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Model Architecture

4351 directly classified papers

Papers per year

Papers

ESPnet: End-to-End Speech Processing Toolkit INTERSPEECH 2018
Evolution of Neural Network Architectures for Speech Recognition INTERSPEECH 2018
End-to-End Speech Recognition from the Raw Waveform INTERSPEECH 2018
Subword and Crossword Units for CTC Acoustic Models INTERSPEECH 2018
Multi-channel Attention for End-to-End Speech Recognition INTERSPEECH 2018
CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR 2018
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018
Practical Block-Wise Neural Network Architecture Generation CVPR 2018
When does deep multi-task learning work for loosely related document classification tasks? EMNLP 2018
Efficient end-to-end learning for quantizable representations ICML 2018
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues NAACL 2018
Exploiting Deep Representations for Neural Machine Translation EMNLP 2018
Hierarchical Graph Representation Learning with Differentiable Pooling NIPS 2018
Efficient Neural Network Robustness Certification with General Activation Functions NIPS 2018
Cascaded Mutual Modulation for Visual Reasoning EMNLP 2018
MemoReader: Large-Scale Reading Comprehension through Neural Memory Controller EMNLP 2018
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning EMNLP 2018
Operation-guided Neural Networks for High Fidelity Data-To-Text Generation EMNLP 2018
Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU MLHC 2018
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks MLHC 2018
Deep Spine: Automated Lumbar Vertebral Segmentation, Disc-Level Designation, and Spinal Stenosis Grading using Deep Learning MLHC 2018
Evolving Learning for Analysing Mood-Related Infant Vocalisation INTERSPEECH 2018
A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR 2018
Efficient Video Object Segmentation via Network Modulation CVPR 2018
Mean-Variance Loss for Deep Age Estimation From a Face CVPR 2018