57 citations
- Austrian Research Institute for Artificial IntelligenceAT3 papers
- Helmholtz Institute Freiberg for Resource TechnologyDE2 papers
- Helmholtz-Zentrum Dresden-RossendorfDE2 papers
- Hunan UniversityCN2 papers
- Peng Cheng LaboratoryCN2 papers
- Australian National UniversityAU1 paper
- Chengdu UniversityCN1 paper
- Sichuan UniversityCN1 paper
- University of IcelandIS1 paper
- University of MacauMO1 paper
- Wuhan UniversityCN1 paper
- Xidian UniversityCN1 paper
4 papers
CA-Stream: Attention-based pooling for interpretable image recognition
Felipe Torres, Hanwei Zhang, Ronan Sicre +2
Explanations obtained from transformer-based architectures in the form of raw attention, can be seen as a class-agnostic saliency map. Additionally, attention-based pooling serves…
Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples
Shashanka Venkataramanan, Ewa Kijak, Laurent Amsaleg +1
Mixup refers to interpolation-based data augmentation, originally motivated as a way to go beyond empirical risk minimization (ERM). Its extensions mostly focus on the definition o…
Asymmetric Hash Code Learning for Remote Sensing Image Retrieval
Weiwei Song, Zhi Gao, Renwei Dian +3
Remote sensing image retrieval (RSIR), aiming at searching for a set of similar items to a given query image, is a very important task in remote sensing applications. Deep hashing…
NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery
Ming Lu, Leyuan Fang, Muxing Li +3
The use of deep learning for water extraction requires precise pixel-level labels. However, it is very difficult to label high-resolution remote sensing images at the pixel level.…