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Deep Learning

1397 directly classified papers

Papers per year

Papers

Visualizing the Loss Landscape of Neural Nets NIPS 2018
Disconnected Manifold Learning for Generative Adversarial Networks NIPS 2018
Functional Gradient Boosting based on Residual Network Perception ICML 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML 2018
Black Box FDR ICML 2018
Deep Convolutional Neural Network with Scalogram for Audio Scene Modeling INTERSPEECH 2018
RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets ACML 2018
Learning Discriminative Features for Speaker Identification and Verification INTERSPEECH 2018
Speech Processing in the Human Brain Meets Deep Learning INTERSPEECH 2018
Deep Learning Techniques for Koala Activity Detection INTERSPEECH 2018
Role of Regularization in the Prediction of Valence from Speech INTERSPEECH 2018
The glass ceiling in NLP EMNLP 2018
Adversarial Time-to-Event Modeling ICML 2018
Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification INTERSPEECH 2018
The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning ICML 2018
End-to-End Deep Kronecker-Product Matching for Person Re-Identification CVPR 2018
Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks INTERSPEECH 2018
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation INTERSPEECH 2018
Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks INTERSPEECH 2018
Mining Possessions: Existence, Type and Temporal Anchors NAACL 2018
Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks INTERSPEECH 2018
On Learning to Identify Genders from Raw Speech Signal Using CNNs INTERSPEECH 2018
End-to-end Deep Neural Network Age Estimation INTERSPEECH 2018
Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts INTERSPEECH 2018
Gradient Descent Learns Linear Dynamical Systems JMLR 2018