K J Joseph
Adobe Systems (United States)(US)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Generative Adversarial Networks and Image Synthesis, Computer Graphics and Visualization Techniques
Most-Cited Works
- → Towards Open World Object Detection(2021)497 cited
- → OW-DETR: Open-world Detection Transformer(2022)199 cited
- → VisDrone-DET2018: The Vision Meets Drone Object Detection in Image Challenge Results(2019)133 cited
- Incremental Object Detection via Meta-Learning(2021)
- → Energy-based Latent Aligner for Incremental Learning(2022)35 cited
- → Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer(2022)30 cited
- → C4Synth: Cross-Caption Cycle-Consistent Text-to-Image Synthesis(2019)29 cited
- → Novel Class Discovery Without Forgetting(2022)28 cited
- → Meta-Consolidation for Continual Learning(2020)27 cited
- → Submodular Batch Selection for Training Deep Neural Networks(2019)26 cited