Neural Networks

Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning MIDL 2021 Direction-aware Feature-level Frequency Decomposition for Single Image Deraining IJCAI 2021 Discovering 3D Parts From Image Collections ICCV 2021 Discrete representations in neural models of spoken language EMNLP 2021 Disentangled Contour Learning for Quadrilateral Text Detection WACV 2021 Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective ICCV 2021 Disentangling Online Chats with DAG-structured LSTMs ACL 2021 Distilling Global and Local Logits With Densely Connected Relations ICCV 2021 Diverse Branch Block: Building a Convolution as an Inception-Like Unit CVPR 2021 Domain-Invariant Disentangled Network for Generalizable Object Detection ICCV 2021 Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark 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 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 Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition Interspeech 2021 DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021