Tom Duerig
Publications by Year
Research Areas
Advanced Neural Network Applications, Multimodal Machine Learning Applications, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Topic Modeling
Most-Cited Works
- → The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale(2018)1,541 cited
- → Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision(2021)1,195 cited
- → The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition(2016)302 cited
- → Graph-RISE: Graph-Regularized Image Semantic Embedding(2019)28 cited
- → Ultra Fine-Grained Image Semantic Embedding(2020)26 cited
- → Modeling Collaborator: Enabling Subjective Vision Classification with Minimal Human Effort via LLM Tool-Use(2024)9 cited