Model Architecture

Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations CVPR 2020 Geom-GCN: Geometric Graph Convolutional Networks ICLR 2020 GIFnets: Differentiable GIF Encoding Framework CVPR 2020 GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing JMLR 2020 GMAN: A Graph Multi-Attention Network for Traffic Prediction AAAI 2020 GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation ICML 2020 Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection ICML 2020 Go Wide, Then Narrow: Efficient Training of Deep Thin Networks ICML 2020 GP-NAS: Gaussian Process Based Neural Architecture Search CVPR 2020 Gradient ℓ_1 Regularization for Quantization Robustness ICLR 2020 Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling EMNLP 2020 Graph Cross Networks with Vertex Infomax Pooling NeurIPS 2020 Graph Enhanced Dual Attention Network for Document-Level Relation Extraction COLING 2020 Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem EMNLP 2020 GrappaNet: Combining Parallel Imaging With Deep Learning for Multi-Coil MRI Reconstruction CVPR 2020 Greedy Optimization Provably Wins the Lottery: Logarithmic Number of Winning Tickets is Enough NeurIPS 2020 Group-Wise Dynamic Dropout Based on Latent Semantic Variations AAAI 2020 GSSNN: Graph Smoothing Splines Neural Networks AAAI 2020 GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition AAAI 2020 Hamiltonian Generative Networks ICLR 2020 Harmonic Lowering for Accelerating Harmonic Convolution for Audio Signals Interspeech 2020 Harmonious Coexistence of Structured Weight Pruning and Ternarization for Deep Neural Networks AAAI 2020 HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks NeurIPS 2020 Hierarchical Pyramid Diverse Attention Networks for Face Recognition CVPR 2020 High Performance Depthwise and Pointwise Convolutions on Mobile Devices AAAI 2020