deep neural network

BNUDC: A Two-Branched Deep Neural Network for Restoring Images From Under-Display Cameras CVPR 2022 Boosting the Performance of Generic Deep Neural Network Frameworks with Log-supermodular CRFs NeurIPS 2022 Calibrating Deep Neural Networks by Pairwise Constraints CVPR 2022 CAT: Customized Adversarial Training for Improved Robustness IJCAI 2022 Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022 Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers Interspeech 2022 Confidence-based Reliable Learning under Dual Noises NeurIPS 2022 Consistency Regularization for Adversarial Robustness AAAI 2022 Content-Context Factorized Representations for Automated Speech Recognition Interspeech 2022 Continual Learning with Filter Atom Swapping ICLR 2022 Cost-Sensitive Self-Training for Optimizing Non-Decomposable Metrics NeurIPS 2022 Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN IJCAI 2022 COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies AAAI 2022 Cross-Layer Similarity Knowledge Distillation for Speech Enhancement Interspeech 2022 Cross-Loss Influence Functions to Explain Deep Network Representations AISTATS 2022 DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution Networks WACV 2022 Darts: User-Friendly Modern Machine Learning for Time Series JMLR 2022 Data-Efficient Backdoor Attacks IJCAI 2022 DAVINZ: Data Valuation using Deep Neural Networks at Initialization ICML 2022 Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods MLHC 2022 DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding AAAI 2022 DeepFry: Identifying Vocal Fry Using Deep Neural Networks Interspeech 2022 Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity AAAI 2022 Deep Learning Approaches for Detecting Alzheimer’s Dementia from Conversational Speech of ILSE Study Interspeech 2022 Deep Learning Methods for Proximal Inference via Maximum Moment Restriction NeurIPS 2022