Papers
Detection Based Defense Against Adversarial Examples From the Steganalysis Point of View
Jiayang Liu, Weiming Zhang, Yiwei Zhang et al.
Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning
Tongtong Yuan, Weihong Deng, Jian Tang et al.
SpotTune: Transfer Learning Through Adaptive Fine-Tuning
Yunhui Guo, Honghui Shi, Abhishek Kumar et al.
Co-Occurrence Neural Network
Irina Shevlev, Shai Avidan
RENAS: Reinforced Evolutionary Neural Architecture Search
Yukang Chen, Gaofeng Meng, Qian Zhang et al.
Adversarial Defense Through Network Profiling Based Path Extraction
Yuxian Qiu, Jingwen Leng, Cong Guo et al.
Handwriting Recognition in Low-Resource Scripts Using Adversarial Learning
Ayan Kumar Bhunia, Abhirup Das, Ankan Kumar Bhunia et al.
What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks?
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera et al.
Local to Global Learning: Gradually Adding Classes for Training Deep Neural Networks
Hao Cheng, Dongze Lian, Bowen Deng et al.
Soft Labels for Ordinal Regression
Raul Diaz, Amit Marathe
Sensitive-Sample Fingerprinting of Deep Neural Networks
Zecheng He, Tianwei Zhang, Ruby Lee
Reversible GANs for Memory-Efficient Image-To-Image Translation
Tycho F.A. van der Ouderaa, Daniel E. Worrall
Gait Recognition via Disentangled Representation Learning
Ziyuan Zhang, Luan Tran, Xi Yin et al.
Learning Joint Gait Representation via Quintuplet Loss Minimization
Kaihao Zhang, Wenhan Luo, Lin Ma et al.
ArcFace: Additive Angular Margin Loss for Deep Face Recognition
Jiankang Deng, Jia Guo, Niannan Xue et al.
Deep Tree Learning for Zero-Shot Face Anti-Spoofing
Yaojie Liu, Joel Stehouwer, Amin Jourabloo et al.
Visual Tracking via Adaptive Spatially-Regularized Correlation Filters
Kenan Dai, Dong Wang, Huchuan Lu et al.
ATOM: Accurate Tracking by Overlap Maximization
Martin Danelljan, Goutam Bhat, Fahad Shahbaz Khan et al.
Graph Convolutional Tracking
Junyu Gao, Tianzhu Zhang, Changsheng Xu
Eliminating Exposure Bias and Metric Mismatch in Multiple Object Tracking
Andrii Maksai, Pascal Fua
GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching
Simone Melzi, Riccardo Spezialetti, Federico Tombari et al.
Efficient Online Multi-Person 2D Pose Tracking With Recurrent Spatio-Temporal Affinity Fields
Yaadhav Raaj, Haroon Idrees, Gines Hidalgo et al.
Diverse Generation for Multi-Agent Sports Games
Raymond A. Yeh, Alexander G. Schwing, Jonathan Huang et al.
Self-Supervised Adaptation of High-Fidelity Face Models for Monocular Performance Tracking
Jae Shin Yoon, Takaaki Shiratori, Shoou-I Yu et al.
Deeper and Wider Siamese Networks for Real-Time Visual Tracking
Zhipeng Zhang, Houwen Peng