A Review of Single-Source Deep Unsupervised Visual Domain Adaptation
Zhao, Sicheng, Yue, Xiangyu, Zhang, Shanghang, Li, Bo, Zhao, Han, Wu, Bichen, Krishna, Ravi, Gonzalez, Joseph E., Sangiovanni-Vincentelli, Alberto L., Seshia, Sanjit A., Keutzer, Kurt
Published in IEEE transaction on neural networks and learning systems (01.02.2022)
Published in IEEE transaction on neural networks and learning systems (01.02.2022)
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Journal Article
Performance of a Convolutional Neural Network and Explainability Technique for 12-Lead Electrocardiogram Interpretation
Hughes, J Weston, Olgin, Jeffrey E, Avram, Robert, Abreau, Sean A, Sittler, Taylor, Radia, Kaahan, Hsia, Henry, Walters, Tomos, Lee, Byron, Gonzalez, Joseph E, Tison, Geoffrey H
Published in JAMA cardiology (01.11.2021)
Published in JAMA cardiology (01.11.2021)
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Journal Article
Remembering for the right reasons: Explanations reduce catastrophic forgetting
Ebrahimi, Sayna, Petryk, Suzanne, Gokul, Akash, Gan, William, Gonzalez, Joseph E., Rohrbach, Marcus, Darrell, Trevor
Published in Applied AI Letters (01.12.2021)
Published in Applied AI Letters (01.12.2021)
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Journal Article
CathAI: fully automated coronary angiography interpretation and stenosis estimation
Avram, Robert, Olgin, Jeffrey E, Ahmed, Zeeshan, Verreault-Julien, Louis, Wan, Alvin, Barrios, Joshua, Abreau, Sean, Wan, Derek, Gonzalez, Joseph E, Tardif, Jean-Claude, So, Derek Y, Soni, Krishan, Tison, Geoffrey H
Published in NPJ digital medicine (11.08.2023)
Published in NPJ digital medicine (11.08.2023)
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Journal Article
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video
Jain, Samvit, Wang, Xin, Gonzalez, Joseph E.
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
Wan, Alvin, Dai, Xiaoliang, Zhang, Peizhao, He, Zijian, Tian, Yuandong, Xie, Saining, Wu, Bichen, Yu, Matthew, Xu, Tao, Chen, Kan, Vajda, Peter, Gonzalez, Joseph E.
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones
Thananjeyan, Brijen, Balakrishna, Ashwin, Nair, Suraj, Luo, Michael, Srinivasan, Krishnan, Hwang, Minho, Gonzalez, Joseph E., Ibarz, Julian, Finn, Chelsea, Goldberg, Ken
Published in IEEE robotics and automation letters (01.07.2021)
Published in IEEE robotics and automation letters (01.07.2021)
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Journal Article
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning
Wang, Xin, Yu, Fisher, Wang, Ruth, Darrell, Trevor, Gonzalez, Joseph E.
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
FBNetV3: Joint Architecture-Recipe Search using Predictor Pretraining
Dai, Xiaoliang, Wan, Alvin, Zhang, Peizhao, Wu, Bichen, He, Zijian, Wei, Zhen, Chen, Kan, Tian, Yuandong, Yu, Matthew, Vajda, Peter, Gonzalez, Joseph E.
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Safety Augmented Value Estimation From Demonstrations (SAVED): Safe Deep Model-Based RL for Sparse Cost Robotic Tasks
Thananjeyan, Brijen, Balakrishna, Ashwin, Rosolia, Ugo, Li, Felix, McAllister, Rowan, Gonzalez, Joseph E., Levine, Sergey, Borrelli, Francesco, Goldberg, Ken
Published in IEEE robotics and automation letters (01.04.2020)
Published in IEEE robotics and automation letters (01.04.2020)
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Journal Article
Multitask Vision-Language Prompt Tuning
Shen, Sheng, Yang, Shijia, Zhang, Tianjun, Zhai, Bohan, Gonzalez, Joseph E., Keutzer, Kurt, Darrell, Trevor
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
Simple Token-Level Confidence Improves Caption Correctness
Petryk, Suzanne, Whitehead, Spencer, Gonzalez, Joseph E., Darrell, Trevor, Rohrbach, Anna, Rohrbach, Marcus
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
Pylot: A Modular Platform for Exploring Latency-Accuracy Tradeoffs in Autonomous Vehicles
Gog, Ionel, Kalra, Sukrit, Schafhalter, Peter, Wright, Matthew A., Gonzalez, Joseph E., Stoica, Ion
Published in 2021 IEEE International Conference on Robotics and Automation (ICRA) (01.01.2021)
Published in 2021 IEEE International Conference on Robotics and Automation (ICRA) (01.01.2021)
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Conference Proceeding
Leveraging Cloud Computing to Make Autonomous Vehicles Safer
Schafhalter, Peter, Kalra, Sukrit, Xu, Le, Gonzalez, Joseph E., Stoica, Ion
Published in 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2023)
Published in 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (01.10.2023)
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Conference Proceeding
All You Need is LUV: Unsupervised Collection of Labeled Images Using UV-Fluorescent Markings
Thananjeyan, Brijen, Kerr, Justin, Huang, Huang, Gonzalez, Joseph E., Goldberg, Ken
Published in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (23.10.2022)
Published in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (23.10.2022)
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Conference Proceeding
RILaaS: Robot Inference and Learning as a Service
Tanwani, Ajay Kumar, Anand, Raghav, Gonzalez, Joseph E., Goldberg, Ken
Published in IEEE robotics and automation letters (01.07.2020)
Published in IEEE robotics and automation letters (01.07.2020)
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Journal Article
Robust Object Detection via Instance-Level Temporal Cycle Confusion
Wang, Xin, Huang, Thomas E., Liu, Benlin, Yu, Fisher, Wang, Xiaolong, Gonzalez, Joseph E., Darrell, Trevor
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
Disentangling Dense Multi-Cable Knots
Viswanath, Vainavi, Grannen, Jennifer, Sundaresan, Priya, Thananjeyan, Brijen, Balakrishna, Ashwin, Novoseller, Ellen, Ichnowski, Jeffrey, Laskey, Michael, Gonzalez, Joseph E., Goldberg, Ken
Published in 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (27.09.2021)
Published in 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (27.09.2021)
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Conference Proceeding
Learning to Design Accurate Deep Learning Accelerators with Inaccurate Multipliers
Jain, Paras, Huda, Safeen, Maas, Martin, Gonzalez, Joseph E., Stoical, Ion, Mirhoseini, Azalia
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
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Conference Proceeding