Papers
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping
Suhas Lohit, Qiao Wang, Pavan Turaga
A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes
Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
Variational Autoencoders Pursue PCA Directions (by Accident)
Michal Rolinek, Dominik Zietlow, Georg Martius
Object Counting and Instance Segmentation With Image-Level Supervision
Hisham Cholakkal, Guolei Sun, Fahad Shahbaz Khan et al.
Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning
Kshitij Dwivedi, Gemma Roig
PIEs: Pose Invariant Embeddings
Chih-Hui Ho, Pedro Morgado, Amir Persekian et al.
Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments
Xueting Li, Sifei Liu, Kihwan Kim et al.
Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks
Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno et al.
Skin-Based Identification From Multispectral Image Data Using CNNs
Takeshi Uemori, Atsushi Ito, Yusuke Moriuchi et al.
Semantic Attribute Matching Networks
Seungryong Kim, Dongbo Min, Somi Jeong et al.
Dichromatic Model Based Temporal Color Constancy for AC Light Sources
Jun-Sang Yoo, Jong-Ok Kim
PDE Acceleration for Active Contours
Anthony Yezzi, Ganesh Sundaramoorthi, Minas Benyamin
Convolutional Neural Networks Can Be Deceived by Visual Illusions
Alexander Gomez-Villa, Adrian Martin, Javier Vazquez-Corral et al.
Event Cameras, Contrast Maximization and Reward Functions: An Analysis
Timo Stoffregen, Lindsay Kleeman
Scalable Convolutional Neural Network for Image Compressed Sensing
Wuzhen Shi, Feng Jiang, Shaohui Liu et al.
Focus Is All You Need: Loss Functions for Event-Based Vision
Guillermo Gallego, Mathias Gehrig, Davide Scaramuzza
Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset
Tianyu Wang, Xin Yang, Ke Xu et al.
Knowing When to Stop: Evaluation and Verification of Conformity to Output-Size Specifications
Chenglong Wang, Rudy Bunel, Krishnamurthy Dvijotham et al.
Learning Parallax Attention for Stereo Image Super-Resolution
Longguang Wang, Yingqian Wang, Zhengfa Liang et al.
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Anurag Ranjan, Varun Jampani, Lukas Balles et al.
Using Unknown Occluders to Recover Hidden Scenes
Adam B. Yedidia, Manel Baradad, Christos Thrampoulidis et al.
Deep Defocus Map Estimation Using Domain Adaptation
Junyong Lee, Sungkil Lee, Sunghyun Cho et al.
Quasi-Unsupervised Color Constancy
Simone Bianco, Claudio Cusano
Spectral Reconstruction From Dispersive Blur: A Novel Light Efficient Spectral Imager
Yuanyuan Zhao, Xuemei Hu, Hui Guo et al.
Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions
Zhilin Zheng, Li Sun