neural network

NSGZero: Efficiently Learning Non-exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search AAAI 2022 Occlusion-Robust Face Alignment Using a Viewpoint-Invariant Hierarchical Network Architecture CVPR 2022 OCSampler: Compressing Videos to One Clip With Single-Step Sampling CVPR 2022 OIE@OIA: an Adaptable and Efficient Open Information Extraction Framework ACL 2022 OMLT: Optimization & Machine Learning Toolkit JMLR 2022 Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022 On Margins and Derandomisation in PAC-Bayes AISTATS 2022 On Measuring Excess Capacity in Neural Networks NeurIPS 2022 On Non-Linear operators for Geometric Deep Learning NeurIPS 2022 On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022 On the Adversarial Robustness of Mixture of Experts NeurIPS 2022 On the Dynamics of Gender Learning in Speech Translation NAACL 2022 On the Generalization Analysis of Adversarial Learning ICML 2022 On the Generalization of Models Trained with SGD: Information-Theoretic Bounds and Implications ICLR 2022 On the Impact of Spurious Correlation for Out-of-Distribution Detection AAAI 2022 On the Integration of Self-Attention and Convolution CVPR 2022 On the Interpretability of Regularisation for Neural Networks Through Model Gradient Similarity NeurIPS 2022 On the Learning Mechanisms in Physical Reasoning NeurIPS 2022 On the non-universality of deep learning: quantifying the cost of symmetry NeurIPS 2022 On the Robustness of Question Rewriting Systems to Questions of Varying Hardness ACL 2022 On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement Interspeech 2022 On the Stability and Scalability of Node Perturbation Learning NeurIPS 2022 On the Symmetries of Deep Learning Models and their Internal Representations NeurIPS 2022 On the Use of Deep Mask Estimation Module for Neural Source Separation Systems Interspeech 2022 OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization CVPR 2022