Neural Networks

A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference ICLR 2021 A Partition Filter Network for Joint Entity and Relation Extraction EMNLP 2021 A Permutation-Equivariant Neural Network Architecture For Auction Design AAAI 2021 A Pose Proposal and Refinement Network for Better 6D Object Pose Estimation WACV 2021 Applying the Transformer to Character-level Transduction EACL 2021 Approximating Lipschitz continuous functions with GroupSort neural networks AISTATS 2021 A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups ICML 2021 A Priori Generalization Analysis of the Deep Ritz Method for Solving High Dimensional Elliptic Partial Differential Equations COLT 2021 A Probabilistic Approach to Neural Network Pruning ICML 2021 A Prototypical Network Approach for Evaluating Generated Emotional Speech Interspeech 2021 ARCH++: Animation-Ready Clothed Human Reconstruction Revisited ICCV 2021 Architecture Disentanglement for Deep Neural Networks ICCV 2021 ARDL - A Library for Adaptive Robotic Dynamics Learning L4DC 2021 A Receptor Skeleton for Capsule Neural Networks ICML 2021 A regularization term for slide correlation reduction in whole slide image analysis with deep learning MIDL 2021 Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training NeurIPS 2021 Are Pretrained Convolutions Better than Pretrained Transformers? ACL 2021 A reproduction of Apple’s bi-directional LSTM models for language identification in short strings EACL 2021 A ResNet-50-Based Convolutional Neural Network Model for Language ID Identification from Speech Recordings NAACL 2021 Are Transformers more robust than CNNs? NeurIPS 2021 Are wider nets better given the same number of parameters? ICLR 2021 A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs NeurIPS 2021 A single gradient step finds adversarial examples on random two-layers neural networks NeurIPS 2021 ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning NeurIPS 2021 Assessment of von Mises-Bernoulli Deep Neural Network in Sound Source Localization Interspeech 2021