Res2Net: A New Multi-scale Backbone Architecture
BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge
Adversarial NLI: A New Benchmark for Natural Language Understanding
Massively Multilingual Neural Machine Translation
Mixed Precision Training
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
Adversarial Representation Learning for Robust Privacy Preservation in\n Audio
Deep learning for cardiac image segmentation: A review
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
Distilling the Knowledge in a Neural Network
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval
Visual Relationship Detection with Language Priors
Whitening Sentence Representations for Better Semantics and Faster Retrieval
Robust Optimization for Multilingual Translation with Imbalanced Data
Neural Natural Language Inference Models Enhanced with External Knowledge
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Denoising Diffusion Implicit Models
Ecological Consequences of Trophic Cascades: A Global Perspective