829 citations · 842 across the 4 of their papers we have counts for
5 papers
Compatibility-aware Heterogeneous Visual Search
Rahul Duggal, Hao Zhou, Shuo Yang +4
We tackle the problem of visual search under resource constraints. Existing systems use the same embedding model to compute representations (embeddings) for the query and gallery i…
Towards Backward-Compatible Representation Learning
Yantao Shen, Yuanjun Xiong, Wei Xia +1
We propose a way to learn visual features that are compatible with previously computed ones even when they have different dimensions and are learned via different neural network ar…
Correlation Heuristics for Constraint Programming
Ruiwei Wang, Wei Xia, Roland H. C. Yap
Effective general-purpose search strategies are an important component in Constraint Programming. We introduce a new idea, namely, using correlations between variables to guide sea…
Learning Robust Search Strategies Using a Bandit-Based Approach
Wei Xia, Roland H. C. Yap
Effective solving of constraint problems often requires choosing good or specific search heuristics. However, choosing or designing a good search heuristic is non-trivial and is of…
CNN: Single-label to Multi-label
Yunchao Wei, Wei Xia, Junshi Huang +4
Convolutional Neural Network (CNN) has demonstrated promising performance in single-label image classification tasks. However, how CNN best copes with multi-label images still rema…