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Avoiding synthesizing specific visual concepts is an essential challenge in responsible visual synthesis.
Language models are few-shot learners
Brown, T.; Mann, B.; Ryder, N.; Subbiah, M.; Kaplan, J. D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al. 2020 · 1901
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Gradio: Hassle-free sharing and testing of ml models in the wild
Abid, A.; Abdalla, A.; Abid, A.; Khan, D.; Alfozan, A.; and Zou, J. 2019 · 1906
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An empirical study of spam traffic and the use of DNS black lists
Jung, J.; and Sit, E. 2004 · 2004
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Denoising diffusion implicit models
Song, J.; Meng, C.; and Ermon, S. 2020 · 2010
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Vqa: Visual question answering
Antol, S.; Agrawal, A.; Lu, J.; Mitchell, M.; Batra, D.; Zitnick, C. L.; and Parikh, D. 2015 · 2015
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Visual genome: Connecting language and vision using crowdsourced dense image annotations
Krishna, R.; Zhu, Y.; Groth, O.; Johnson, J.; Hata, K.; Kravitz, J.; Chen, S.; Kalantidis, Y.; Li, L.-J.; Shamma, D. A.; et al. 2017 · 2017
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Responsible AI for conservation
Wearn, O. R.; Freeman, R.; and Jacoby, D. M. 2019 · 2019
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Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
Arrieta, A. B.; Díaz-Rodríguez, N.; Del Ser, J.; Bennetot, A.; Tabik, S.; Barbado, A.; García, S.; Gil-López, S.; Molina, D.; Benjamins, R.; et al. 2020 · 2020
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Zero-shot text-to-image generation
Ramesh, A.; Pavlov, M.; Goh, G.; Gray, S.; Voss, C.; Radford, A.; Chen, M.; and Sutskever, I. 2021 · 2021
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Large language models are zero-shot reasoners
Kojima, T.; Gu, S. S.; Reid, M.; Matsuo, Y.; and Iwasawa, Y. 2022 · 2022
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High-resolution image synthesis with latent diffusion models
Rombach, R.; Blattmann, A.; Lorenz, D.; Esser, P.; and Ommer, B. 2022 · 2022
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Photorealistic text-to-image diffusion models with deep language understanding
Saharia, C.; Chan, W.; Saxena, S.; Li, L.; Whang, J.; Denton, E. L.; Ghasemipour, K.; Gontijo Lopes, R.; Karagol Ayan, B.; Salimans, T.; et al. 2022 · 2022
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REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning Research
Smith, J. J.; Amershi, S.; Barocas, S.; Wallach, H.; and Wortman Vaughan, J. 2022 · 2022
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Chain-of-thought prompting elicits reasoning in large language models
Wei, J.; Wang, X.; Schuurmans, D.; Bosma, M.; Xia, F.; Chi, E.; Le, Q. V.; Zhou, D.; et al. 2022 · 2022
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Erasing concepts from diffusion models
Gandikota, R.; Materzynska, J.; Fiotto-Kaufman, J.; and Bau, D. 2023 · 2023
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AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn
Gao, D.; Ji, L.; Zhou, L.; Lin, K. Q.; Chen, J.; Fan, Z.; and Shou, M. Z. 2023 · 2023
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Ablating concepts in text-to-image diffusion models
Kumari, N.; Zhang, B.; Wang, S.-Y.; Shechtman, E.; Zhang, R.; and Zhu, J.-Y. 2023 · 2023
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Li, J.; Li, D.; Savarese, S.; and Hoi, S. 2023 · 2023
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Chameleon: Plug-and-play compositional reasoning with large language models
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Zhou, D.; Schärli, N.; Hou, L.; Wei, J.; Scales, N.; Wang, X.; Schuurmans, D.; Cui, C.; Bousquet, O.; Le, Q.; et al. 2022 · 2022
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Instructpix2pix: Learning to follow image editing instructions
Brooks, T.; Holynski, A.; and Efros, A. A. 2023 · 2023
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Enhancing Chat Language Models by Scaling High-quality Instructional Conversations
Ding, N.; Chen, Y.; Xu, B.; Qin, Y.; Zheng, Z.; Hu, S.; Liu, Z.; Sun, M.; and Zhou, B. 2023 · 2023
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Forget-me-not: Learning to forget in text-to-image diffusion models
Zhang, E.; Wang, K.; Xu, X.; Wang, Z.; and Shi, H. 2023a
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Multimodal chain-of-thought reasoning in language models
Zhang, Z.; Zhang, A.; Li, M.; Zhao, H.; Karypis, G.; and Smola, A. 2023b
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Lu, P.; Peng, B.; Cheng, H.; Galley, M.; Chang, K.-W.; Wu, Y. N.; Zhu, S.-C.; and Gao, J. 2023 · 2023
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VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation
Luo, Z.; Chen, D.; Zhang, Y.; Huang, Y.; Wang, L.; Shen, Y.; Zhao, D.; Zhou, J.; and Tan, T. 2023 · 2023
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Llama: Open and efficient foundation language models
Touvron, H.; Lavril, T.; Izacard, G.; Martinet, X.; Lachaux, M.-A.; Lacroix, T.; Rozière, B.; Goyal, N.; Hambro, E.; Azhar, F.; et al. 2023 · 2023
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Adding Conditional Control to Text-to-Image Diffusion Models
Zhang, L.; and Agrawala, M. 2023 · 2023
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