Architectures

Do Transformers Really Perform Badly for Graph Representation? NeurIPS 2021 Doubly infinite residual neural networks: a diffusion process approach JMLR 2021 Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding AAAI 2021 Do Vision Transformers See Like Convolutional Neural Networks? NeurIPS 2021 Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training ICML 2021 Do Wide and Deep Networks Learn the Same Things? Uncovering How Neural Network Representations Vary with Width and Depth ICLR 2021 Do Wider Neural Networks Really Help Adversarial Robustness? NeurIPS 2021 DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation AAAI 2021 Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer CVPR 2021 DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting EACL 2021 DramaCoref: A Hybrid Coreference Resolution System for German Theater Plays EMNLP 2021 Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks NeurIPS 2021 DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer ICCV 2021 Driving Among Flatmobiles: Bird-Eye-View Occupancy Grids From a Monocular Camera for Holistic Trajectory Planning WACV 2021 DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks NeurIPS 2021 Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation Interspeech 2021 Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition Interspeech 2021 DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021 DTMNet: A Discrete Tchebichef Moments-Based Deep Neural Network for Multi-Focus Image Fusion ICCV 2021 Dual Adversarial Graph Neural Networks for Multi-label Cross-modal Retrieval AAAI 2021 Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition Interspeech 2021 Dual Compositional Learning in Interactive Image Retrieval AAAI 2021 Dual Contradistinctive Generative Autoencoder CVPR 2021 DualGraph: A Graph-Based Method for Reasoning About Label Noise CVPR 2021 Dual Graph Convolutional Networks for Aspect-based Sentiment Analysis ACL 2021