BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge
Res2Net: A New Multi-scale Backbone Architecture
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning
CE-Net: Context Encoder Network for 2D Medical Image Segmentation
Adversarial NLI: A New Benchmark for Natural Language Understanding
Mixed Precision Training
Adversarial Representation Learning for Robust Privacy Preservation in\n Audio
Gaussian Error Linear Units (GELUs)
Deep learning for cardiac image segmentation: A review
TextBoxes++: A Single-Shot Oriented Scene Text Detector
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Robust Optimization for Multilingual Translation with Imbalanced Data
Massively Multilingual Neural Machine Translation
Neural Natural Language Inference Models Enhanced with External Knowledge
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
Distilling the Knowledge in a Neural Network
Whitening Sentence Representations for Better Semantics and Faster Retrieval
Denoising Diffusion Implicit Models
Ecological Consequences of Trophic Cascades: A Global Perspective
Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval