neural network architecture

Universal Approximation Theorems for Differentiable Geometric Deep Learning JMLR 2022 Value Refinement Network (VRN) IJCAI 2022 Variational Inference for Infinitely Deep Neural Networks ICML 2022 VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty ICML 2022 When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism AAAI 2022 When, where, and how to add new neurons to ANNs AutoML 2022 Wide Neural Networks Forget Less Catastrophically ICML 2022 Adaptive Aggregation Networks for Class-Incremental Learning CVPR 2021 Aggregation With Feature Detection ICCV 2021 An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language Identification EMNLP 2021 A Permutation-Equivariant Neural Network Architecture For Auction Design AAAI 2021 AutoDropout: Learning Dropout Patterns to Regularize Deep Networks AAAI 2021 Benefits of Linear Conditioning for Segmentation using Metadata MIDL 2021 CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation CVPR 2021 Conflicting Bundles: Adapting Architectures Towards the Improved Training of Deep Neural Networks WACV 2021 CRSLab: An Open-Source Toolkit for Building Conversational Recommender System ACL 2021 Deep Learning for Functional Data Analysis with Adaptive Basis Layers ICML 2021 Deep Permutation Equivariant Structure From Motion ICCV 2021 Deep Portfolio Optimization via Distributional Prediction of Residual Factors AAAI 2021 Dense-Resolution Network for Point Cloud Classification and Segmentation WACV 2021 DetectoRS: Detecting Objects With Recursive Feature Pyramid and Switchable Atrous Convolution CVPR 2021 Differentiable Dynamic Wirings for Neural Networks ICCV 2021 Effective Fusion Factor in FPN for Tiny Object Detection WACV 2021 EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization NeurIPS 2021 Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks NeurIPS 2021