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Model Architecture

4351 directly classified papers

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Papers

Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition INTERSPEECH 2019
Biologically Motivated Algorithms for Propagating Local Target Representations AAAI 2019
MINA: Multilevel Knowledge-Guided Attention for Modeling Electrocardiography Signals IJCAI 2019
PRoFET: Predicting the Risk of Firms from Event Transcripts IJCAI 2019
Smooth Deep Image Generator from Noises AAAI 2019
Sentence-Level Content Planning and Style Specification for Neural Text Generation IJCNLP 2019
Context-Aware Self-Attention Networks AAAI 2019
Joint Optimization of Neural Acoustic Beamforming and Dereverberation with x-Vectors for Robust Speaker Verification INTERSPEECH 2019
Fixing Mini-batch Sequences with Hierarchical Robust Partitioning AISTATS 2019
Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition INTERSPEECH 2019
NeuronBlocks: Building Your NLP DNN Models Like Playing Lego IJCNLP 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis IJCNLP 2019
A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing IJCNLP 2019
Recurrent Positional Embedding for Neural Machine Translation IJCNLP 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction IJCNLP 2019
Focused Quantization for Sparse CNNs NIPS 2019
Similarity of Neural Network Representations Revisited ICML 2019
On the Impact of the Activation function on Deep Neural Networks Training ICML 2019
Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications ICML 2019
Rate Distortion For Model Compression:From Theory To Practice ICML 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities ICML 2019
P2SGrad: Refined Gradients for Optimizing Deep Face Models CVPR 2019
3D Appearance Super-Resolution With Deep Learning CVPR 2019
PointConv: Deep Convolutional Networks on 3D Point Clouds CVPR 2019
Kernel Transformer Networks for Compact Spherical Convolution CVPR 2019