Bjorck, Johan

14 publications

CoRL 2025 DreamGen: Unlocking Generalization in Robot Learning Through Video World Models Joel Jang, Seonghyeon Ye, Zongyu Lin, Jiannan Xiang, Johan Bjorck, Yu Fang, Fengyuan Hu, Spencer Huang, Kaushil Kundalia, Yen-Chen Lin, Loïc Magne, Ajay Mandlekar, Avnish Narayan, You Liang Tan, Guanzhi Wang, Jing Wang, Qi Wang, Yinzhen Xu, Xiaohui Zeng, Kaiyuan Zheng, Ruijie Zheng, Ming-Yu Liu, Luke Zettlemoyer, Dieter Fox, Jan Kautz, Scott Reed, Yuke Zhu, Linxi Fan

CoRL 2025 FLARE: Robot Learning with Implicit World Modeling Ruijie Zheng, Jing Wang, Scott Reed, Johan Bjorck, Yu Fang, Fengyuan Hu, Joel Jang, Kaushil Kundalia, Zongyu Lin, Loïc Magne, Avnish Narayan, You Liang Tan, Guanzhi Wang, Qi Wang, Jiannan Xiang, Yinzhen Xu, Seonghyeon Ye, Jan Kautz, Furong Huang, Yuke Zhu, Linxi Fan

ICLR 2025 Scaling Optimal LR Across Token Horizons Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, Furu Wei, Xia Song

CVPR 2023 Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei

ACML 2022 Bootstrapping a High Quality Multilingual Multimodal Dataset for Bletchley Owais Khan Mohammed, Kriti Aggarwal, Qiang Liu, Saksham Singhal, Johan Bjorck, Subhojit Som

ICLR 2022 Is High Variance Unavoidable in RL? a Case Study in Continuous Control Johan Bjorck, Carla P Gomes, Kilian Q Weinberger

AAAI 2021 Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing Johan Bjorck, Brendan H. Rappazzo, Qinru Shi, Carrie Brown-Lima, Jennifer Dean, Angela Fuller, Carla P. Gomes

AAAI 2021 Characterizing the Loss Landscape in Non-Negative Matrix Factorization Johan Bjorck, Anmol Kabra, Kilian Q. Weinberger, Carla P. Gomes

AAAI 2021 Learning Augmented Methods for Matching: Improving Invasive Species Management and Urban Mobility Johan Bjorck, Qinru Shi, Carrie Brown-Lima, Jennifer Dean, Angela Fuller, Carla P. Gomes

ICML 2021 Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision Johan Björck, Xiangyu Chen, Christopher De Sa, Carla P Gomes, Kilian Weinberger

AAAI 2021 Understanding Decoupled and Early Weight Decay Johan Bjorck, Kilian Q. Weinberger, Carla P. Gomes

AAAI 2019 Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant Johan Bjorck, Brendan H. Rappazzo, Di Chen, Richard Bernstein, Peter H. Wrege, Carla P. Gomes

AAAI 2018 Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Networks Johan Bjorck, Yiwei Bai, Xiaojian Wu, Yexiang Xue, Mark C. Whitmore, Carla P. Gomes

AAAI 2017 Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery Yexiang Xue, Junwen Bai, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Johan Bjorck, Liane Longpre, Santosh K. Suram, Robert Bruce van Dover, John M. Gregoire, Carla P. Gomes