| Climate warming increases extreme daily wildfire growth risk in California PT Brown, H Hanley, A Mahesh, C Reed, SJ Strenfel, SJ Davis, ... Nature 621 (7980), 760-766, 2023 | 20 | 2023 |
| Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning CJ Reed, R Gupta, S Li, S Brockman, C Funk, B Clipp, S Candido, ... ICCV 2023, 2023 | 49 | 2023 |
| Refine and represent: Region-to-object representation learning A Gokul, K Kallidromitis, S Li, Y Kato, K Kozuka, T Darrell, CJ Reed arXiv preprint arXiv:2208.11821, 2023 | 6 | 2023 |
| Data and Label Efficient Representation Learning CJ Reed University of California, Berkeley, 2023 | | 2023 |
| Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers K Miao, A Gokul, R Singh, S Petryk, J Gonzalez, K Keutzer, T Darrell, ... arXiv preprint arXiv:2209.03745, 2022 | 5 | 2022 |
| Accelerating Ukraine Intelligence Analysis with Computer Vision on Synthetic Aperture Radar Imagery R Gupta, C Reed, A Rohrbach, T Darrell Mar, 2022 | 2 | 2022 |
| SunCast: Solar Irradiance Nowcasting from Geosynchronous Satellite Data D Kumaresan, R Wang, E Martinez, R Cziva, A Todeschini, CJ Reed, ... arXiv preprint arXiv:2201.06173, 2022 | 1 | 2022 |
| Self-Supervised Pretraining Improves Self-Supervised Pretraining CJ Reed, X Yue, A Nrusimha, S Ebrahimi, V Vijaykumar, R Mao, B Li, ... WACV 2022, 2022 | 93 | 2022 |
| Snowpack Estimation in Key Mountainous Water Basins from Openly-Available, Multimodal Data Sources M Moran, K Woputz, D Hee, M Girotto, P D'Odorico, R Gupta, D Feldman, ... CVPR Climate Change AI Workshop, 2022 | 2 | 2022 |
| Invariant Information Bottleneck for Domain Generalization B Li, Y Shen, Y Wang, W Zhu, CJ Reed, J Zhang, D Li, K Keutzer, H Zhao AAAI 2022, 2022 | 77 | 2022 |
| Detreg: Unsupervised pretraining with region priors for object detection A Bar, X Wang, V Kantorov, CJ Reed, R Herzig, G Chechik, A Rohrbach, ... CVPR 2022, 2022 | 115 | 2022 |
| Multi-source Few-shot Domain Adaptation X Yue, Z Zheng, HP Reed, Colorado J, Das, K Keutzer, AS Vincentelli arXiv preprint arXiv:2109.12391, 2021 | 10 | 2021 |
| Self-supervised Contrastive Learning for Irrigation Detection in Satellite Imagery C Agastya, S Ghebremusse, I Anderson, CJ Reed, H Vahabi, ... ICML Climate Change Workshop, 2021 | 18 | 2021 |
| Region similarity representation learning CJ Reed*, T Xiao*, X Wang, K Keutzer, T Darrell ICCV 2021, 2021 | 112* | 2021 |
| GANArtworks In the Mood YL Chen, H Nam, K Jun, C Ye, J Shen, D Steier NeurIPS Workshop in Machine Learning for Creativity and Design, 2021 | | 2021 |
| SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning CJ Reed, S Metzger, A Srinivas, T Darrell, K Keutzer CVPR 2021, 2021 | 62* | 2021 |
| Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey S Zhao, B Li, CJ Reed, P Xu, K Keutzer arXiv preprint arXiv:2002.12169, 2020 | 118 | 2020 |
| Metacademy Deep Belief Networks Concept Map R Grosse, C Reed | 3 | 2016 |
| Video digests: a browsable, skimmable format for informational lecture videos A Pavel, CJ Reed, B Hartmann, M Agrawala UIST 2014, 573-582, 2014 | 124 | 2014 |
| Semi‐supervised Eigenbasis novelty detection DR Thompson, WA Majid, CJ Reed, KL Wagstaff Statistical Analysis and Data Mining: The ASA Data Science Journal 6 (3 …, 2013 | 5 | 2013 |
