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Model Architecture

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Papers

Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ACL 2019
AutoGAN: Neural Architecture Search for Generative Adversarial Networks ICCV 2019
Efficient Forward Architecture Search NIPS 2019
DATA: Differentiable ArchiTecture Approximation NIPS 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
Language Modeling with Deep Transformers INTERSPEECH 2019
Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images ICCV 2019
GP2C: Geometric Projection Parameter Consensus for Joint 3D Pose and Focal Length Estimation in the Wild ICCV 2019
How Do Neural Networks See Depth in Single Images? ICCV 2019
Adaptative Inference Cost With Convolutional Neural Mixture Models ICCV 2019
SRM: A Style-Based Recalibration Module for Convolutional Neural Networks ICCV 2019
Differentiable Kernel Evolution ICCV 2019
Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo ICCV 2019
Sharpen Focus: Learning With Attention Separability and Consistency ICCV 2019
DeepRec: An Open-source Toolkit for Deep Learning based Recommendation IJCAI 2019
Group Reconstruction and Max-Pooling Residual Capsule Network IJCAI 2019
Structure Learning for Neural Module Networks EMNLP 2019
Sharing Attention Weights for Fast Transformer IJCAI 2019
Coreference Aware Representation Learning for Neural Named Entity Recognition IJCAI 2019
Neural News Recommendation with Attentive Multi-View Learning IJCAI 2019
MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting IJCAI 2019
CLVSA: A Convolutional LSTM Based Variational Sequence-to-Sequence Model with Attention for Predicting Trends of Financial Markets IJCAI 2019
Coarse-to-Fine Image Inpainting via Region-wise Convolutions and Non-Local Correlation IJCAI 2019
Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models IJCAI 2019
Advocacy Learning: Learning through Competition and Class-Conditional Representations IJCAI 2019