Neural Networks

Abstract Rule Learning for Paraphrase Generation IJCAI 2022 Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations NeurIPS 2022 Accuracy meets Diversity in a News Recommender System COLING 2022 ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth Estimation AAAI 2022 A Classification of G-invariant Shallow Neural Networks NeurIPS 2022 A Closer Look at the Adversarial Robustness of Deep Equilibrium Models NeurIPS 2022 A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection COLING 2022 A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks NeurIPS 2022 A comparison study on patient-psychologist voice diarization ACL 2022 A Complete Characterisation of ReLU-Invariant Distributions AISTATS 2022 A Comprehensive Comparison of Neural Networks as Cognitive Models of Inflection EMNLP 2022 A ConvNet for the 2020s CVPR 2022 Acquiring a Dynamic Light Field Through a Single-Shot Coded Image CVPR 2022 Adaptable Adapters NAACL 2022 Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction IJCAI 2022 Adaptive Feature Discrimination and Denoising for Asymmetric Text Matching COLING 2022 Adaptive Poincaré Point to Set Distance for Few-Shot Classification AAAI 2022 A deep complex multi-frame filtering network for stereophonic acoustic echo cancellation Interspeech 2022 A deep convolutional neural network that is invariant to time rescaling ICML 2022 A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022 Advantage of Deep Neural Networks for Estimating Functions with Singularity on Hypersurfaces JMLR 2022 Adversarially trained neural representations may already be as robust as corresponding biological neural representations ICML 2022 Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay Interspeech 2022 Adversarial Reprogramming Revisited NeurIPS 2022 Adversarial Vulnerability of Randomized Ensembles ICML 2022