Papers
A Robust Learning Approach to Domain Adaptive Object Detection
Mehran Khodabandeh, Arash Vahdat, Mani Ranjbar et al.
Bridging the Domain Gap for Ground-to-Aerial Image Matching
Krishna Regmi, Mubarak Shah
Vehicle Re-Identification in Aerial Imagery: Dataset and Approach
Peng Wang, Bingliang Jiao, Lu Yang et al.
Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings
Michael Wray, Diane Larlus, Gabriela Csurka et al.
Few-Shot Image Recognition With Knowledge Transfer
Zhimao Peng, Zechao Li, Junge Zhang et al.
Automatic and Robust Skull Registration Based on Discrete Uniformization
Junli Zhao, Xin Qi, Chengfeng Wen et al.
Towards Adversarially Robust Object Detection
Haichao Zhang, Jianyu Wang
GeoStyle: Discovering Fashion Trends and Events
Utkarsh Mall, Kevin Matzen, Bharath Hariharan et al.
Towards Latent Attribute Discovery From Triplet Similarities
Ishan Nigam, Pavel Tokmakov, Deva Ramanan
Compact Trilinear Interaction for Visual Question Answering
Tuong Do, Thanh-Toan Do, Huy Tran et al.
Budget-Aware Adapters for Multi-Domain Learning
Rodrigo Berriel, Stephane Lathuillere, Moin Nabi et al.
Mixed High-Order Attention Network for Person Re-Identification
Binghui Chen, Weihong Deng, Jiani Hu
USIP: Unsupervised Stable Interest Point Detection From 3D Point Clouds
Jiaxin Li, Gim Hee Lee
Recognizing Part Attributes With Insufficient Data
Xiangyun Zhao, Yi Yang, Feng Zhou et al.
Dual Directed Capsule Network for Very Low Resolution Image Recognition
Maneet Singh, Shruti Nagpal, Richa Singh et al.
Few-Shot Learning With Embedded Class Models and Shot-Free Meta Training
Avinash Ravichandran, Rahul Bhotika, Stefano Soatto
Symmetric Cross Entropy for Robust Learning With Noisy Labels
Yisen Wang, Xingjun Ma, Zaiyi Chen et al.
Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild
Kibok Lee, Kimin Lee, Jinwoo Shin et al.
Evaluating Robustness of Deep Image Super-Resolution Against Adversarial Attacks
Jun-Ho Choi, Huan Zhang, Jun-Hyuk Kim et al.
HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-Precision
Zhen Dong, Zhewei Yao, Amir Gholami et al.
Vision-Infused Deep Audio Inpainting
Hang Zhou, Ziwei Liu, Xudong Xu et al.
Instance-Level Future Motion Estimation in a Single Image Based on Ordinal Regression
Kyung-Rae Kim, Whan Choi, Yeong Jun Koh et al.
Distilling Knowledge From a Deep Pose Regressor Network
Muhamad Risqi U. Saputra, Pedro P. B. de Gusmao, Yasin Almalioglu et al.
Beyond Cartesian Representations for Local Descriptors
Patrick Ebel, Anastasiia Mishchuk, Kwang Moo Yi et al.
What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance
Mahmoud Afifi, Michael S. Brown