Semi-Supervised Novelty Detection with Adaptive Eigenbases, and Application to Radio Transients. - David R. Thompson 001; Walid A. Majid; Kiri Wagstaff; Colorado Reed (CIDU, 2011)

Scaling the Indian Buffet Process via Submodular Maximization. - Colorado Reed; Zoubin Ghahramani (ICML (3), 2013)

Semi-supervised Eigenbasis novelty detection. - David R. Thompson 001; Walid A. Majid; Colorado Reed; Kiri L. Wagstaff (Stat. Anal. Data Min., 2013)

Video digests: a browsable, skimmable format for informational lecture videos. - Amy Pavel; Colorado Reed; Björn Hartmann; Maneesh Agrawala (UIST, 2014)

Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey. - Sicheng Zhao; Bo Li 080; Colorado Reed; Pengfei Xu 013; Kurt Keutzer (CoRR, 2020)

Evaluating Self-Supervised Pretraining Without Using Labels. - Colorado Reed; Sean Metzger; Aravind Srinivas; Trevor Darrell; Kurt Keutzer (CoRR, 2020)

SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning. - Colorado J. Reed; Sean Metzger; Aravind Srinivas; Trevor Darrell; Kurt Keutzer (CVPR, 2021)

Region Similarity Representation Learning. - Tete Xiao; Colorado J. Reed; Xiaolong Wang 004; Kurt Keutzer; Trevor Darrell (ICCV, 2021)

Invariant Information Bottleneck for Domain Generalization. - Bo Li 080; Yifei Shen; Yezhen Wang; Wenzhen Zhu; Colorado J. Reed; Jun Zhang 004; Dongsheng Li 002; Kurt Keutzer; Han Zhao 002 (CoRR, 2021)

Self-supervised Contrastive Learning for Irrigation Detection in Satellite Imagery. - Chitra Agastya; Sirak Ghebremusse; Ian Anderson 004; Colorado Reed; Hossein Vahabi; Alberto Todeschini (CoRR, 2021)

Multi-source Few-shot Domain Adaptation. - Xiangyu Yue 001; Zangwei Zheng; Colorado Reed; Hari Prasanna Das; Kurt Keutzer; Alberto L. Sangiovanni-Vincentelli (CoRR, 2021)

Invariant Information Bottleneck for Domain Generalization. - Bo Li 080; Yifei Shen; Yezhen Wang; Wenzhen Zhu; Colorado Reed; Dongsheng Li 002; Kurt Keutzer; Han Zhao 002 (AAAI, 2022)

DETReg: Unsupervised Pretraining with Region Priors for Object Detection. - Amir Bar; Xin Wang 066; Vadim Kantorov; Colorado J. Reed; Roei Herzig; Gal Chechik; Anna Rohrbach; Trevor Darrell; Amir Globerson (CVPR, 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)

HyperionSolarNet: Solar Panel Detection from Aerial Images. - Poonam Parhar; Ryan Sawasaki; Alberto Todeschini; Colorado Reed; Hossein Vahabi; Nathan Nusaputra; Felipe Vergara (CoRR, 2022)

SunCast: Solar Irradiance Nowcasting from Geosynchronous Satellite Data. - Dhileeban Kumaresan; Richard Wang; Ernesto Martinez; Richard Cziva; Alberto Todeschini; Colorado J. Reed; Hossein Vahabi (CoRR, 2022)

Snowpack Estimation in Key Mountainous Water Basins from Openly-Available, Multimodal Data Sources. - Malachy Moran; Kayla Woputz; Derrick Hee; Manuela Girotto; Paolo D'Odorico; Ritwik Gupta; Daniel Feldman; Puya Vahabi; Alberto Todeschini; Colorado J. Reed (CoRR, 2022)

Refine and Represent: Region-to-Object Representation Learning. - Akash Gokul; Konstantinos Kallidromitis; Shufan Li; Yusuke Kato; Kazuki Kozuka; Trevor Darrell; Colorado J. Reed (CoRR, 2022)

Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers. - Kevin Miao; Akash Gokul; Raghav Singh; Suzanne Petryk; Joseph Gonzalez 001; Kurt Keutzer; Trevor Darrell; Colorado Reed (CoRR, 2022)

Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning. - Colorado J. Reed; Ritwik Gupta; Shufan Li; Sarah Brockman; Christopher Funk; Brian Clipp; Kurt Keutzer; Salvatore Candido; Matt Uyttendaele; Trevor Darrell (ICCV, 2023)

Data and Label Efficient Representation Learning - Colorado Reed (2023)

The Super Weight in Large Language Models. - Mengxia Yu; De Wang; Qi Shan; Colorado Reed; Alvin Wan (CoRR, 2024)

CommVQ: Commutative Vector Quantization for KV Cache Compression. - Junyan Li; Yang Zhang 001; Muhammad Yusuf Hassan; Talha Chafekar; Tianle Cai; Zhile Ren; Pengsheng Guo; Foroozan Karimzadeh; Colorado Reed; Chong Wang; Chuang Gan 001 (CoRR, 2025)