Remembering for the right reasons: Explanations reduce catastrophic forgetting von Ebrahimi, Sayna, Petryk, Suzanne, Gokul, Akash, Gan, William, Gonzalez, Joseph E., Rohrbach, Marcus, Darrell, Trevor

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Compositional GAN: Learning Image-Conditional Binary Composition von Azadi, Samaneh, Pathak, Deepak, Ebrahimi, Sayna, Darrell, Trevor

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Adversarial Continual Learning von Ebrahimi, Sayna, Meier, Franziska, Calandra, Roberto, Darrell, Trevor, Rohrbach, Marcus

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DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning von Wang, Zifeng, Zhang, Zizhao, Ebrahimi, Sayna, Sun, Ruoxi, Zhang, Han, Lee, Chen-Yu, Ren, Xiaoqi, Su, Guolong, Perot, Vincent, Dy, Jennifer, Pfister, Tomas

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Peridynamics analysis of the nanoscale friction and wear properties of amorphous carbon thin films von Ebrahimi, Sayna, Steigmann, David, Komvopoulos, Kyriakos

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CROME: Cross-Modal Adapters for Efficient Multimodal LLM von Ebrahimi, Sayna, Arik, Sercan O, Nama, Tejas, Pfister, Tomas

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Test-Time Adaptation for Visual Document Understanding von Ebrahimi, Sayna, Arik, Sercan O, Pfister, Tomas

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LANISTR: Multimodal Learning from Structured and Unstructured Data von Ebrahimi, Sayna, Arik, Sercan O, Dong, Yihe, Pfister, Tomas

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Beyond Invariance: Test-Time Label-Shift Adaptation for Distributions with "Spurious" Correlations von Sun, Qingyao, Murphy, Kevin, Ebrahimi, Sayna, D'Amour, Alexander

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Data-augmented phrase-level alignment for mitigating object hallucination von Sarkar, Pritam, Ebrahimi, Sayna, Etemad, Ali, Beirami, Ahmad, Arık, Sercan Ö, Pfister, Tomas

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Contrastive Test-Time Adaptation von Chen, Dian, Wang, Dequan, Darrell, Trevor, Ebrahimi, Sayna

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TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents von Enouen, James, Nakhost, Hootan, Ebrahimi, Sayna, Arik, Sercan O, Liu, Yan, Pfister, Tomas

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Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs von Chen, Jiefeng, Yoon, Jinsung, Ebrahimi, Sayna, Arik, Sercan O, Pfister, Tomas, Jha, Somesh

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PAITS: Pretraining and Augmentation for Irregularly-Sampled Time Series von Beebe-Wang, Nicasia, Ebrahimi, Sayna, Yoon, Jinsung, Arik, Sercan O, Pfister, Tomas

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Continual Learning of Large Language Models: A Comprehensive Survey von Shi, Haizhou, Xu, Zihao, Wang, Hengyi, Qin, Weiyi, Wang, Wenyuan, Wang, Yibin, Wang, Zifeng, Ebrahimi, Sayna, Wang, Hao

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On-target Adaptation von Wang, Dequan, Liu, Shaoteng, Ebrahimi, Sayna, Shelhamer, Evan, Darrell, Trevor

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ASPEST: Bridging the Gap Between Active Learning and Selective Prediction von Chen, Jiefeng, Yoon, Jinsung, Ebrahimi, Sayna, Arik, Sercan, Jha, Somesh, Pfister, Tomas

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Test-Time Adaptation for Visual Document Understanding von Ebrahimi, Sayna, Arik, Sercan Omer, Pfister, Tomas

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Predicting with Confidence on Unseen Distributions von Guillory, Devin, Shankar, Vaishaal, Ebrahimi, Sayna, Darrell, Trevor, Schmidt, Ludwig

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Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence von Feng, Shangbin, Wang, Zifeng, Wang, Yike, Ebrahimi, Sayna, Palangi, Hamid, Miculicich, Lesly, Kulshrestha, Achin, Rauschmayr, Nathalie, Choi, Yejin, Tsvetkov, Yulia, Lee, Chen-Yu, Pfister, Tomas

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