Convolutional Neural Networks

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks NeurIPS 2015 Feedforward Semantic Segmentation With Zoom-Out Features CVPR 2015 Finding Action Tubes CVPR 2015 Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture CVPR 2015 Fully Convolutional Networks for Semantic Segmentation CVPR 2015 Going Deeper With Convolutions CVPR 2015 Grasp Type Revisited: A Modern Perspective on a Classical Feature for Vision CVPR 2015 Hypercolumns for Object Segmentation and Fine-Grained Localization CVPR 2015 Integrating Parametric and Non-Parametric Models For Scene Labeling CVPR 2015 Is Object Localization for Free? - Weakly-Supervised Learning With Convolutional Neural Networks CVPR 2015 Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal CVPR 2015 Learning a Sequential Search for Landmarks CVPR 2015 Learning Descriptors for Object Recognition and 3D Pose Estimation CVPR 2015 Learning to Compare Image Patches via Convolutional Neural Networks CVPR 2015 Learning to Segment Object Candidates NeurIPS 2015 MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching CVPR 2015 Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection CVPR 2015 Multi-Objective Convolutional Learning for Face Labeling CVPR 2015 MUlti-Store Tracker (MUSTer): A Cognitive Psychology Inspired Approach to Object Tracking CVPR 2015 Recurrent Convolutional Neural Network for Object Recognition CVPR 2015 Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Prediction NeurIPS 2015 Salient Object Subitizing CVPR 2015 segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection CVPR 2015 Semi-supervised Convolutional Neural Networks for Text Categorization via Region Embedding NeurIPS 2015 Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition CVPR 2015