Papers
C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition
Poojan Oza, Vishal M. Patel
Learning to Cluster Faces on an Affinity Graph
Lei Yang, Xiaohang Zhan, Dapeng Chen et al.
Deep Metric Learning Beyond Binary Supervision
Sungyeon Kim, Minkyo Seo, Ivan Laptev et al.
SFNet: Learning Object-Aware Semantic Correspondence
Junghyup Lee, Dohyung Kim, Jean Ponce et al.
ScratchDet: Training Single-Shot Object Detectors From Scratch
Rui Zhu, Shifeng Zhang, Xiaobo Wang et al.
ELASTIC: Improving CNNs With Dynamic Scaling Policies
Huiyu Wang, Aniruddha Kembhavi, Ali Farhadi et al.
Blending-Target Domain Adaptation by Adversarial Meta-Adaptation Networks
Ziliang Chen, Jingyu Zhuang, Xiaodan Liang et al.
Transferrable Prototypical Networks for Unsupervised Domain Adaptation
Yingwei Pan, Ting Yao, Yehao Li et al.
Domain Generalization by Solving Jigsaw Puzzles
Fabio M. Carlucci, Antonio D'Innocente, Silvia Bucci et al.
Attention-Based Dropout Layer for Weakly Supervised Object Localization
Junsuk Choe, Hyunjung Shim
Weakly Supervised Learning of Instance Segmentation With Inter-Pixel Relations
Jiwoon Ahn, Sunghyun Cho, Suha Kwak
C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection
Fang Wan, Chang Liu, Wei Ke et al.
Zero-Shot Task Transfer
Arghya Pal, Vineeth N Balasubramanian
Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval
Sounak Dey, Pau Riba, Anjan Dutta et al.
Gradient Matching Generative Networks for Zero-Shot Learning
Mert Bulent Sariyildiz, Ramazan Gokberk Cinbis
Learning Context Graph for Person Search
Yichao Yan, Qiang Zhang, Bingbing Ni et al.
Unsupervised Person Re-Identification by Soft Multilabel Learning
Hong-Xing Yu, Wei-Shi Zheng, Ancong Wu et al.
Joint Discriminative and Generative Learning for Person Re-Identification
Zhedong Zheng, Xiaodong Yang, Zhiding Yu et al.
Noise2Void - Learning Denoising From Single Noisy Images
Alexander Krull, Tim-Oliver Buchholz, Florian Jug
SIXray: A Large-Scale Security Inspection X-Ray Benchmark for Prohibited Item Discovery in Overlapping Images
Caijing Miao, Lingxi Xie, Fang Wan et al.
Elastic Boundary Projection for 3D Medical Image Segmentation
Tianwei Ni, Lingxi Xie, Huangjie Zheng et al.
P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification
Bingzhe Wu, Shiwan Zhao, Guangyu Sun et al.
Biologically-Constrained Graphs for Global Connectomics Reconstruction
Brian Matejek, Daniel Haehn, Haidong Zhu et al.
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images
Yi Zhou, Xiaodong He, Lei Huang et al.
ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape
Fabian Manhardt, Wadim Kehl, Adrien Gaidon