deep neural network

Uncertainty Estimation for Connectionist Temporal Classification Based Automatic Speech Recognition Interspeech 2023 Understanding Deep Gradient Leakage via Inversion Influence Functions NeurIPS 2023 UNICORN: A Unified Backdoor Trigger Inversion Framework ICLR 2023 UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures NeurIPS 2023 Unsupervised Auditory and Semantic Entrainment Models with Deep Neural Networks Interspeech 2023 USDNL: Uncertainty-Based Single Dropout in Noisy Label Learning AAAI 2023 Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks AISTATS 2023 Voice Passing : a Non-Binary Voice Gender Prediction System for evaluating Transgender voice transition Interspeech 2023 Weighted Von Mises Distribution-based Loss Function for Real-time STFT Phase Reconstruction Using DNN Interspeech 2023 Welder: Scheduling Deep Learning Memory Access via Tile-graph OSDI 2023 What are differences? Comparing DNN and Human by Their Performance and Characteristics in Speaker Age Estimation Interspeech 2023 What Do Deep Saliency Models Learn about Visual Attention? NeurIPS 2023 When Does Optimizing a Proper Loss Yield Calibration? NeurIPS 2023 Which Layer is Learning Faster? A Systematic Exploration of Layer-wise Convergence Rate for Deep Neural Networks ICLR 2023 Window-Based Distribution Shift Detection for Deep Neural Networks NeurIPS 2023 Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic ICLR 2023 Words are all you need? Language as an approximation for human similarity judgments ICLR 2023 Zeus: Understanding and Optimizing GPU Energy Consumption of DNN Training NSDI 2023 3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022 3D Manifold Topology Based Medical Image Data Augmentation ACML 2022 Accelerating Shapley Explanation via Contributive Cooperator Selection ICML 2022 Accuracy meets Diversity in a News Recommender System COLING 2022 Acoustic To Articulatory Speech Inversion Using Multi-Resolution Spectro-Temporal Representations Of Speech Signals Interspeech 2022 A Deep Learning Dataloader with Shared Data Preparation NeurIPS 2022 Advantage of Deep Neural Networks for Estimating Functions with Singularity on Hypersurfaces JMLR 2022