Subhashini Venugopalan
Google (United States)(US)Mountain View College(US)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Human Pose and Action Recognition, Topic Modeling, Domain Adaptation and Few-Shot Learning, Natural Language Processing Techniques
Most-Cited Works
- → Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs(2016)7,251 cited
- → Long-term recurrent convolutional networks for visual recognition and description(2015)5,222 cited
- → Sequence to Sequence -- Video to Text(2015)1,394 cited
- → YouTube2Text: Recognizing and Describing Arbitrary Activities Using Semantic Hierarchies and Zero-Shot Recognition(2013)538 cited
- → Detecting Cancer Metastases on Gigapixel Pathology Images(2017)521 cited
- → Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data(2016)297 cited
- → Detection of anaemia from retinal fundus images via deeplearning(2019)221 cited