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Model Architecture

4351 directly classified papers

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Papers

Cooperative Pruning in Cross-Domain Deep Neural Network Compression IJCAI 2019
DeepAPF: Deep Attentive Probabilistic Factorization for Multi-site Video Recommendation IJCAI 2019
Why ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem CVPR 2019
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization CVPR 2019
Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting CVPR 2019
Learning-Based Sampling for Natural Image Matting CVPR 2019
Sensitive-Sample Fingerprinting of Deep Neural Networks CVPR 2019
SpotTune: Transfer Learning Through Adaptive Fine-Tuning CVPR 2019
OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks CVPR 2019
Conditional Adversarial Generative Flow for Controllable Image Synthesis CVPR 2019
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019
Building Efficient Deep Neural Networks With Unitary Group Convolutions CVPR 2019
Efficient Neural Network Compression CVPR 2019
Star-Transformer NAACL 2019
Frequency vs. Association for Constraint Selection in Usage-Based Construction Grammar NAACL 2019
The Active-Filler Strategy in a Move-Eager Left-Corner Minimalist Grammar Parser NAACL 2019
Saliency Learning: Teaching the Model Where to Pay Attention NAACL 2019
Convolutional Self-Attention Networks NAACL 2019
Extract, Adapt and Recognize: An End-to-End Neural Network for Corrupted Monaural Speech Recognition INTERSPEECH 2019
Graph Element Networks: adaptive, structured computation and memory ICML 2019
Analyzing the Structure of Attention in a Transformer Language Model ACL 2019
On the Realization of Compositionality in Neural Networks ACL 2019
ClearTAC: Verb Tense, Aspect, and Form Classification Using Neural Nets ACL 2019
Neural Lemmatization of Multiword Expressions ACL 2019
K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection IJCAI 2019