deep neural network

Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023 Preference-based training framework for automatic speech quality assessment using deep neural network Interspeech 2023 Progressive Backdoor Erasing via Connecting Backdoor and Adversarial Attacks CVPR 2023 Pruning vs Quantization: Which is Better? NeurIPS 2023 QuadAttacK: A Quadratic Programming Approach to Learning Ordered Top-K Adversarial Attacks NeurIPS 2023 Real-Time Detection of Robotic Traffic in Online Advertising AAAI 2023 Reconstructive Neuron Pruning for Backdoor Defense ICML 2023 Regret Guarantees for Online Deep Control L4DC 2023 Regularization of Polynomial Networks for Image Recognition CVPR 2023 Rethinking Complex-Valued Deep Neural Networks for Monaural Speech Enhancement Interspeech 2023 Re-Thinking Model Inversion Attacks Against Deep Neural Networks CVPR 2023 RMLM: A Flexible Defense Framework for Proactively Mitigating Word-level Adversarial Attacks ACL 2023 Robust Training for Speaker Verification against Noisy Labels Interspeech 2023 Samples With Low Loss Curvature Improve Data Efficiency CVPR 2023 Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels NeurIPS 2023 Self-Ensemble Protection: Training Checkpoints Are Good Data Protectors ICLR 2023 SELFOOD: Self-Supervised Out-Of-Distribution Detection via Learning to Rank EMNLP 2023 Semi-supervised Deep Large-Baseline Homography Estimation with Progressive Equivalence Constraint AAAI 2023 SERF: Towards Better Training of Deep Neural Networks Using Log-Softplus ERror Activation Function WACV 2023 SHEPHERD: Serving DNNs in the Wild NSDI 2023 Similar Hierarchical Representation of Speech and Other Complex Sounds In the Brain and Deep Residual Networks: An MEG Study Interspeech 2023 SLNet: A Spectrogram Learning Neural Network for Deep Wireless Sensing NSDI 2023 SLOTH: Structured Learning and Task-Based Optimization for Time Series Forecasting on Hierarchies AAAI 2023 Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023 Sparsity-aware generalization theory for deep neural networks COLT 2023