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Model Architecture

4351 directly classified papers

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Papers

Decoupled Parallel Backpropagation with Convergence Guarantee ICML 2018
Spline Filters For End-to-End Deep Learning ICML 2018
A Boo(n) for Evaluating Architecture Performance ICML 2018
Refine or Represent: Residual Networks with Explicit Channel-wise Configuration IJCAI 2018
Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018
Ensemble Soft-Margin Softmax Loss for Image Classification IJCAI 2018
Optimization Algorithm Inspired Deep Neural Network Structure Design ACML 2018
Maximum Principle Based Algorithms for Deep Learning JMLR 2018
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture EMNLP 2018
Super Characters: A Conversion from Sentiment Classification to Image Classification EMNLP 2018
Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System EMNLP 2018
Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks EMNLP 2018
Improving the Transformer Translation Model with Document-Level Context EMNLP 2018
The emergence of spectral universality in deep networks AISTATS 2018
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations ICML 2018
Target Foresight Based Attention for Neural Machine Translation NAACL 2018
Self-Attentive Residual Decoder for Neural Machine Translation NAACL 2018
Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach NAACL 2018
Robust Multilingual Part-of-Speech Tagging via Adversarial Training NAACL 2018
Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy INTERSPEECH 2018
Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification INTERSPEECH 2018
All-Neural Multi-Channel Speech Enhancement INTERSPEECH 2018
Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement INTERSPEECH 2018
Air-Tissue Boundary Segmentation in Real-Time Magnetic Resonance Imaging Video Using Semantic Segmentation with Fully Convolutional Networks INTERSPEECH 2018
Speech Emotion Recognition by Combining Amplitude and Phase Information Using Convolutional Neural Network INTERSPEECH 2018