Neural Networks

Physics-Based Iterative Projection Complex Neural Network for Phase Retrieval in Lensless Microscopy Imaging CVPR 2021 Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models AAAI 2021 Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes CVPR 2021 Pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis CVPR 2021 Pixel Codec Avatars CVPR 2021 Pixel Difference Networks for Efficient Edge Detection ICCV 2021 pixelNeRF: Neural Radiance Fields From One or Few Images CVPR 2021 Pixel-Perfect Structure-From-Motion With Featuremetric Refinement ICCV 2021 Plan-then-Generate: Controlled Data-to-Text Generation via Planning EMNLP 2021 PLUGIn: A simple algorithm for inverting generative models with recovery guarantees NeurIPS 2021 Point Cloud Semantic Scene Completion from RGB-D Images AAAI 2021 Point Cloud Upsampling via Disentangled Refinement CVPR 2021 Pose Invariant Topological Memory for Visual Navigation ICCV 2021 Positions, Channels, and Layers: Fully Generalized Non-Local Network for Singer Identification AAAI 2021 Post-hoc loss-calibration for Bayesian neural networks UAI 2021 Practical Massively Parallel Monte-Carlo Tree Search Applied to Molecular Design ICLR 2021 Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network MIDL 2021 Predicting Traffic Congestion Evolution: A Deep Meta Learning Approach IJCAI 2021 Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics NeurIPS 2021 Preprocessing Solutions for Detection of Sarcasm and Sentiment for Arabic EACL 2021 Pretraining Boosts Out-of-Domain Robustness for Pose Estimation WACV 2021 PrimitiveNet: Primitive Instance Segmentation With Local Primitive Embedding Under Adversarial Metric ICCV 2021 Private Text Classification with Convolutional Neural Networks NAACL 2021 Proactive Privacy-preserving Learning for Retrieval AAAI 2021 Probabilistic selection of inducing points in sparse Gaussian processes UAI 2021