Data Augmentation for End-to-End Speech Translation: FBK@IWSLT ‘19 Nov 1, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-defect microscopy image restoration under limited data conditions Oct 31, 2019 Data Augmentation Generative Adversarial Network
— Unverified Cross-Domain Face Synthesis using a Controllable GAN Oct 31, 2019 Data Augmentation Face Generation
Code Code Available Adapting Multilingual Neural Machine Translation to Unseen Languages Oct 30, 2019 Data Augmentation Machine Translation
Code Code Available Comprehensive Video Understanding: Video summarization with content-based video recommender design Oct 30, 2019 Action Recognition Data Augmentation
— Unverified A CNN-based methodology for breast cancer diagnosis using thermal images Oct 30, 2019 Data Augmentation
— Unverified Improving sequence-to-sequence speech recognition training with on-the-fly data augmentation Oct 29, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph Oct 29, 2019 Data Augmentation Decoder
— Unverified POIRot: A rotation invariant omni-directional pointnet Oct 29, 2019 Data Augmentation Point Cloud Segmentation
— Unverified Multitask Learning On Graph Neural Networks Applied To Molecular Property Predictions Oct 29, 2019 Data Augmentation Graph Neural Network
— Unverified Neighborhood Watch: Representation Learning with Local-Margin Triplet Loss and Sampling Strategy for K-Nearest-Neighbor Image Classification Oct 28, 2019 Data Augmentation General Classification
— Unverified Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Oct 25, 2019 Cancer Classification Data Augmentation
— Unverified Superposition as Data Augmentation using LSTM and HMM in Small Training Sets Oct 24, 2019 Data Augmentation
— Unverified Analyzing ASR pretraining for low-resource speech-to-text translation Oct 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Occlusions for Effective Data Augmentation in Image Classification Oct 23, 2019 Classification Data Augmentation
— Unverified Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model Oct 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Discriminative Neural Clustering for Speaker Diarisation Oct 22, 2019 Clustering Data Augmentation
Code Code Available Improving singing voice separation with the Wave-U-Net using Minimum Hyperspherical Energy Oct 22, 2019 Data Augmentation image-classification
Code Code Available Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning Oct 21, 2019 Data Augmentation Decision Making
— Unverified Boosting Mapping Functionality of Neural Networks via Latent Feature Generation based on Reversible Learning Oct 21, 2019 Data Augmentation Face Recognition
— Unverified MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Oct 21, 2019 Data Augmentation Image Segmentation
Code Code Available Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures Oct 21, 2019 Data Augmentation Face Alignment
— Unverified Label-efficient audio classification through multitask learning and self-supervision Oct 19, 2019 Audio Classification Classification
— Unverified MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity Oct 19, 2019 Data Augmentation Natural Language Inference
Code Code Available Real-Time Lip Sync for Live 2D Animation Oct 19, 2019 Constrained Lip-synchronization Data Augmentation
Code Code Available Towards More Sample Efficiency in Reinforcement Learning with Data Augmentation Oct 19, 2019 Data Augmentation Deep Reinforcement Learning
Code Code Available Illumination-Based Data Augmentation for Robust Background Subtraction Oct 18, 2019 Data Augmentation Foreground Segmentation
Code Code Available Automatic Data Augmentation by Learning the Deterministic Policy Oct 18, 2019 Data Augmentation Deep Reinforcement Learning
Code Code Available Anatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning Oct 17, 2019 Data Augmentation Hyperparameter Optimization
— Unverified ODE guided Neural Data Augmentation Techniques for Time Series Data and its Benefits on Robustness Oct 15, 2019 Adversarial Attack Data Augmentation
— Unverified Self-supervised Label Augmentation via Input Transformations Oct 14, 2019 Data Augmentation imbalanced classification
Code Code Available Sketch-Specific Data Augmentation for Freehand Sketch Recognition Oct 14, 2019 Data Augmentation Image Retrieval
— Unverified Generative Image Translation for Data Augmentation in Colorectal Histopathology Images Oct 13, 2019 Data Augmentation image-classification
Code Code Available Cross-Domain Image Classification through Neural-Style Transfer Data Augmentation Oct 12, 2019 Classification Data Augmentation
Code Code Available Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation Oct 11, 2019 Data Augmentation Image-to-Image Translation
Code Code Available Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning Oct 11, 2019 Data Augmentation MULTI-VIEW LEARNING
— Unverified Towards DeepSpray: Using Convolutional Neural Network to post-process Shadowgraphy Images of Liquid Atomization Oct 11, 2019 Data Augmentation
— Unverified Network Randomization: A Simple Technique for Generalization in Deep Reinforcement Learning Oct 11, 2019 Data Augmentation Deep Reinforcement Learning
Code Code Available Unconstrained Road Marking Recognition with Generative Adversarial Networks Oct 10, 2019 Data Augmentation Deblurring
— Unverified First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation Oct 10, 2019 Data Augmentation Direction of Arrival Estimation
— Unverified A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification Oct 9, 2019 Data Augmentation General Classification
— Unverified CONAN -- COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech Oct 8, 2019 Data Augmentation Translation
— Unverified Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation Oct 7, 2019 Data Augmentation Diversity
— Unverified Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents Oct 4, 2019 Data Augmentation Decoder
— Unverified Two Stream Networks for Self-Supervised Ego-Motion Estimation Oct 4, 2019 Data Augmentation Motion Estimation
— Unverified ANDA: A Novel Data Augmentation Technique Applied to Salient Object Detection Oct 3, 2019 Data Augmentation Image Augmentation
Code Code Available Partial differential equation regularization for supervised machine learning Oct 3, 2019 BIG-bench Machine Learning Classification
— Unverified Cardiac Segmentation of LGE MRI with Noisy Labels Oct 2, 2019 Cardiac Segmentation Data Augmentation
— Unverified Learning Dense Wide Baseline Stereo Matching for People Oct 2, 2019 Data Augmentation Stereo Matching
— Unverified Augmenting learning using symmetry in a biologically-inspired domain Oct 1, 2019 Data Augmentation image-classification
— Unverified 