Res2Net: A New Multi-scale Backbone Architecture
Mixed Precision Training
Adversarial NLI: A New Benchmark for Natural Language Understanding
BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
Massively Multilingual Neural Machine Translation
Adversarial Representation Learning for Robust Privacy Preservation in\n Audio
Gaussian Error Linear Units (GELUs)
Deep Fragment Embeddings for Bidirectional Image Sentence Mapping
Robust Optimization for Multilingual Translation with Imbalanced Data
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
Making Pre-trained Language Models Better Few-shot Learners
Deep learning for cardiac image segmentation: A review
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
Neural Natural Language Inference Models Enhanced with External Knowledge
TextBoxes++: A Single-Shot Oriented Scene Text Detector
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
Deep Directed Generative Autoencoders
Ecological Consequences of Trophic Cascades: A Global Perspective
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension