2014 · Lecture notes in computer science
Microsoft COCO: Common Objects in Context
43,803 citationsRead
Most cited
468 papers in total1990 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale-space and edge detection using anisotropic diffusion
12,185 citationsRead
2005
A Bayesian Hierarchical Model for Learning Natural Scene Categories
3,627 citationsRead
2007 · The MIT Press eBooks
Graph-Based Visual Saliency
3,479 citationsRead
2011 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Pedestrian Detection: An Evaluation of the State of the Art
3,282 citationsRead
2006 · IEEE Transactions on Pattern Analysis and Machine Intelligence
One-shot learning of object categories
3,111 citationsRead
Newest first
468 papers in total2022
- Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 66 citations
- The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and CountingLecture notes in computer science · 33 citations
- Self-Supervised Keypoint Discovery in Behavioral Videos2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 27 citations
2021
- Mice in a labyrinth show rapid learning, sudden insight, and efficient explorationeLife · 156 citations
- Sequence-to-Sequence Contrastive Learning for Text Recognition140 citations
- Multi-Label Learning from Single Positive Labels109 citations
- Species Distribution Modeling for Machine Learning Practitioners: A Review77 citations
- Task Programming: Learning Data Efficient Behavior Representations35 citations
- The Multi-Agent Behavior Dataset: Mouse Dyadic Social InteractionsPubMed · 33 citations
- Towards Causal Benchmarking of Biasin Face Analysis AlgorithmsAdvances in computer vision and pattern recognition · 25 citations
2020
- Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications111 citations
- Synthetic Examples Improve Generalization for Rare Classes78 citations
- Computer Vision in the Operating Room: Opportunities and CaveatsIEEE Transactions on Medical Robotics and Bionics · 63 citations
- The Mouse Action Recognition System (MARS): a software pipeline for automated analysis of social behaviors in micebioRxiv (Cold Spring Harbor Laboratory) · 45 citations
- Towards Causal Benchmarking of Bias in Face Analysis AlgorithmsLecture notes in computer science · 30 citations
2019
- Computational Neuroethology: A Call to ActionNeuron · 520 citations
- Task2Vec: Task Embedding for Meta-Learning135 citations
- Presence-Only Geographical Priors for Fine-Grained Image Classification134 citations
- Anchor Loss: Modulating Loss Scale Based on Prediction Difficulty37 citations
- The iWildCam 2018 Challenge DatasetarXiv (Cornell University) · 27 citations
2018
- The iNaturalist Species Classification and Detection Dataset1,489 citations
- Recognition in Terra IncognitaLecture notes in computer science · 659 citations
- Teaching Categories to Human Learners with Visual Explanations47 citations
- Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space LearnersarXiv (Cornell University) · 33 citations
- Lean Multiclass Crowdsourcing21 citations
2017
- From Google Maps to a fine-grained catalog of street treesISPRS Journal of Photogrammetry and Remote Sensing · 160 citations
- Benchmarking and Error Diagnosis in Multi-instance Pose Estimation156 citations
- The Attentional Drift Diffusion Model of Simple Perceptual Decision-MakingFrontiers in Neuroscience · 152 citations
- The Devil is in the Tails: Fine-grained Classification in the WildarXiv (Cornell University) · 135 citations
- Lean Crowdsourcing: Combining Humans and Machines in an Online System50 citations
Research in numbers
From OpenAlex- conference paper102
- article74
- preprint12
- book chapter9
- paratext1
- Lecture notes in computer science21
- CaltechAUTHORS (California Institute of Technology)11
- arXiv (Cornell University)11
- IEEE Transactions on Pattern Analysis and Machine Intelligence10
- International Journal of Computer Vision9
- Serge Belongie19
- David J. Anderson15
- Piotr Dollár14
- Grant Van Horn14
- Steve Branson14
Experience and education
Universities
1992 to 2026California Institute of Technology
2010Pasadena City College
1992 to 2005University of Padua
2000Université Paris-Saclay
Industry and labs
2020 to 2024Amazon (United States)
2009Howard Hughes Medical Institute
2002International Computer Science Institute