Neural Networks

Offline Contextual Bandits with Overparameterized Models ICML 2021 Offset-free setpoint tracking using neural network controllers L4DC 2021 OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud Registration ICCV 2021 Omniscient Video Super-Resolution ICCV 2021 On ADMM in Deep Learning: Convergence and Saturation-Avoidance JMLR 2021 One Explanation is Not Enough: Structured Attention Graphs for Image Classification NeurIPS 2021 One Network Fits All? Modular versus Monolithic Task Formulations in Neural Networks ICLR 2021 On Episodes, Prototypical Networks, and Few-Shot Learning NeurIPS 2021 One Shot Face Swapping on Megapixels CVPR 2021 One-shot Graph Neural Architecture Search with Dynamic Search Space AAAI 2021 One Size Does Not Fit All in Resource-Constrained ASR Interspeech 2021 On Learnability via Gradient Method for Two-Layer ReLU Neural Networks in Teacher-Student Setting ICML 2021 Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network IJCAI 2021 Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021 Online Multiple Object Tracking With Cross-Task Synergy CVPR 2021 Online Speaker Diarization Equipped with Discriminative Modeling and Guided Inference Interspeech 2021 Online Streaming End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers Interspeech 2021 On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory AAAI 2021 On Monotonic Linear Interpolation of Neural Network Parameters ICML 2021 On random kernels of residual architectures UAI 2021 On Robustness and Transferability of Convolutional Neural Networks CVPR 2021 On Smoother Attributions using Neural Stochastic Differential Equations IJCAI 2021 On the Approximation Power of Two-Layer Networks of Random ReLUs COLT 2021 On the Curse of Memory in Recurrent Neural Networks: Approximation and Optimization Analysis ICLR 2021 On the Design of Deep Priors for Unsupervised Audio Restoration Interspeech 2021