Papers
Refining Architectures of Deep Convolutional Neural Networks
Sukrit Shankar, Duncan Robertson, Yani Ioannou et al.
A Task-Oriented Approach for Cost-Sensitive Recognition
Roozbeh Mottaghi, Hannaneh Hajishirzi, Ali Farhadi
Ambiguity Helps: Classification With Disagreements in Crowdsourced Annotations
Viktoriia Sharmanska, Daniel Hernandez-Lobato, Jose Miguel Hernandez-Lobato et al.
Efficient Globally Optimal 2D-To-3D Deformable Shape Matching
Zorah Lahner, Emanuele Rodola, Frank R. Schmidt et al.
Eye Tracking for Everyone
Kyle Krafka, Aditya Khosla, Petr Kellnhofer et al.
Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles
Hongye Liu, Yonghong Tian, Yaowei Yang et al.
How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image
Radu Tudor Ionescu, Bogdan Alexe, Marius Leordeanu et al.
Monocular 3D Object Detection for Autonomous Driving
Xiaozhi Chen, Kaustav Kundu, Ziyu Zhang et al.
Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection
Keze Wang, Liang Lin, Wangmeng Zuo et al.
Exploit All the Layers: Fast and Accurate CNN Object Detector With Scale Dependent Pooling and Cascaded Rejection Classifiers
Fan Yang, Wongun Choi, Yuanqing Lin
Large Scale Semi-Supervised Object Detection Using Visual and Semantic Knowledge Transfer
Yuxing Tang, Josiah Wang, Boyang Gao et al.
Traffic-Sign Detection and Classification in the Wild
Zhe Zhu, Dun Liang, Songhai Zhang et al.
When Naive Bayes Nearest Neighbors Meet Convolutional Neural Networks
Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo
Detecting Migrating Birds at Night
Jia-Bin Huang, Rich Caruana, Andrew Farnsworth et al.
Incremental Object Discovery in Time-Varying Image Collections
Theodora Kontogianni, Markus Mathias, Bastian Leibe
Efficient Large-Scale Similarity Search Using Matrix Factorization
Ahmet Iscen, Michael Rabbat, Teddy Furon
Deep Supervised Hashing for Fast Image Retrieval
Haomiao Liu, Ruiping Wang, Shiguang Shan et al.
Efficient Indexing of Billion-Scale Datasets of Deep Descriptors
Artem Babenko, Victor Lempitsky
Aggregating Image and Text Quantized Correlated Components
Thi Quynh Nhi Tran, Herve Le Borgne, Michel Crucianu
Collaborative Quantization for Cross-Modal Similarity Search
Ting Zhang, Jingdong Wang
Efficient Large-Scale Approximate Nearest Neighbor Search on the GPU
Patrick Wieschollek, Oliver Wang, Alexander Sorkine-Hornung et al.
Supervised Quantization for Similarity Search
Xiaojuan Wang, Ting Zhang, Guo-Jun Qi et al.
Shortlist Selection With Residual-Aware Distance Estimator for K-Nearest Neighbor Search
Jae-Pil Heo, Zhe Lin, Xiaohui Shen et al.
Improved Hamming Distance Search Using Variable Length Substrings
Eng-Jon Ong, Miroslaw Bober
A Key Volume Mining Deep Framework for Action Recognition
Wangjiang Zhu, Jie Hu, Gang Sun et al.