Utkarsh Mall
Columbia University(US)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling, Advanced Image and Video Retrieval Techniques, Remote-Sensing Image Classification
Most-Cited Works
- → Change-Aware Sampling and Contrastive Learning for Satellite Images(2023)81 cited
- → A Deep Recurrent Framework for Cleaning Motion Capture Data(2017)33 cited
- → PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering(2021)32 cited
- → Machine Learning (ML) for Tracking Fashion Trends: Documenting the Frequency of the Baseball Cap on Social Media and the Runway(2020)13 cited
- → Computing colorism: skin tone in online retail imagery(2022)11 cited
- → Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment(2023)10 cited
- → Zero-shot Learning Using Multimodal Descriptions(2022)8 cited
- → Computer Assisted Surgical Planning and Robotics mit dem CASPAR-System(1999)6 cited
- → Evolving Interpretable Visual Classifiers with Large Language Models(2024)5 cited
- → Sliding of microtubules by a team of dynein motors: Understanding the effect of spatial distribution of motor tails and mutual exclusion of motor heads on microtubules(2016)3 cited