Neural Networks

Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis CVPR 2022 Aug-NeRF: Training Stronger Neural Radiance Fields With Triple-Level Physically-Grounded Augmentations CVPR 2022 A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes Interspeech 2022 A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NeurIPS 2022 A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural Networks ICML 2022 Autoinverse: Uncertainty Aware Inversion of Neural Networks NeurIPS 2022 AutoLoss-Zero: Searching Loss Functions From Scratch for Generic Tasks CVPR 2022 Automated Design of Grey-Box Recurrent Neural Networks For Fault Diagnosis using Structural Models and Causal Information L4DC 2022 Automated Super-Network Generation for Scalable Neural Architecture Search AutoML 2022 Automatically Detecting Reduced-formed English Pronunciations by Using Deep Learning NAACL 2022 Automatically Gating Multi-Frequency Patterns through Rectified Continuous Bernoulli Units with Theoretical Principles IJCAI 2022 Auto-Physics-Encoder: Using Physics-Informed Latent Layer Two-Way Physics Flow for Monitoring Systems with Unobservability ACML 2022 AutoRF: Learning 3D Object Radiance Fields From Single View Observations CVPR 2022 Auto-scaling Vision Transformers without Training ICLR 2022 AutoSNN: Towards Energy-Efficient Spiking Neural Networks ICML 2022 BACON: Band-Limited Coordinate Networks for Multiscale Scene Representation CVPR 2022 BANMo: Building Animatable 3D Neural Models From Many Casual Videos CVPR 2022 Barlow Twins self-supervised learning for robust speaker recognition Interspeech 2022 BasicVSR++: Improving Video Super-Resolution With Enhanced Propagation and Alignment CVPR 2022 B-Cos Networks: Alignment Is All We Need for Interpretability CVPR 2022 BEHAVE: Dataset and Method for Tracking Human Object Interactions CVPR 2022 Benefits of Overparameterized Convolutional Residual Networks: Function Approximation under Smoothness Constraint ICML 2022 Benefits of Permutation-Equivariance in Auction Mechanisms NeurIPS 2022 Benign Overfitting without Linearity: Neural Network Classifiers Trained by Gradient Descent for Noisy Linear Data COLT 2022 Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres NeurIPS 2022