deep neural network

In What Ways Are Deep Neural Networks Invariant and How Should We Measure This? NeurIPS 2022 Label Encoding for Regression Networks ICLR 2022 Large-scale Optimization of Partial AUC in a Range of False Positive Rates NeurIPS 2022 Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022 Learning Under Label Noise for Robust Spoken Language Understanding systems Interspeech 2022 Learning With Twin Noisy Labels for Visible-Infrared Person Re-Identification CVPR 2022 Left Heavy Tails and the Effectiveness of the Policy and Value Networks in DNN-based best-first search for Sokoban Planning NeurIPS 2022 Leveraging Semantic and Sentiment Knowledge for User-Generated Text Sentiment Classification COLING 2022 Leveraging Test-Time Consensus Prediction for Robustness Against Unseen Noise WACV 2022 Locally Distributed Activation Vectors for Guided Feature Attribution COLING 2022 Logit Perturbation AAAI 2022 Looking Beyond GPUs for DNN Scheduling on Multi-Tenant Clusters OSDI 2022 MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids Interspeech 2022 Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization NeurIPS 2022 Memory-Augmented Deep Conditional Unfolding Network for Pan-Sharpening CVPR 2022 Merry Go Round: Rotate a Frame and Fool a DNN CVPR 2022 MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022 Mixed Differential Privacy in Computer Vision CVPR 2022 Modeling Multi-Granularity Hierarchical Features for Relation Extraction NAACL 2022 Model Stealing Defense against Exploiting Information Leak through the Interpretation of Deep Neural Nets IJCAI 2022 Monoaural Speech Enhancement Using a Nested U-Net with Two-Level Skip Connections Interspeech 2022 Multi-class AUC Optimization for Robust Small-footprint Keyword Spotting with Limited Training Data Interspeech 2022 Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path ICLR 2022 Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments Interspeech 2022 Neural Network Pruning by Cooperative Coevolution IJCAI 2022