Titir Dutta
Indian Institute of Science Bangalore(IN)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Advanced Neural Network Applications, Cancer-related molecular mechanisms research
Most-Cited Works
- → StyleGuide: Zero-Shot Sketch-Based Image Retrieval Using Style-Guided Image Generation(2020)52 cited
- → Improving Semi-Supervised Domain Adaptation Using Effective Target Selection and Semantics(2021)29 cited
- → Generative Model with Semantic Embedding and Integrated Classifier for Generalized Zero-Shot Learning(2020)25 cited
- Style-Guided Zero-Shot Sketch-based Image Retrieval.(2019)
- → Adaptive Margin Diversity Regularizer for Handling Data Imbalance in Zero-Shot SBIR(2020)21 cited
- → SML: Semantic meta-learning for few-shot semantic segmentation☆(2021)20 cited
- → Generalized Zero-Shot Cross-Modal Retrieval(2019)17 cited
- → A novel method for automatic modulation classification under non-Gaussian noise based on variational mode decomposition(2016)15 cited
- → s-SBIR: Style Augmented Sketch based Image Retrieval(2020)13 cited
- → Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains(2021)13 cited