Papers
One-Shot Neural Architecture Search via Self-Evaluated Template Network
Xuanyi Dong, Yi Yang
Active Learning for Deep Detection Neural Networks
Hamed H. Aghdam, Abel Gonzalez-Garcia, Joost van de Weijer et al.
Semantic-Aware Knowledge Preservation for Zero-Shot Sketch-Based Image Retrieval
Qing Liu, Lingxi Xie, Huiyu Wang et al.
Person Search by Text Attribute Query As Zero-Shot Learning
Qi Dong, Shaogang Gong, Xiatian Zhu
Beyond Human Parts: Dual Part-Aligned Representations for Person Re-Identification
Jianyuan Guo, Yuhui Yuan, Lang Huang et al.
EvalNorm: Estimating Batch Normalization Statistics for Evaluation
Saurabh Singh, Abhinav Shrivastava
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment
Guan'an Wang, Tianzhu Zhang, Jian Cheng et al.
Deep Multiple-Attribute-Perceived Network for Real-World Texture Recognition
Wei Zhai, Yang Cao, Jing Zhang et al.
Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning
Limeng Qiao, Yemin Shi, Jia Li et al.
Task-Driven Modular Networks for Zero-Shot Compositional Learning
Senthil Purushwalkam, Maximilian Nickel, Abhinav Gupta et al.
Rethinking Zero-Shot Learning: A Conditional Visual Classification Perspective
Kai Li, Martin Renqiang Min, Yun Fu
Online Model Distillation for Efficient Video Inference
Ravi Teja Mullapudi, Steven Chen, Keyi Zhang et al.
Dynamic Multi-Scale Filters for Semantic Segmentation
Junjun He, Zhongying Deng, Yu Qiao
HarDNet: A Low Memory Traffic Network
Ping Chao, Chao-Yang Kao, Yu-Shan Ruan et al.
Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks
Zhaoyang Zhang, Jingyu Li, Wenqi Shao et al.
Orientation-Aware Semantic Segmentation on Icosahedron Spheres
Chao Zhang, Stephan Liwicki, William Smith et al.
Deep Closest Point: Learning Representations for Point Cloud Registration
Yue Wang, Justin M. Solomon
Data-Free Learning of Student Networks
Hanting Chen, Yunhe Wang, Chang Xu et al.
Customizing Student Networks From Heterogeneous Teachers via Adaptive Knowledge Amalgamation
Chengchao Shen, Mengqi Xue, Xinchao Wang et al.
Approximated Bilinear Modules for Temporal Modeling
Xinqi Zhu, Chang Xu, Langwen Hui et al.
Deep Residual Learning in the JPEG Transform Domain
Max Ehrlich, Larry S. Davis
DiscoNet: Shapes Learning on Disconnected Manifolds for 3D Editing
Eloi Mehr, Ariane Jourdan, Nicolas Thome et al.
Local Relation Networks for Image Recognition
Han Hu, Zheng Zhang, Zhenda Xie et al.
Learned Video Compression
Oren Rippel, Sanjay Nair, Carissa Lew et al.
Domain Intersection and Domain Difference
Sagie Benaim, Michael Khaitov, Tomer Galanti et al.