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Res2Net: A New Multi-scale Backbone Architecture

Adversarial NLI: A New Benchmark for Natural Language Understanding

BitTrain: Sparse Bitmap Compression for Memory-Efficient Training on the Edge

Mixed Precision Training

Massively Multilingual Neural Machine Translation

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

Adversarial Representation Learning for Robust Privacy Preservation in\n Audio

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Massively Multilingual Neural Machine Translation

Deep Fragment Embeddings for Bidirectional Image Sentence Mapping

Adversarial NLI: A New Benchmark for Natural Language Understanding

Mixed Precision Training

CE-Net: Context Encoder Network for 2D Medical Image Segmentation

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Deep Fragment Embeddings for Bidirectional Image Sentence Mapping

Distilling the Knowledge in a Neural Network

Neural Natural Language Inference Models Enhanced with External Knowledge

Denoising Diffusion Implicit Models

TextBoxes++: A Single-Shot Oriented Scene Text Detector

Making Pre-trained Language Models Better Few-shot Learners

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

Distilling the Knowledge in a Neural Network

BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

TextBoxes++: A Single-Shot Oriented Scene Text Detector

Robust Optimization for Multilingual Translation with Imbalanced Data

Deep Directed Generative Autoencoders

Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

Ecological Consequences of Trophic Cascades: A Global Perspective

Mixed Precision Training

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Distilling the Knowledge in a Neural Network

Denoising Diffusion Implicit Models

Making Pre-trained Language Models Better Few-shot Learners

Deep Directed Generative Autoencoders

Ecological Consequences of Trophic Cascades: A Global Perspective

Massively Multilingual Neural Machine Translation

Deep Fragment Embeddings for Bidirectional Image Sentence Mapping

BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Making Pre-trained Language Models Better Few-shot Learners

Whitening Sentence Representations for Better Semantics and Faster Retrieval

Ecological Consequences of Trophic Cascades: A Global Perspective