deep neural network

Adversarial Attack for Asynchronous Event-Based Data AAAI 2022 Adversarial Laser Spot: Robust and Covert Physical-World Attack to DNNs ACML 2022 Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay Interspeech 2022 Adversarial Robustness in Multi-Task Learning: Promises and Illusions AAAI 2022 A Gentle Introduction to Deep Nets and Opportunities for the Future ACL 2022 Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint CVPR 2022 A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions AAAI 2022 Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory COLING 2022 An Anchor-Free Detector for Continuous Speech Keyword Spotting Interspeech 2022 An In-depth Study of Stochastic Backpropagation NeurIPS 2022 Are All Losses Created Equal: A Neural Collapse Perspective NeurIPS 2022 Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks NeurIPS 2022 A Solver + Gradient Descent Training Algorithm for Deep Neural Networks IJCAI 2022 Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract) AAAI 2022 A Spectral Perspective of DNN Robustness to Label Noise AISTATS 2022 A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks ICLR 2022 Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data MIDL 2022 A Unified Wasserstein Distributional Robustness Framework for Adversarial Training ICLR 2022 A Universal PINNs Method for Solving Partial Differential Equations with a Point Source IJCAI 2022 Automatic Detection of Speech Sound Disorder in Child Speech Using Posterior-based Speaker Representations Interspeech 2022 Auto-Physics-Encoder: Using Physics-Informed Latent Layer Two-Way Physics Flow for Monitoring Systems with Unobservability ACML 2022 Backdoor Attacks on the DNN Interpretation System AAAI 2022 BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022 Beyond Learning Features: Training a Fully-Functional Classifier with ZERO Instance-Level Labels AAAI 2022 Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution NeurIPS 2022