Convolutional Neural Networks

Gene Regulatory Network Inference using 3D Convolutional Neural Network AAAI 2021 Greedy Search Algorithm for Mixed Precision in Post-Training Quantization of Convolutional Neural Network Inspired by Submodular Optimization ACML 2021 HDR Environment Map Estimation for Real-Time Augmented Reality CVPR 2021 High-Resolution Deep Image Matting AAAI 2021 How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections? CVPR 2021 HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection CVPR 2021 ID-Unet: Iterative Soft and Hard Deformation for View Synthesis CVPR 2021 Inception Convolution With Efficient Dilation Search CVPR 2021 Interactive Speech and Noise Modeling for Speech Enhancement AAAI 2021 Involution: Inverting the Inherence of Convolution for Visual Recognition CVPR 2021 Is Each Layer Non-trivial in CNN? (Student Abstract) AAAI 2021 Iterative Filter Adaptive Network for Single Image Defocus Deblurring CVPR 2021 Learnable Dynamic Temporal Pooling for Time Series Classification AAAI 2021 Learning Semantic-Aware Dynamics for Video Prediction CVPR 2021 Learning To Fuse Asymmetric Feature Maps in Siamese Trackers CVPR 2021 Local Signal Adaptivity: Provable Feature Learning in Neural Networks Beyond Kernels NeurIPS 2021 Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances AAAI 2021 Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract) AAAI 2021 Mesoscopic Photogrammetry With an Unstabilized Phone Camera CVPR 2021 MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond ICLR 2021 MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network CVPR 2021 Multi-Stage Progressive Image Restoration CVPR 2021 NAS-HPO-Bench-II: A Benchmark Dataset on Joint Optimization of Convolutional Neural Network Architecture and Training Hyperparameters ACML 2021 Navigating the Kaleidoscope of COVID-19 Misinformation Using Deep Learning EMNLP 2021 NBNet: Noise Basis Learning for Image Denoising With Subspace Projection CVPR 2021