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Model Architecture

4351 directly classified papers

Papers per year

Papers

Fully-Adaptive Feature Sharing in Multi-Task Networks With Applications in Person Attribute Classification CVPR 2017
Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks EMNLP 2017
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures EMNLP 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions EMNLP 2017
Learning to Predict Charges for Criminal Cases with Legal Basis EMNLP 2017
Learning Deep Architectures via Generalized Whitened Neural Networks ICML 2017
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs ICML 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR 2017
Attention is All you Need NIPS 2017
Differentiable Programs with Neural Libraries ICML 2017
More Is Less: A More Complicated Network With Less Inference Complexity CVPR 2017
Understanding Synthetic Gradients and Decoupled Neural Interfaces ICML 2017
Deep Learning With Low Precision by Half-Wave Gaussian Quantization CVPR 2017
Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning CVPR 2017
All You Need Is Beyond a Good Init: Exploring Better Solution for Training Extremely Deep Convolutional Neural Networks With Orthonormality and Modulation CVPR 2017
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections ICML 2017
Programming with a Differentiable Forth Interpreter ICML 2017
Recurrent Attention Network on Memory for Aspect Sentiment Analysis EMNLP 2017
On the Influence of Modifying Magnitude and Phase Spectrum to Enhance Noisy Speech Signals INTERSPEECH 2017
S3Pool: Pooling With Stochastic Spatial Sampling CVPR 2017
Multi-Level Attention Networks for Visual Question Answering CVPR 2017
Densely Connected Convolutional Networks CVPR 2017
A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment CVPR 2017
Structured-Based Curriculum Learning for End-to-End English-Japanese Speech Translation INTERSPEECH 2017
Growing a Brain: Fine-Tuning by Increasing Model Capacity CVPR 2017