Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians
Dvijotham, Krishnamurthy Dj, Winkens, Jim, Barsbey, Melih, Ghaisas, Sumedh, Stanforth, Robert, Pawlowski, Nick, Strachan, Patricia, Ahmed, Zahra, Azizi, Shekoofeh, Bachrach, Yoram, Culp, Laura, Daswani, Mayank, Freyberg, Jan, Kelly, Christopher, Kiraly, Atilla, Kohlberger, Timo, McKinney, Scott, Mustafa, Basil, Natarajan, Vivek, Geras, Krzysztof, Witowski, Jan, Qin, Zhi Zhen, Creswell, Jacob, Shetty, Shravya, Sieniek, Marcin, Spitz, Terry, Corrado, Greg, Kohli, Pushmeet, Cemgil, Taylan, Karthikesalingam, Alan
Published in Nature medicine (01.07.2023)
Published in Nature medicine (01.07.2023)
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Journal Article
(Certified!!) Adversarial Robustness for Free
Carlini, Nicholas, Tramer, Florian, Krishnamurthy Dj Dvijotham, Rice, Leslie, Sun, Mingjie, Kolter, J Zico
Published in arXiv.org (06.03.2023)
Published in arXiv.org (06.03.2023)
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Journal Article
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play
Liu, Jeremiah Zhe, Krishnamurthy Dj Dvijotham, Lee, Jihyeon, Yuan, Quan, Strobel, Martin, Lakshminarayanan, Balaji, Ramachandran, Deepak
Published in arXiv.org (11.02.2023)
Published in arXiv.org (11.02.2023)
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Journal Article
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation
Collins, Katherine M, Kim, Najoung, Bitton, Yonatan, Rieser, Verena, Shayegan Omidshafiei, Hu, Yushi, Chen, Sherol, Dutta, Senjuti, Chang, Minsuk, Lee, Kimin, Liang, Youwei, Evans, Georgina, Singla, Sahil, Li, Gang, Weller, Adrian, He, Junfeng, Ramachandran, Deepak, Krishnamurthy Dj Dvijotham
Published in arXiv.org (24.06.2024)
Published in arXiv.org (24.06.2024)
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Journal Article
Rich Human Feedback for Text-to-Image Generation
Liang, Youwei, He, Junfeng, Li, Gang, Li, Peizhao, Klimovskiy, Arseniy, Carolan, Nicholas, Jiao, Sun, Pont-Tuset, Jordi, Young, Sarah, Yang, Feng, Ke, Junjie, Krishnamurthy Dj Dvijotham, Collins, Katie, Luo, Yiwen, Yang, Li, Kohlhoff, Kai J, Ramachandran, Deepak, Navalpakkam, Vidhya
Published in arXiv.org (09.04.2024)
Published in arXiv.org (09.04.2024)
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Journal Article
Faithful Knowledge Distillation
Lamb, Tom A, Brunel, Rudy, Krishnamurthy DJ Dvijotham, Kumar, M Pawan, Torr, Philip H S, Eiras, Francisco
Published in arXiv.org (11.08.2023)
Published in arXiv.org (11.08.2023)
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Journal Article
Scalable Verified Training for Provably Robust Image Classification
Gowal, Sven, Dvijotham, Krishnamurthy, Stanforth, Robert, Bunel, Rudy, Qin, Chongli, Uesato, Jonathan, Arandjelovic, Relja, Mann, Timothy Arthur, Kohli, Pushmeet
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations
Gowal, Sven, Qin, Chongli, Huang, Po-Sen, Cemgil, Taylan, Dvijotham, Krishnamurthy, Mann, Timothy, Kohli, Pushmeet
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
Efficient Error Certification for Physics-Informed Neural Networks
Eiras, Francisco, Bibi, Adel, Bunel, Rudy, Dvijotham, Krishnamurthy Dj, Torr, Philip, Kumar, M. Pawan
Year of Publication 17.05.2023
Year of Publication 17.05.2023
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Journal Article
Stealing Part of a Production Language Model
Carlini, Nicholas, Paleka, Daniel, Dvijotham, Krishnamurthy Dj, Steinke, Thomas, Hayase, Jonathan, Cooper, A. Feder, Lee, Katherine, Jagielski, Matthew, Nasr, Milad, Conmy, Arthur, Yona, Itay, Wallace, Eric, Rolnick, David, Tramèr, Florian
Year of Publication 11.03.2024
Year of Publication 11.03.2024
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Journal Article
Provably Correct Physics-Informed Neural Networks
Eiras, Francisco, Bibi, Adel, Bunel, Rudy, Krishnamurthy Dj Dvijotham, Torr, Philip, Kumar, M Pawan
Published in arXiv.org (17.05.2023)
Published in arXiv.org (17.05.2023)
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Paper
Stealing Part of a Production Language Model
Carlini, Nicholas, Paleka, Daniel, Krishnamurthy Dj Dvijotham, Steinke, Thomas, Hayase, Jonathan, A Feder Cooper, Lee, Katherine, Jagielski, Matthew, Nasr, Milad, Conmy, Arthur, Yona, Itay, Wallace, Eric, Rolnick, David, Tramèr, Florian
Published in arXiv.org (09.07.2024)
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Published in arXiv.org (09.07.2024)
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