Defense Method Against Adversarial Attacks in Neural Networks Jul 30, 2020 Data Augmentation
— Unverified Learning from Few Samples: A Survey Jul 30, 2020 Data Augmentation Few-Shot Learning
— Unverified Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction Jul 29, 2020 Contrastive Learning Data Augmentation
— Unverified Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization Jul 29, 2020 Classification Data Augmentation
— Unverified KOVIS: Keypoint-based Visual Servoing with Zero-Shot Sim-to-Real Transfer for Robotics Manipulation Jul 28, 2020 Data Augmentation Self-Supervised Learning
Code Code Available ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation Jul 28, 2020 Data Augmentation Graph Attention
Code Code Available Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Jul 27, 2020 Data Augmentation Domain Adaptation
Code Code Available Normal-bundle Bootstrap Jul 27, 2020 Data Augmentation
Code Code Available Semi-Supervised Learning with Data Augmentation for End-to-End ASR Jul 27, 2020 Data Augmentation image-classification
— Unverified Part-Aware Data Augmentation for 3D Object Detection in Point Cloud Jul 27, 2020 3D Object Detection Data Augmentation
Code Code Available Towards Accuracy-Fairness Paradox: Adversarial Example-based Data Augmentation for Visual Debiasing Jul 27, 2020 Adversarial Attack Attribute
— Unverified Representation Learning with Video Deep InfoMax Jul 27, 2020 Action Recognition Data Augmentation
— Unverified Self-supervised Learning for Large-scale Item Recommendations Jul 25, 2020 Data Augmentation Natural Language Understanding
— Unverified Robust and Generalizable Visual Representation Learning via Random Convolutions Jul 25, 2020 Data Augmentation Domain Generalization
Code Code Available Counting Fish and Dolphins in Sonar Images Using Deep Learning Jul 24, 2020 Data Augmentation Deep Learning
— Unverified Real-time CNN-based Segmentation Architecture for Ball Detection in a Single View Setup Jul 23, 2020 Data Augmentation Sports Ball Detection and Tracking
Code Code Available SeismoFlow -- Data augmentation for the class imbalance problem Jul 23, 2020 Data Augmentation Fraud Detection
— Unverified How Does Data Augmentation Affect Privacy in Machine Learning? Jul 21, 2020 BIG-bench Machine Learning Data Augmentation
Code Code Available CyCNN: A Rotation Invariant CNN using Polar Mapping and Cylindrical Convolution Layers Jul 21, 2020 Classification Data Augmentation
Code Code Available Regularizing Deep Networks with Semantic Data Augmentation Jul 21, 2020 Data Augmentation Diversity
Code Code Available Investigating Bias and Fairness in Facial Expression Recognition Jul 20, 2020 Attribute Data Augmentation
— Unverified Multimodal Dialogue State Tracking By QA Approach with Data Augmentation Jul 20, 2020 Data Augmentation Decoder
— Unverified Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering Jul 19, 2020 Adversarial Attack Data Augmentation
Code Code Available On regularization of gradient descent, layer imbalance and flat minima Jul 18, 2020 Data Augmentation
— Unverified Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation Jul 18, 2020 Anomaly Detection Benchmarking
— Unverified OnlineAugment: Online Data Augmentation with Less Domain Knowledge Jul 17, 2020 Data Augmentation image-classification
Code Code Available Surface Normal Estimation of Tilted Images via Spatial Rectifier Jul 17, 2020 Data Augmentation Surface Normal Estimation
Code Code Available 2nd Place Solution to ECCV 2020 VIPriors Object Detection Challenge Jul 17, 2020 Data Augmentation object-detection
— Unverified Uncertainty Quantification and Deep Ensembles Jul 17, 2020 Data Augmentation Uncertainty Quantification
Code Code Available FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning Jul 16, 2020 Clustering Data Augmentation
Code Code Available Learning End-to-End Action Interaction by Paired-Embedding Data Augmentation Jul 16, 2020 Action Recognition Data Augmentation
— Unverified Towards Evaluating Driver Fatigue with Robust Deep Learning Models Jul 16, 2020 Data Augmentation Deep Learning
— Unverified Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation Jul 16, 2020 Acoustic Scene Classification Data Augmentation
Code Code Available Data-Efficient Deep Learning Method for Image Classification Using Data Augmentation, Focal Cosine Loss, and Ensemble Jul 15, 2020 Data Augmentation image-classification
Code Code Available The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs Jul 15, 2020 Binary Classification Classification
— Unverified Tracking Passengers and Baggage Items using Multi-camera Systems at Security Checkpoints Jul 15, 2020 Data Augmentation object-detection
Code Code Available How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning Jul 15, 2020 Data Augmentation Few-Shot Learning
Code Code Available An Ensemble of Convolutional Neural Networks for Audio Classification Jul 15, 2020 Audio Classification Classification
— Unverified ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning Jul 15, 2020 Data Augmentation Segmentation
Code Code Available Deep Transformer based Data Augmentation with Subword Units for Morphologically Rich Online ASR Jul 14, 2020 Data Augmentation Language Modeling
— Unverified A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues Jul 13, 2020 BIG-bench Machine Learning Data Augmentation
— Unverified Data-Efficient Reinforcement Learning with Self-Predictive Representations Jul 12, 2020 Atari Games 100k Data Augmentation
Code Code Available The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results Jul 12, 2020 Data Augmentation Language Identification
— Unverified An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter Optimization Jul 11, 2020 Bayesian Optimization Data Augmentation
Code Code Available Complex Wavelet SSIM based Image Data Augmentation Jul 11, 2020 Data Augmentation SSIM
— Unverified M-Evolve: Structural-Mapping-Based Data Augmentation for Graph Classification Jul 11, 2020 Classification Data Augmentation
— Unverified 