Selected Publications
- Incremental Generalized Category Discovery ICCV 2023
- Spatial Implicit Neural Representations for Global-Scale Species Mapping ICML 2023
- SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models BMVC 2022
- On Label Granularity and Object Localization ECCV 2022
- Visual Knowledge Tracing ECCV 2022
- Exploring Fine-grained Audiovisual Categorization with the SSW60 Dataset ECCV 2022
- The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting ECCV 2022
- When Does Contrastive Visual Representation Learning Work? CVPR 2022
- Fine-Grained Image Analysis with Deep Learning: A Survey PAMI 2021
- Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ICCV 2021
- Benchmarking Representation Learning for Natural World Image Collections CVPR 2021
- Geocoding of trees from street addresses and street-level images, ISPRS Journal of Photogrammetry and Remote Sensing 2020
- Context R-CNN: Long Term Context for Per-Camera Object Detection CVPR 2020
- Training Machines to Identify Species using GBIF-mediated Datasets, Biodiversity Information Science and Standards 2019
- Presence-Only Geographical Priors for Fine-Grained Image Classification, ICCV 2019
- Recognition in Terra Incognita ECCV 2018
- The iNaturalist Species Classification and Detection Dataset, CVPR 2018
- Lean Multiclass Crowdsourcing, CVPR 2018
- From Google Maps to a fine-grained catalog of street trees, ISPRS Journal of Photogrammetry and Remote Sensing 2018
- Lean Crowdsourcing: Combining Humans and Machines in an Online System, CVPR 2017
- Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection, CVPR 2015
- Active Annotation Translation, CVPR 2014
- Hierarchical Scene Annotation, BMVC 2013
- Unsupervised Organization of Image Collections: Taxonomies and Beyond, IEEE TPAMI 2011
- Crowdclustering, NeurIPS 2011
- Multiclass recognition and part localization with humans in the loop, ICCV 2011
- Visions of a Visipedia, Proceedings of the IEEE 2010
- The Multidimensional Wisdom of Crowds, NeurIPS 2010
- Visual Recognition with Humans in the Loop, ECCV 2010
- Learning and using taxonomies for fast visual categorization, CVPR 2008