Papers
Deep Metric Learning to Rank
Fatih Cakir, Kun He, Xide Xia et al.
Attentive Single-Tasking of Multiple Tasks
Kevis-Kokitsi Maninis, Ilija Radosavovic, Iasonas Kokkinos
Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach
Yuhua Chen, Wen Li, Xiaoran Chen et al.
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning
Xin Wang, Fisher Yu, Ruth Wang et al.
Density Map Regression Guided Detection Network for RGB-D Crowd Counting and Localization
Dongze Lian, Jing Li, Jia Zheng et al.
Predicting Future Frames Using Retrospective Cycle GAN
Yong-Hoon Kwon, Min-Gyu Park
Temporal Cycle-Consistency Learning
Debidatta Dwibedi, Yusuf Aytar, Jonathan Tompson et al.
CrDoCo: Pixel-Level Domain Transfer With Cross-Domain Consistency
Yun-Chun Chen, Yen-Yu Lin, Ming-Hsuan Yang et al.
Adaptively Connected Neural Networks
Guangrun Wang, Keze Wang, Liang Lin
Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction
Yifei Shi, Angel X. Chang, Zhelun Wu et al.
Searching for a Robust Neural Architecture in Four GPU Hours
Xuanyi Dong, Yi Yang
Attention-Guided Network for Ghost-Free High Dynamic Range Imaging
Qingsen Yan, Dong Gong, Qinfeng Shi et al.
Blind Image Deblurring With Local Maximum Gradient Prior
Liang Chen, Faming Fang, Tingting Wang et al.
ODE-Inspired Network Design for Single Image Super-Resolution
Xiangyu He, Zitao Mo, Peisong Wang et al.
Towards Real Scene Super-Resolution With Raw Images
Xiangyu Xu, Yongrui Ma, Wenxiu Sun
Toward Convolutional Blind Denoising of Real Photographs
Shi Guo, Zifei Yan, Kai Zhang et al.
Spatially Variant Linear Representation Models for Joint Filtering
Jinshan Pan, Jiangxin Dong, Jimmy S. Ren et al.
Deep Network Interpolation for Continuous Imagery Effect Transition
Xintao Wang, Ke Yu, Chao Dong et al.
Sea-Thru: A Method for Removing Water From Underwater Images
Derya Akkaynak, Tali Treibitz
Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels
Kai Zhang, Wangmeng Zuo, Lei Zhang
Frame-Consistent Recurrent Video Deraining With Dual-Level Flow
Wenhan Yang, Jiaying Liu, Jiashi Feng
Camera Lens Super-Resolution
Chang Chen, Zhiwei Xiong, Xinmei Tian et al.
Learning to Calibrate Straight Lines for Fisheye Image Rectification
Zhucun Xue, Nan Xue, Gui-Song Xia et al.
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning
Ruoteng Li, Loong-Fah Cheong, Robby T. Tan
Attentive Feedback Network for Boundary-Aware Salient Object Detection
Mengyang Feng, Huchuan Lu, Errui Ding