Johan Bjorck

31 papers A* 12B 1C 1Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
World Action Models are Zero-shot Policies.
CoRR
Seonghyeon Ye, Yunhao Ge, Kaiyuan Zheng, Shenyuan Gao, Sihyun Yu, George Kurian, Suneel Indupuru, You Liang Tan, Chuning Zhu, Jiannan Xiang, Ayaan Malik, Kyungmin Lee, William Liang, Nadun Ranawaka, Jiasheng Gu, Yinzhen Xu, Guanzhi Wang, Fengyuan Hu, Avnish Narayan, Johan Bjorck, Jing Wang, Gwanghyun Kim, Dantong Niu, Ruijie Zheng, Yuqi Xie, Jimmy Wu, Qi Wang, Ryan Julian, Danfei Xu, Yilun Du, Yevgen Chebotar, Scott Reed, Jan Kautz, Yuke Zhu, Linxi "Jim" Fan, Joel Jang
2025 J jnl
DreamGen: Unlocking Generalization in Robot Learning through Neural Trajectories.
CoRR
Joel Jang, Seonghyeon Ye, Zongyu Lin, Jiannan Xiang, Johan Bjorck, Yu Fang, Fengyuan Hu, Spencer Huang, Kaushil Kundalia, Yen-Chen Lin, Loic 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
2025 J jnl
FLARE: Robot Learning with Implicit World Modeling.
CoRR
Ruijie Zheng, Jing Wang, Scott Reed, Johan Bjorck, Yu Fang, Fengyuan Hu, Joel Jang, Kaushil Kundalia, Zongyu Lin, Loic Magne, Avnish Narayan, You Liang Tan, Guanzhi Wang, Qi Wang, Jiannan Xiang, Yinzhen Xu, Seonghyeon Ye, Jan Kautz, Furong Huang, Yuke Zhu, Linxi Fan
2025 J jnl
GR00T N1: An Open Foundation Model for Generalist Humanoid Robots.
CoRR
Johan Bjorck, Fernando Castañeda, Nikita Cherniadev, Xingye Da, Runyu Ding, Linxi Fan, Yu Fang, Dieter Fox, Fengyuan Hu, Spencer Huang, Joel Jang, Zhenyu Jiang, Jan Kautz, Kaushil Kundalia, Lawrence Lao, Zhiqi Li, Zongyu Lin, Kevin Lin, Guilin Liu, Edith LLontop, Loic Magne, Ajay Mandlekar, Avnish Narayan, Soroush Nasiriany, Scott Reed, You Liang Tan, Guanzhi Wang, Zu Wang, Jing Wang, Qi Wang, Jiannan Xiang, Yuqi Xie, Yinzhen Xu, Zhenjia Xu, Seonghyeon Ye, Zhiding Yu, Ao Zhang, Hao Zhang, Yizhou Zhao, Ruijie Zheng, Yuke Zhu
2025 J jnl
LocateAnything3D: Vision-Language 3D Detection with Chain-of-Sight.
CoRR
Yunze Man, Shihao Wang, Guowen Zhang, Johan Bjorck, Zhiqi Li, Liang-Yan Gui, Jim Fan, Jan Kautz, Yu-Xiong Wang, Zhiding Yu
2025 A* conf
Scaling Optimal LR Across Token Horizons.
ICLR
Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, Furu Wei, Xia Song
2024 J jnl
Scaling Optimal LR Across Token Horizon.
CoRR
Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, Furu Wei, Xia Song
2023 A* conf
Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks.
CVPR
Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei
2023 J jnl
Language Is Not All You Need: Aligning Perception with Language Models.
CoRR
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
2022 C conf
Bootstrapping a high quality multilingual multimodal dataset for Bletchley.
ACML
Owais Khan Mohammed, Kriti Aggarwal, Qiang Liu, Saksham Singhal, Johan Bjorck, Subhojit Som
2022 J jnl
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks.
CoRR
Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei
2022 A* conf
Is High Variance Unavoidable in RL? A Case Study in Continuous Control.
ICLR
Johan Bjorck, Carla P. Gomes, Kilian Q. Weinberger
2021 A* conf
Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing.
AAAI
Johan Bjorck, Brendan H. Rappazzo, Qinru Shi, Carrie Brown-Lima, Jennifer Dean, Angela Fuller, Carla P. Gomes
2021 A* conf
Characterizing the Loss Landscape in Non-Negative Matrix Factorization.
AAAI
Johan Bjorck, Anmol Kabra, Kilian Q. Weinberger, Carla P. Gomes
2021 J jnl
Is High Variance Unavoidable in RL? A Case Study in Continuous Control.
CoRR
Johan Bjorck, Carla P. Gomes, Kilian Q. Weinberger
2021 A* conf
Learning Augmented Methods for Matching: Improving Invasive Species Management and Urban Mobility.
AAAI
Johan Bjorck, Qinru Shi, Carrie Brown-Lima, Jennifer Dean, Angela Fuller, Carla P. Gomes
2021 J jnl
Low-Precision Reinforcement Learning.
CoRR
Johan Bjorck, Xiangyu Chen, Christopher De Sa, Carla P. Gomes, Kilian Q. Weinberger
2021 A* conf
Towards Deeper Deep Reinforcement Learning with Spectral Normalization.
NeurIPS
Johan Bjorck, Carla P. Gomes, Kilian Q. Weinberger
2021 J jnl
Towards Deeper Deep Reinforcement Learning.
CoRR
Johan Bjorck, Carla P. Gomes, Kilian Q. Weinberger
2021 A* conf
Understanding Decoupled and Early Weight Decay.
AAAI
Johan Bjorck, Kilian Q. Weinberger, Carla P. Gomes
2020 J jnl
Understanding Decoupled and Early Weight Decay.
CoRR
Johan Bjorck, Kilian Q. Weinberger, Carla P. Gomes
2019 A* conf
Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant.
AAAI
Johan Bjorck, Brendan H. Rappazzo, Di Chen, Richard Bernstein, Peter H. Wrege, Carla P. Gomes
2019 J jnl
Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant.
CoRR
Johan Bjorck, Brendan Rappazzo, Di Chen, Richard Bernstein, Peter H. Wrege, Carla P. Gomes
2018 J jnl
Phase Mapper: Accelerating Materials Discovery with AI.
AI Mag.
Junwen Bai, Yexiang Xue, Johan Bjorck, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Santosh K. Suram, Robert Bruce van Dover, John M. Gregoire, Carla P. Gomes
2018 A* conf
Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Networks.
AAAI
Johan Bjorck, Yiwei Bai, Xiaojian Wu, Yexiang Xue, Mark C. Whitmore, Carla P. Gomes
2018 A* conf
Understanding Batch Normalization.
NeurIPS
Johan Bjorck, Carla P. Gomes, Bart Selman, Kilian Q. Weinberger
2018 J jnl
Understanding Batch Normalization.
CoRR
Johan Bjorck, Carla P. Gomes, Bart Selman
2017 A* conf
Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery.
AAAI
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
2017 B conf
Relaxation Methods for Constrained Matrix Factorization Problems: Solving the Phase Mapping Problem in Materials Discovery.
CPAIOR
Junwen Bai, Johan Bjorck, Yexiang Xue, Santosh K. Suram, John M. Gregoire, Carla P. Gomes
2017 J jnl
Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Network.
CoRR
Johan Bjorck, Yiwei Bai, Xiaojian Wu, Yexiang Xue, Mark C. Whitmore, Carla P. Gomes
2016 J jnl
Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery.
CoRR
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