A Probabilistic Framework for Real-time 3D Segmentation using Spatial, Temporal, and Semantic Cues. - David Held; Devin Guillory; Brice Rebsamen; Sebastian Thrun; Silvio Savarese (Robotics: Science and Systems, 2016)

An Ensemble-based Approach to Click-Through Rate Prediction for Promoted Listings at Etsy. - Kamelia Aryafar; Devin Guillory; Liangjie Hong (ADKDD@KDD, 2017)

Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning. - Zhekun Luo; Devin Guillory; Baifeng Shi; Wei Ke; Fang Wan; Trevor Darrell; Huijuan Xu 001 (ECCV (29), 2020)

Combating Anti-Blackness in the AI Community. - Devin Guillory (CoRR, 2020)

Predicting with Confidence on Unseen Distributions. - Devin Guillory; Vaishaal Shankar; Sayna Ebrahimi; Trevor Darrell; Ludwig Schmidt (ICCV, 2021)

Studying Bias in GANs Through the Lens of Race. - Vongani H. Maluleke; Neerja Thakkar; Tim Brooks; Ethan Weber; Trevor Darrell; Alexei A. Efros; Angjoo Kanazawa; Devin Guillory (ECCV (13), 2022)

Disentangled Action Recognition with Knowledge Bases. - Zhekun Luo; Shalini Ghosh; Devin Guillory; Keizo Kato; Trevor Darrell; Huijuan Xu 001 (NAACL-HLT, 2022)

Self-Supervised Pretraining Improves Self-Supervised Pretraining. - Colorado J. Reed; Xiangyu Yue 001; Ani Nrusimha; Sayna Ebrahimi; Vivek Vijaykumar; Richard Mao; Bo Li 080; Shanghang Zhang; Devin Guillory; Sean Metzger; Kurt Keutzer; Trevor Darrell (WACV, 2022)

Using Language to Extend to Unseen Domains. - Lisa Dunlap; Clara Mohri; Devin Guillory; Han Zhang; Trevor Darrell; Joseph E. Gonzalez; Aditi Raghunathan; Anna Rohrbach (ICLR, 2023)

Hyperbolic Active Learning for Semantic Segmentation under Domain Shift. - Luca Franco; Paolo Mandica; Konstantinos Kallidromitis; Devin Guillory; Yu-Teng Li; Fabio Galasso (CoRR, 2023)

Hyperbolic Active Learning for Semantic Segmentation under Domain Shift. - Luca Franco; Paolo Mandica; Konstantinos Kallidromitis; Devin Guillory; Yu-Teng Li; Trevor Darrell; Fabio Galasso (ICML, 2024)

Hidden in plain sight: VLMs overlook their visual representations. - Stephanie Fu; Tyler Bonnen; Devin Guillory; Trevor Darrell (CoRR, 2025)