deep neural network

Non-Intrusive Speech Quality Assessment with Transfer Learning and Subject-Specific Scaling Interspeech 2021 Object Detection in Densely Packed Scenes via Semi-Supervised Learning with Dual Consistency IJCAI 2021 On ADMM in Deep Learning: Convergence and Saturation-Avoidance JMLR 2021 One Size Does Not Fit All in Resource-Constrained ASR Interspeech 2021 Online Meta-Learning via Learning with Layer-Distributed Memory NeurIPS 2021 On the geometry of generalization and memorization in deep neural networks ICLR 2021 Ontology-Driven Event Type Classification in Images WACV 2021 Opponent Hand Estimation in Gin Rummy Using Deep Neural Networks and Heuristic Strategies AAAI 2021 OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization AAAI 2021 Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs CVPR 2021 ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification Interspeech 2021 PAC Confidence Predictions for Deep Neural Network Classifiers ICLR 2021 PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections OSDI 2021 Phone-Level Pronunciation Scoring for Spanish Speakers Learning English Using a GOP-DNN System Interspeech 2021 Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling NeurIPS 2021 Physics-Enhanced Machine Learning for Virtual Fluorescence Microscopy ICCV 2021 PID-Based Approach to Adversarial Attacks AAAI 2021 Piper: Multidimensional Planner for DNN Parallelization NeurIPS 2021 Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer Identification AAAI 2021 Positive-Congruent Training: Towards Regression-Free Model Updates CVPR 2021 Practical Single-Image Super-Resolution Using Look-Up Table CVPR 2021 Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans AAAI 2021 Predicting Deep Neural Network Generalization with Perturbation Response Curves NeurIPS 2021 ProSelfLC: Progressive Self Label Correction for Training Robust Deep Neural Networks CVPR 2021 Provable Memorization via Deep Neural Networks using Sub-linear Parameters COLT 2021