deep neural network

Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images NeurIPS 2019 Fairness-Aware Learning for Continuous Attributes and Treatments ICML 2019 Fast DNN Acoustic Model Speaker Adaptation by Learning Hidden Unit Contribution Features Interspeech 2019 Fisher Information and Natural Gradient Learning in Random Deep Networks AISTATS 2019 Focused Anchors Loss: cost-sensitive learning of discriminative features for imbalanced classification ACML 2019 From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction NeurIPS 2019 From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019 Generalization in multitask deep neural classifiers: a statistical physics approach NeurIPS 2019 Generalized Batch Normalization: Towards Accelerating Deep Neural Networks AAAI 2019 Generalized Boltzmann Machine with Deep Neural Structure AISTATS 2019 Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance IJCAI 2019 Gradient Descent Finds Global Minima of Deep Neural Networks ICML 2019 Grounding Human-To-Vehicle Advice for Self-Driving Vehicles CVPR 2019 Harmonic-Aligned Frame Mask Based on Non-Stationary Gabor Transform with Application to Content-Dependent Speaker Comparison Interspeech 2019 Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG AAAI 2019 Hilbert-Based Generative Defense for Adversarial Examples ICCV 2019 Hotels-50K: A Global Hotel Recognition Dataset AAAI 2019 How does Disagreement Help Generalization against Label Corruption? ICML 2019 HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-Scale Point Clouds CVPR 2019 Human Uncertainty Makes Classification More Robust ICCV 2019 Hybrid 8-bit Floating Point (HFP8) Training and Inference for Deep Neural Networks NeurIPS 2019 Hybrid Arbitration Using Raw ASR String and NLU Information — Taking the Best of Both Embedded World and Cloud World Interspeech 2019 IA-NET: Acceleration and Compression of Speech Enhancement Using Integer-Adder Deep Neural Network Interspeech 2019 IMEXnet A Forward Stable Deep Neural Network ICML 2019 Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering Interspeech 2019