Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians von 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

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Efficient Error Certification for Physics-Informed Neural Networks von Eiras, Francisco, Bibi, Adel, Bunel, Rudy, Dvijotham, Krishnamurthy Dj, Torr, Philip, Kumar, M. Pawan

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Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play von Liu, Jeremiah Zhe, Dvijotham, Krishnamurthy Dj, Lee, Jihyeon, Yuan, Quan, Strobel, Martin, Lakshminarayanan, Balaji, Ramachandran, Deepak

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Faithful Knowledge Distillation von Lamb, Tom A, Brunel, Rudy, Dvijotham, Krishnamurthy DJ, Kumar, M. Pawan, Torr, Philip H. S, Eiras, Francisco

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(Certified!!) Adversarial Robustness for Free von Carlini, Nicholas, Tramer, Florian, Dvijotham, Krishnamurthy Dj, Rice, Leslie, Sun, Mingjie, Kolter, J. Zico

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Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation von Collins, Katherine M, Kim, Najoung, Bitton, Yonatan, Rieser, Verena, Omidshafiei, Shayegan, Hu, Yushi, Chen, Sherol, Dutta, Senjuti, Chang, Minsuk, Lee, Kimin, Liang, Youwei, Evans, Georgina, Singla, Sahil, Li, Gang, Weller, Adrian, He, Junfeng, Ramachandran, Deepak, Dvijotham, Krishnamurthy Dj

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Stealing Part of a Production Language Model von 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

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(Certified!!) Adversarial Robustness for Free von Carlini, Nicholas, Tramer, Florian, Krishnamurthy Dj Dvijotham, Rice, Leslie, Sun, Mingjie, Kolter, J Zico

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Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation von 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

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Rich Human Feedback for Text-to-Image Generation von 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

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Faithful Knowledge Distillation von Lamb, Tom A, Brunel, Rudy, Krishnamurthy DJ Dvijotham, Kumar, M Pawan, Torr, Philip H S, Eiras, Francisco

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BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks von Rodriguez, Juan, Xiangru Jian, Panigrahi, Siba Smarak, Zhang, Tianyu, Feizi, Aarash, Puri, Abhay, Kalkunte, Akshay, Savard, François, Masry, Ahmed, Nayak, Shravan, Awal, Rabiul, Massoud, Mahsa, Abaskohi, Amirhossein, Li, Zichao, Wang, Suyuchen, Pierre-André Noël, Mats Leon Richter, Vadacchino, Saverio, Agarwal, Shubbam, Biswas, Sanket, Shanian, Sara, Zhang, Ying, Bolger, Noah, MacDonald, Kurt, Fauvel, Simon, Tejaswi, Sathwik, Sunkara, Srinivas, Monteiro, Joao, Krishnamurthy DJ Dvijotham, Scholak, Torsten, Chapados, Nicolas, Kharagani, Sepideh, Hughes, Sean, Özsu, M, Reddy, Siva, Pedersoli, Marco, Bengio, Yoshua, Pal, Christopher, Laradji, Issam, Spandanna Gella, Taslakian, Perouz, Vazquez, David, Rajeswar, Sai

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