model architecture

Influence Functions in Deep Learning Are Fragile ICLR 2021 IrEne: Interpretable Energy Prediction for Transformers ACL 2021 Is Each Layer Non-trivial in CNN? (Student Abstract) AAAI 2021 MeliusNet: An Improved Network Architecture for Binary Neural Networks WACV 2021 MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021 Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders EACL 2021 Nondeterminism and Instability in Neural Network Optimization ICML 2021 On the number of linear functions composing deep neural network: Towards a refined definition of neural networks complexity AISTATS 2021 OverNet: Lightweight Multi-Scale Super-Resolution With Overscaling Network WACV 2021 Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions ICCV 2021 Representative Batch Normalization With Feature Calibration CVPR 2021 RepVGG: Making VGG-Style ConvNets Great Again CVPR 2021 ResNet or DenseNet? Introducing Dense Shortcuts to ResNet WACV 2021 Rethinking Channel Dimensions for Efficient Model Design CVPR 2021 Rethinking Graph Neural Architecture Search From Message-Passing CVPR 2021 Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement CVPR 2021 Searching for Two-Stream Models in Multivariate Space for Video Recognition ICCV 2021 Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers EMNLP 2021 The Neural Tangent Link Between CNN Denoisers and Non-Local Filters CVPR 2021 TResNet: High Performance GPU-Dedicated Architecture WACV 2021 Visformer: The Vision-Friendly Transformer ICCV 2021 AdderNet: Do We Really Need Multiplications in Deep Learning? CVPR 2020 AdversarialNAS: Adversarial Neural Architecture Search for GANs CVPR 2020 Asteroid: The PyTorch-Based Audio Source Separation Toolkit for Researchers Interspeech 2020 A Systematic Assessment of Syntactic Generalization in Neural Language Models ACL 2020