Gabriel Huang

Publications by Year

Research Areas

3D Modeling in Geospatial Applications, Geographic Information Systems Studies, Computational Physics and Python Applications, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications

Most-Cited Works

• → A Survey of Self-Supervised and Few-Shot Object Detection(2022)94 cited
• → Scattering Networks for Hybrid Representation Learning(2018)77 cited
• → Multimodal Pretraining for Dense Video Captioning(2020)32 cited
• → Negative Momentum for Improved Game Dynamics(2018)23 cited
• → GEO-Bench: Toward Foundation Models for Earth Monitoring(2023)17 cited
• Centroid Networks for Few-Shot Clustering and Unsupervised Few-Shot Classification.(2019)
• → Are Few-Shot Learning Benchmarks too Simple ? Solving them without Task Supervision at Test-Time(2019)11 cited
• Parametric Adversarial Divergences are Good Task Losses for Generative Modeling(2017)
• → Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning(2021)6 cited