Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks
Wang, Wenhui, Bao, Hangbo, Dong, Li, Bjorck, Johan, Peng, Zhiliang, Liu, Qiang, Aggarwal, Kriti, Mohammed, Owais Khan, Singhal, Saksham, Som, Subhojit, Wei, Furu
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
CRYSTAL: a multi-agent AI system for automated mapping of materials' crystal structures
Gomes, Carla P., Bai, Junwen, Xue, Yexiang, Björck, Johan, Rappazzo, Brendan, Ament, Sebastian, Bernstein, Richard, Kong, Shufeng, Suram, Santosh K., van Dover, R. Bruce, Gregoire, John M.
Published in MRS communications (01.06.2019)
Published in MRS communications (01.06.2019)
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Journal Article
Automated Phase Mapping with AgileFD and its Application to Light Absorber Discovery in the V–Mn–Nb Oxide System
Suram, Santosh K, Xue, Yexiang, Bai, Junwen, Le Bras, Ronan, Rappazzo, Brendan, Bernstein, Richard, Bjorck, Johan, Zhou, Lan, van Dover, R. Bruce, Gomes, Carla P, Gregoire, John M
Published in ACS combinatorial science (09.01.2017)
Published in ACS combinatorial science (09.01.2017)
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Journal Article
Phase‐Mapper: Accelerating Materials Discovery with AI
Bai, Junwen, Xue, Yexiang, Bjorck, Johan, Bras, Ronan Le, Rappazzo, Brendan, Bernstein, Richard, Suram, Santosh K., Dover, R. Bruce, Gregoire, John M., Gomes, Carla P.
Published in The AI magazine (22.03.2018)
Published in The AI magazine (22.03.2018)
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Journal Article
Automated Phase Mapping with AgileFD and its Application to Light Absorber Discovery in the V–Mn–Nb Oxide System
Suram, Santosh K., Xue, Yexiang, Bai, Junwen, Le Bras, Ronan, Rappazzo, Brendan, Bernstein, Richard, Bjorck, Johan, Zhou, Lan, van Dover, R. Bruce, Gomes, Carla P., Gregoire, John M.
Published in ACS combinatorial science (07.12.2016)
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Published in ACS combinatorial science (07.12.2016)
Journal Article
Scaling Optimal LR Across Token Horizons
Bjorck, Johan, Benhaim, Alon, Chaudhary, Vishrav, Wei, Furu, Song, Xia
Year of Publication 29.09.2024
Year of Publication 29.09.2024
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Journal Article
A methodology for assessing multiple hazards applied to Sweden
Björck, Johan, McNamee, Margaret, Wahlqvist, Jonathan, Larson, Magnus, Inamdeen, Fainaz
Published in International journal of disaster risk reduction (01.11.2024)
Published in International journal of disaster risk reduction (01.11.2024)
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Journal Article
Relaxation Methods for Constrained Matrix Factorization Problems: Solving the Phase Mapping Problem in Materials Discovery
Bai, Junwen, Bjorck, Johan, Xue, Yexiang, Suram, Santosh K., Gregoire, John, Gomes, Carla
Published in Integration of AI and OR Techniques in Constraint Programming (2017)
Published in Integration of AI and OR Techniques in Constraint Programming (2017)
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Book Chapter
Scaling Optimal LR Across Token Horizons
Bjorck, Johan, Benhaim, Alon, Chaudhary, Vishrav, Furu Wei, Song, Xia
Published in arXiv.org (02.10.2024)
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Published in arXiv.org (02.10.2024)
Paper
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision
Bjorck, Johan, Chen, Xiangyu, De Sa, Christopher, Gomes, Carla P, Weinberger, Kilian Q
Year of Publication 26.02.2021
Year of Publication 26.02.2021
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Journal Article
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks
Wang, Wenhui, Bao, Hangbo, Dong, Li, Bjorck, Johan, Peng, Zhiliang, Liu, Qiang, Aggarwal, Kriti, Mohammed, Owais Khan, Singhal, Saksham, Som, Subhojit, Wei, Furu
Year of Publication 22.08.2022
Year of Publication 22.08.2022
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Journal Article
Language Is Not All You Need: Aligning Perception with Language Models
Huang, Shaohan, Dong, Li, Wang, Wenhui, Hao, Yaru, Singhal, Saksham, Ma, Shuming, Lv, Tengchao, Cui, Lei, Mohammed, Owais Khan, Patra, Barun, Liu, Qiang, Aggarwal, Kriti, Chi, Zewen, Bjorck, Johan, Chaudhary, Vishrav, Som, Subhojit, Song, Xia, Wei, Furu
Year of Publication 27.02.2023
Year of Publication 27.02.2023
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Journal Article
Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant
Bjorck, Johan, Rappazzo, Brendan H, Chen, Di, Bernstein, Richard, Wrege, Peter H, Gomes, Carla P
Year of Publication 24.02.2019
Year of Publication 24.02.2019
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Journal Article