Convolutional Neural Networks

Generalisation in humans and deep neural networks NeurIPS 2018 GeoNet: Geometric Neural Network for Joint Depth and Surface Normal Estimation CVPR 2018 Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NeurIPS 2018 Harmonious Attention Network for Person Re-Identification CVPR 2018 Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN ACML 2018 Im2Pano3D: Extrapolating 360° Structure and Semantics Beyond the Field of View CVPR 2018 Image Inpainting via Generative Multi-column Convolutional Neural Networks NeurIPS 2018 Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018 Introspection for convolutional automatic speech recognition EMNLP 2018 Invertibility of Convolutional Generative Networks from Partial Measurements NeurIPS 2018 Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution NeurIPS 2018 Kernelized Subspace Pooling for Deep Local Descriptors CVPR 2018 Learning a Discriminative Prior for Blind Image Deblurring CVPR 2018 Learning Better Internal Structure of Words for Sequence Labeling EMNLP 2018 Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs EMNLP 2018 Learning Dual Convolutional Neural Networks for Low-Level Vision CVPR 2018 Learning filter widths of spectral decompositions with wavelets NeurIPS 2018 Learning Structure and Strength of CNN Filters for Small Sample Size Training CVPR 2018 Learning to Detect Features in Texture Images CVPR 2018 Learning to Estimate 3D Human Pose and Shape From a Single Color Image CVPR 2018 Learning to Understand Image Blur CVPR 2018 Learning Versatile Filters for Efficient Convolutional Neural Networks NeurIPS 2018 LIME: Live Intrinsic Material Estimation CVPR 2018 LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR 2018 Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion CVPR 2018