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Model Architecture

4351 directly classified papers

Papers per year

Papers

Rectified Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs IJCAI 2019
Dynamic Feature Fusion for Semantic Edge Detection IJCAI 2019
Manifold Mixup: Better Representations by Interpolating Hidden States ICML 2019
Rethinking Complex Neural Network Architectures for Document Classification NAACL 2019
Pushing the Envelope for RGB-Based Dense 3D Hand Pose Estimation via Neural Rendering CVPR 2019
A fully differentiable beam search decoder ICML 2019
Pointing Novel Objects in Image Captioning CVPR 2019
QATM: Quality-Aware Template Matching for Deep Learning CVPR 2019
Pixel-Adaptive Convolutional Neural Networks CVPR 2019
Second-Order Attention Network for Single Image Super-Resolution CVPR 2019
Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers CVPR 2019
Attention Branch Network: Learning of Attention Mechanism for Visual Explanation CVPR 2019
Complete the Look: Scene-Based Complementary Product Recommendation CVPR 2019
A Structured Model for Action Detection CVPR 2019
The Lower The Simpler: Simplifying Hierarchical Recurrent Models NAACL 2019
Dialogue Act Classification with Context-Aware Self-Attention NAACL 2019
Align, Attend and Locate: Chest X-Ray Diagnosis via Contrast Induced Attention Network With Limited Supervision ICCV 2019
Learning Trajectory Dependencies for Human Motion Prediction ICCV 2019
Entangled Transformer for Image Captioning ICCV 2019
Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning ICCV 2019
CondConv: Conditionally Parameterized Convolutions for Efficient Inference NIPS 2019
Global Sparse Momentum SGD for Pruning Very Deep Neural Networks NIPS 2019
Area Attention ICML 2019
Evaluating Lottery Tickets Under Distributional Shifts EMNLP 2019
NeuronBlocks: Building Your NLP DNN Models Like Playing Lego EMNLP 2019