Papers
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model
Haichuan Yang, Yuhao Zhu, Ji Liu
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset
Martin Mundt, Sagnik Majumder, Sreenivas Murali et al.
An End-To-End Network for Generating Social Relationship Graphs
Arushi Goel, Keng Teck Ma, Cheston Tan
Single-Frame Regularization for Temporally Stable CNNs
Gabriel Eilertsen, Rafal K. Mantiuk, Jonas Unger
Pixel-Adaptive Convolutional Neural Networks
Hang Su, Varun Jampani, Deqing Sun et al.
A Convex Relaxation for Multi-Graph Matching
Paul Swoboda, Dagmar Kainm, Ashkan Mokarian et al.
MAP Inference via Block-Coordinate Frank-Wolfe Algorithm
Paul Swoboda, Vladimir Kolmogorov
Guaranteed Matrix Completion Under Multiple Linear Transformations
Chao Li, Wei He, Longhao Yuan et al.
A Sufficient Condition for Convergences of Adam and RMSProp
Fangyu Zou, Li Shen, Zequn Jie et al.
Lifting Vectorial Variational Problems: A Natural Formulation Based on Geometric Measure Theory and Discrete Exterior Calculus
Thomas Mollenhoff, Daniel Cremers
Probabilistic Permutation Synchronization Using the Riemannian Structure of the Birkhoff Polytope
Tolga Birdal, Umut Simsekli
Path-Invariant Map Networks
Zaiwei Zhang, Zhenxiao Liang, Lemeng Wu et al.
Devil Is in the Edges: Learning Semantic Boundaries From Noisy Annotations
David Acuna, Amlan Kar, Sanja Fidler
Second-Order Attention Network for Single Image Super-Resolution
Tao Dai, Jianrui Cai, Yongbing Zhang et al.
Modulating Image Restoration With Continual Levels via Adaptive Feature Modification Layers
Jingwen He, Chao Dong, Yu Qiao
Residual Networks for Light Field Image Super-Resolution
Shuo Zhang, Youfang Lin, Hao Sheng
Unprocessing Images for Learned Raw Denoising
Tim Brooks, Ben Mildenhall, Tianfan Xue et al.
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors
Yosef Gandelsman, Assaf Shocher, Michal Irani
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning
Yurun Tian, Xin Yu, Bin Fan et al.
DVC: An End-To-End Deep Video Compression Framework
Guo Lu, Wanli Ouyang, Dong Xu et al.
DAVANet: Stereo Deblurring With View Aggregation
Shangchen Zhou, Jiawei Zhang, Wangmeng Zuo et al.
Neural RGB(r)D Sensing: Depth and Uncertainty From a Video Camera
Chao Liu, Jinwei Gu, Kihwan Kim et al.
Expressive Body Capture: 3D Hands, Face, and Body From a Single Image
Georgios Pavlakos, Vasileios Choutas, Nima Ghorbani et al.
Monocular Total Capture: Posing Face, Body, and Hands in the Wild
Donglai Xiang, Hanbyul Joo, Yaser Sheikh