deep neural network

Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning CVPR 2022 On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks IJCAI 2022 Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022 On the Generalization Analysis of Adversarial Learning ICML 2022 On the generalization of learning algorithms that do not converge NeurIPS 2022 On the Practical Robustness of the Nesterov’s Accelerated Quasi-Newton Method AAAI 2022 Opencpop: A High-Quality Open Source Chinese Popular Song Corpus for Singing Voice Synthesis Interspeech 2022 Optimization of Deep Neural Network (DNN) Speech Coder Using a Multi Time Scale Perceptual Loss Function Interspeech 2022 Personalized Acoustic Echo Cancellation for Full-duplex Communications Interspeech 2022 Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI MIDL 2022 Perturbation Learning Based Anomaly Detection NeurIPS 2022 PolyLoss: A Polynomial Expansion Perspective of Classification Loss Functions ICLR 2022 Predicting label distribution improves non-intrusive speech quality estimation Interspeech 2022 Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks JMLR 2022 Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022 Proximal PanNet: A Model-Based Deep Network for Pansharpening AAAI 2022 Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding ICML 2022 Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference NeurIPS 2022 RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization IJCAI 2022 Reducing Flipping Errors in Deep Neural Networks AAAI 2022 ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022 Refining DNN-based Mask Estimation using CGMM-based EM Algorithm for Multi-channel Noise Reduction Interspeech 2022 Relational Surrogate Loss Learning ICLR 2022 Research on video adversarial attack with long living cycle UAI 2022 Robust Product Classification with Instance-Dependent Noise ACL 2022