Blockout: Dynamic Model Selection for Hierarchical Deep Networks. - Calvin Murdock; Zhen Li 028; Howard Zhou; Tom Duerig (CVPR, 2016)

The Unreasonable Effectiveness of Noisy Data for Fine-Grained Recognition. - Jonathan Krause; Benjamin Sapp; Andrew Howard; Howard Zhou; Alexander Toshev; Tom Duerig; James Philbin; Li Fei-Fei 001 (ECCV (3), 2016)

The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale. - Alina Kuznetsova; Hassan Rom; Neil Alldrin; Jasper R. R. Uijlings; Ivan Krasin; Jordi Pont-Tuset; Shahab Kamali; Stefan Popov; Matteo Malloci; Tom Duerig; Vittorio Ferrari (CoRR, 2018)

Graph-RISE: Graph-Regularized Image Semantic Embedding. - Da-Cheng Juan; Chun-Ta Lu; Zhen Li 028; Futang Peng; Aleksei Timofeev; Yi-Ting Chen; Yaxi Gao; Tom Duerig; Andrew Tomkins; Sujith Ravi (CoRR, 2019)

Ultra Fine-Grained Image Semantic Embedding. - Da-Cheng Juan; Chun-Ta Lu; Zhen Li 028; Futang Peng; Aleksei Timofeev; Yi-Ting Chen; Yaxi Gao; Tom Duerig; Andrew Tomkins; Sujith Ravi (WSDM, 2020)

Unifying Specialist Image Embedding into Universal Image Embedding. - Yang Feng 001; Futang Peng; Xu Zhang 022; Wei Zhu 015; Shanfeng Zhang; Howard Zhou; Zhen Li 028; Tom Duerig; Shih-Fu Chang; Jiebo Luo 001 (CoRR, 2020)

The Open Images Dataset V4. - Alina Kuznetsova; Hassan Rom; Neil Alldrin; Jasper R. R. Uijlings; Ivan Krasin; Jordi Pont-Tuset; Shahab Kamali; Stefan Popov; Matteo Malloci; Alexander Kolesnikov 003; Tom Duerig; Vittorio Ferrari (Int. J. Comput. Vis., 2020)

Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision. - Chao Jia; Yinfei Yang; Ye Xia 006; Yi-Ting Chen; Zarana Parekh; Hieu Pham 001; Quoc V. Le; Yun-Hsuan Sung; Zhen Li 028; Tom Duerig (ICML, 2021)

CARLS: Cross-platform Asynchronous Representation Learning System. - Chun-Ta Lu; Yun Zeng; Da-Cheng Juan; Yicheng Fan; Zhe Li; Jan Dlabal; Yi-Ting Chen; Arjun Gopalan; Allan Heydon; Chun-Sung Ferng; Reah Miyara; Ariel Fuxman; et al. (CoRR, 2021)

Modeling Collaborator: Enabling Subjective Vision Classification with Minimal Human Effort via LLM Tool-Use. - Imad Eddine Toubal; Aditya Avinash; Neil Gordon Alldrin; Jan Dlabal; Wenlei Zhou; Enming Luo; Otilia Stretcu; Hao Xiong; Chun-Ta Lu; Howard Zhou; Ranjay Krishna; Ariel Fuxman; et al. (CVPR, 2024)

Gemini Embedding: Generalizable Embeddings from Gemini. - Jinhyuk Lee; Feiyang Chen; Sahil Dua; Daniel Cer; Madhuri Shanbhogue; Iftekhar Naim; Gustavo Hernández Ábrego; Zhe Li; Kaifeng Chen; Henrique Schechter Vera; Xiaoqi Ren; Shanfeng Zhang; et al. (CoRR, 2025)

Entity Image and Mixed-Modal Image Retrieval Datasets. - Cristian-Ioan Blaga; Paul Suganthan; Sahil Dua; Krishna Srinivasan; Enrique Alfonseca; Péter Dornbach; Tom Duerig; Imed Zitouni; Zhe Dong (CoRR, 2025)