Neural Networks

A spectral-based analysis of the separation between two-layer neural networks and linear methods JMLR 2022 Associated Learning: an Alternative to End-to-End Backpropagation that Works on CNN, RNN, and Transformer ICLR 2022 A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks ICLR 2022 A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation NAACL 2022 A study on constraining Connectionist Temporal Classification for temporal audio alignment Interspeech 2022 A Study on the Ramanujan Graph Property of Winning Lottery Tickets ICML 2022 A Subnetwork Approach for Spoofing Aware Speaker Verification Interspeech 2022 A Survey on Neural Open Information Extraction: Current Status and Future Directions IJCAI 2022 A Theoretical Analysis on Feature Learning in Neural Networks: Emergence from Inputs and Advantage over Fixed Features ICLR 2022 A Theoretical View on Sparsely Activated Networks NeurIPS 2022 A time-resolved theory of information encoding in recurrent neural networks NeurIPS 2022 A Tree-Structured Multi-Task Model Recommender AutoML 2022 Attacker Attribution of Audio Deepfakes Interspeech 2022 Attacking deep networks with surrogate-based adversarial black-box methods is easy ICLR 2022 Attention-based conditioning methods using variable frame rate for style-robust speaker verification Interspeech 2022 Attention Concatenation Volume for Accurate and Efficient Stereo Matching CVPR 2022 Attention Enhanced Citrinet for Speech Recognition Interspeech 2022 Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data MIDL 2022 Attentive Feature Fusion for Robust Speaker Verification Interspeech 2022 Attentive Recurrent Network for Low-Latency Active Noise Control Interspeech 2022 Attentive Training: A New Training Framework for Talker-independent Speaker Extraction Interspeech 2022 AttWalk: Attentive Cross-Walks for Deep Mesh Analysis WACV 2022 AudiFace: Multimodal Deep Learning for Depression Screening MLHC 2022 AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification Interspeech 2022 Audio Visual Multi-Speaker Tracking with Improved GCF and PMBM Filter Interspeech 2022