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Model Architecture

4351 directly classified papers

Papers per year

Papers

ASAC: Active Sensing using Actor-Critic models MLHC 2019
Temporal Graph Convolutional Networks for Automatic Seizure Detection MLHC 2019
A Deep Learning Approach to Automatic Characterisation of Rhythm in Non-Native English Speech INTERSPEECH 2019
A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification INTERSPEECH 2019
Vocal Pitch Extraction in Polyphonic Music Using Convolutional Residual Network INTERSPEECH 2019
Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice INTERSPEECH 2019
Adapting Transformer to End-to-End Spoken Language Translation INTERSPEECH 2019
Partially Encrypted Deep Learning using Functional Encryption NIPS 2019
BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering NAACL 2019
KCNN: Kernel-wise Quantization to Remarkably Decrease Multiplications in Convolutional Neural Network IJCAI 2019
BPAM: Recommendation Based on BP Neural Network with Attention Mechanism IJCAI 2019
Event Detection with Trigger-Aware Lattice Neural Network IJCNLP 2019
Probability Distillation: A Caveat and Alternatives UAI 2019
Same, Same But Different: Recovering Neural Network Quantization Error Through Weight Factorization ICML 2019
Good Initializations of Variational Bayes for Deep Models ICML 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks ICML 2019
Adaptive Neural Trees ICML 2019
MixUp as Locally Linear Out-of-Manifold Regularization AAAI 2019
GeniePath: Graph Neural Networks with Adaptive Receptive Paths AAAI 2019
SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA ACML 2019
An Anchor-Free Oriented Text Detector with Connectionist Text Proposal Network ACML 2019
Capsule Networks Need an Improved Routing Algorithm ACML 2019
Towards Understanding the Generalization Bias of Two Layer Convolutional Linear Classifiers with Gradient Descent AISTATS 2019
Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations AAAI 2019
Balanced Sparsity for Efficient DNN Inference on GPU AAAI 2019