Issue 8-9/2020
Special Issue on Efficient Visual Recognition
Content (19 Articles)
Efficient Visual Recognition
Li Liu, Matti Pietikäinen, Jie Qin, Wanli Ouyang, Luc Van Gool
Hardware-Centric AutoML for Mixed-Precision Quantization
Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks
Domen Tabernik, Matej Kristan, Aleš Leonardis
HetConv: Beyond Homogeneous Convolution Kernels for Deep CNNs
Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri
Learning an Evolutionary Embedding via Massive Knowledge Distillation
Xiang Wu, Ran He, Yibo Hu, Zhenan Sun
SSN: Learning Sparse Switchable Normalization via SparsestMax
Wenqi Shao, Jingyu Li, Jiamin Ren, Ruimao Zhang, Xiaogang Wang, Ping Luo
Rectified Wing Loss for Efficient and Robust Facial Landmark Localisation with Convolutional Neural Networks
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Xiao-Jun Wu
Multi-task Compositional Network for Visual Relationship Detection
Yibing Zhan, Jun Yu, Ting Yu, Dacheng Tao
Disentangled Representation Learning of Makeup Portraits in the Wild
Yi Li, Huaibo Huang, Jie Cao, Ran He, Tieniu Tan
Learning Multifunctional Binary Codes for Personalized Image Retrieval
Haomiao Liu, Ruiping Wang, Shiguang Shan, Xilin Chen
Unified Binary Generative Adversarial Network for Image Retrieval and Compression
Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen
Weakly-supervised Semantic Guided Hashing for Social Image Retrieval
Zechao Li, Jinhui Tang, Liyan Zhang, Jian Yang
Hadamard Matrix Guided Online Hashing
Mingbao Lin, Rongrong Ji, Hong Liu, Xiaoshuai Sun, Shen Chen, Qi Tian
Anchor-Based Self-Ensembling for Semi-Supervised Deep Pairwise Hashing
Xiaoshuang Shi, Zhenhua Guo, Fuyong Xing, Yun Liang, Lin Yang
Product Quantization Network for Fast Visual Search
Tan Yu , Jingjing Meng, Chen Fang, Hailin Jin, Junsong Yuan
Tensorized Multi-view Subspace Representation Learning
Changqing Zhang, Huazhu Fu, Jing Wang, Wen Li, Xiaochun Cao, Qinghua Hu