deep neural network

Application for Real-time Audio-Visual Speech Enhancement Interspeech 2023 A State-Vector Framework for Dataset Effects EMNLP 2023 A Study on Using Duration and Formant Features in Automatic Detection of Speech Sound Disorder in Children Interspeech 2023 Attend Who Is Weak: Pruning-Assisted Medical Image Localization Under Sophisticated and Implicit Imbalances WACV 2023 AudioQR: Deep Neural Audio Watermarks For QR Code IJCAI 2023 AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution AAAI 2023 Automatic Segmentation of Aortic and Mitral Valves for Heart Surgical Planning of Hypertrophic Obstructive Cardiomyopathy ACML 2023 Avalanche: A PyTorch Library for Deep Continual Learning JMLR 2023 Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning COLT 2023 Bayes-optimal Learning of Deep Random Networks of Extensive-width ICML 2023 Benign Overfitting in Deep Neural Networks under Lazy Training ICML 2023 Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation NeurIPS 2023 Black-Box Adversarial Attack on Time Series Classification AAAI 2023 B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding ICML 2023 Blurred-Dilated Method for Adversarial Attacks NeurIPS 2023 Bottleneck Structure in Learned Features: Low-Dimension vs Regularity Tradeoff NeurIPS 2023 Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary CVPR 2023 Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images NeurIPS 2023 Can We Faithfully Represent Absence States to Compute Shapley Values on a DNN? ICLR 2023 Causal-DFQ: Causality Guided Data-Free Network Quantization ICCV 2023 Channel Regeneration: Improving Channel Utilization for Compact DNNs AAAI 2023 Class Adaptive Network Calibration CVPR 2023 Class-Independent Regularization for Learning with Noisy Labels AAAI 2023 COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects ICML 2023 Combining Adversaries with Anti-adversaries in Training AAAI 2023