deep neural network

Robust Scene Text Detection via Learnable Scene Transformations ACML 2022 Robust Training under Label Noise by Over-parameterization ICML 2022 SepIt: Approaching a Single Channel Speech Separation Bound Interspeech 2022 Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022 Significance of single frequency filter for the development of children’s KWS system Interspeech 2022 SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance NeurIPS 2022 Single-channel speech enhancement using Graph Fourier Transform Interspeech 2022 Speaker-Specific Utterance Ensemble based Transfer Attack on Speaker Identification Interspeech 2022 Stereoscopic Universal Perturbations Across Different Architectures and Datasets CVPR 2022 Stochastic Adaptive Activation Function NeurIPS 2022 Temporal coding with magnitude-phase regularization for sound event detection Interspeech 2022 Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks EMNLP 2022 Theoretical analysis of deep neural networks for temporally dependent observations NeurIPS 2022 To Fold or Not to Fold: a Necessary and Sufficient Condition on Batch-Normalization Layers Folding IJCAI 2022 Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis NeurIPS 2022 Towards Debiasing DNN Models from Spurious Feature Influence AAAI 2022 Towards Lightweight Black-Box Attack Against Deep Neural Networks NeurIPS 2022 Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks CVPR 2022 Training Robust Deep Models for Time-Series Domain: Novel Algorithms and Theoretical Analysis AAAI 2022 Training with More Confidence: Mitigating Injected and Natural Backdoors During Training NeurIPS 2022 TransBoost: Improving the Best ImageNet Performance using Deep Transduction NeurIPS 2022 Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork NeurIPS 2022 UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI AAAI 2022 Uncertainty-Aware Learning against Label Noise on Imbalanced Datasets AAAI 2022 Understanding Deep Neural Function Approximation in Reinforcement Learning via ε-Greedy Exploration NeurIPS 2022