neural network

Response Timing Estimation for Spoken Dialog System using Dialog Act Estimation Interspeech 2022 Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning CVPR 2022 Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective NeurIPS 2022 Rethinking the Reverse-engineering of Trojan Triggers NeurIPS 2022 Retrieval-Augmented Reinforcement Learning ICML 2022 Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson Process IJCAI 2022 Reverse Differentiation via Predictive Coding AAAI 2022 Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization ICML 2022 Riemannian Neural SDE: Learning Stochastic Representations on Manifolds NeurIPS 2022 RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests ICML 2022 Robust Egocentric Photo-Realistic Facial Expression Transfer for Virtual Reality CVPR 2022 Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022 Robustness Implies Generalization via Data-Dependent Generalization Bounds ICML 2022 Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization) NeurIPS 2022 Rotationally Equivariant 3D Object Detection CVPR 2022 Safe Control Under Input Limits with Neural Control Barrier Functions CoRL 2022 Safe Robot Learning in Assistive Devices through Neural Network Repair CoRL 2022 Safety-Enhanced Autonomous Driving Using Interpretable Sensor Fusion Transformer CoRL 2022 Safety Guarantees for Neural Network Dynamic Systems via Stochastic Barrier Functions NeurIPS 2022 Salience Allocation as Guidance for Abstractive Summarization EMNLP 2022 Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing AAAI 2022 Salient ImageNet: How to discover spurious features in Deep Learning? ICLR 2022 Sample-Then-Optimize Batch Neural Thompson Sampling NeurIPS 2022 Scalable Deep Reinforcement Learning Algorithms for Mean Field Games ICML 2022 Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation ICLR 2022