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Model Architecture

4351 directly classified papers

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Papers

Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection EMNLP 2019
A Light Convolutional GRU-RNN Deep Feature Extractor for ASV Spoofing Detection INTERSPEECH 2019
Look-up and Adapt: A One-shot Semantic Parser EMNLP 2019
Kronecker Recurrent Units ICML 2018
SparseMAP: Differentiable Sparse Structured Inference ICML 2018
Where to Prune: Using LSTM to Guide End-to-end Pruning IJCAI 2018
Attention-based End-to-End Models for Small-Footprint Keyword Spotting INTERSPEECH 2018
Self-Attention: A Better Building Block for Sentiment Analysis Neural Network Classifiers EMNLP 2018
Recurrently Controlled Recurrent Networks NIPS 2018
Efficient and Deep Person Re-Identification Using Multi-Level Similarity CVPR 2018
SPLATNet: Sparse Lattice Networks for Point Cloud Processing CVPR 2018
Deep Diffeomorphic Transformer Networks CVPR 2018
Deep Hashing via Discrepancy Minimization CVPR 2018
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification CVPR 2018
Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NIPS 2018
Bilinear Attention Networks NIPS 2018
An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation EMNLP 2018
Portable, layer-wise task performance monitoring for NLP models EMNLP 2018
Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming NIPS 2018
Modular Networks: Learning to Decompose Neural Computation NIPS 2018
Spectral Signatures in Backdoor Attacks NIPS 2018
Towards Pose Invariant Face Recognition in the Wild CVPR 2018
NISP: Pruning Networks Using Neuron Importance Score Propagation CVPR 2018
Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural Networks CVPR 2018
Multi-Task Zipping via Layer-wise Neuron Sharing NIPS 2018