Model Architecture

Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians NeurIPS 2020 Design Space for Graph Neural Networks NeurIPS 2020 Devon: Deformable Volume Network for Learning Optical Flow WACV 2020 DIANet: Dense-and-Implicit Attention Network AAAI 2020 Differentiable Logic Layer for Rule Guided Trajectory Prediction CoRL 2020 Differentiable Product Quantization for End-to-End Embedding Compression ICML 2020 Differential Equation Units: Learning Functional Forms of Activation Functions from Data AAAI 2020 Differentiation of Blackbox Combinatorial Solvers ICLR 2020 DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling NeurIPS 2020 DiffTaichi: Differentiable Programming for Physical Simulation ICLR 2020 Direct Feedback Alignment Scales to Modern Deep Learning Tasks and Architectures NeurIPS 2020 Directional Pruning of Deep Neural Networks NeurIPS 2020 Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks IJCAI 2020 Discriminative Jackknife: Quantifying Uncertainty in Deep Learning via Higher-Order Influence Functions ICML 2020 Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism AAAI 2020 DMCP: Differentiable Markov Channel Pruning for Neural Networks CVPR 2020 Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? NeurIPS 2020 Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks ICLR 2020 DropNet: Reducing Neural Network Complexity via Iterative Pruning ICML 2020 DSNDM: Deep Siamese Neural Discourse Model with Attention for Text Pairs Categorization and Ranking EMNLP 2020 Dual Low-Rank Multimodal Fusion EMNLP 2020 DurIAN: Duration Informed Attention Network for Speech Synthesis Interspeech 2020 DWM: A Decomposable Winograd Method for Convolution Acceleration AAAI 2020 Dynamic Model Pruning with Feedback ICLR 2020 Dynamic Sparse Training: Find Efficient Sparse Network From Scratch With Trainable Masked Layers ICLR 2020