deep neural network

Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021 Comparing Speech Enhancement Techniques for Voice Adaptation-Based Speech Synthesis Interspeech 2021 Connecting Sphere Manifolds Hierarchically for Regularization ICML 2021 Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NeurIPS 2021 Contextual Dropout: An Efficient Sample-Dependent Dropout Module ICLR 2021 Continuous vs. Discrete Optimization of Deep Neural Networks NeurIPS 2021 Conversion of Airborne to Bone-Conducted Speech with Deep Neural Networks Interspeech 2021 DDPNOpt: Differential Dynamic Programming Neural Optimizer ICLR 2021 Deep Audio-Visual Speech Separation Based on Facial Motion Interspeech 2021 Deep Cox Mixtures for Survival Regression MLHC 2021 Deep Extended Hazard Models for Survival Analysis NeurIPS 2021 Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification AAAI 2021 DeepME: Deep Mixture Experts for Large-scale Image Classification IJCAI 2021 Deep Networks Provably Classify Data on Curves NeurIPS 2021 Deep Neural Networks Are Congestion Games: From Loss Landscape to Wardrop Equilibrium and Beyond AISTATS 2021 Deep Noise Suppression with Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data Interspeech 2021 DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation WACV 2021 Deep Partial Rank Aggregation for Personalized Attributes AAAI 2021 Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation NeurIPS 2021 DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis AAAI 2021 Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs NeurIPS 2021 Differentially Private Learning Needs Better Features (or Much More Data) ICLR 2021 Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning MIDL 2021 DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks CVPR 2021 Disrupting Deep Uncertainty Estimation Without Harming Accuracy NeurIPS 2021