Ramakrishna Vedantam
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Image and Video Retrieval Techniques, Topic Modeling, Human Pose and Action Recognition
Most-Cited Works
- → Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization(2017)20,452 cited
- → CIDEr: Consensus-based image description evaluation(2015)4,611 cited
- → Microsoft COCO Captions: Data Collection and Evaluation Server(2015)1,628 cited
- → Grad-CAM: Why did you say that?(2016)325 cited
- → Context-Aware Captions from Context-Agnostic Supervision(2017)112 cited
- → Learning Common Sense through Visual Abstraction(2015)77 cited
- Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization(2016)
- → Adopting Abstract Images for Semantic Scene Understanding(2014)75 cited
- → Generative Models of Visually Grounded Imagination(2017)50 cited