Sarah Adel Bargal
Georgetown University(US)Purdue University West Lafayette(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Advanced Neural Network Applications, Multimodal Machine Learning Applications, Generative Adversarial Networks and Image Synthesis, Advanced Image and Video Retrieval Techniques
Most-Cited Works
- → Top-Down Neural Attention by Excitation Backprop(2017)685 cited
- → Emotion recognition in the wild from videos using images(2016)165 cited
- → AI-based differential diagnosis of dementia etiologies on multimodal data(2024)131 cited
- → MIHash: Online Hashing with Mutual Information(2017)100 cited
- → Moments in Time Dataset: One Million Videos for Event Understanding(2019)88 cited
- → Hashing as Tie-Aware Learning to Rank(2018)87 cited
- → Do less and achieve more: Training CNNs for action recognition utilizing action images from the Web(2017)77 cited
- → NBDT: Neural-Backed Decision Trees(2020)66 cited
- → ZeroWaste Dataset: Towards Deformable Object Segmentation in Cluttered Scenes(2022)64 cited
- → Online supervised hashing(2016)56 cited