Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery. - Yexiang Xue; Junwen Bai; Ronan Le Bras 001; Brendan Rappazzo; Richard Bernstein; Johan Bjorck; Liane Longpre; Santosh K. Suram; Robert Bruce van Dover; John M. Gregoire; Carla P. Gomes (AAAI, 2017)

Relaxation Methods for Constrained Matrix Factorization Problems: Solving the Phase Mapping Problem in Materials Discovery. - Junwen Bai; Johan Bjorck; Yexiang Xue; Santosh K. Suram; John M. Gregoire; Carla P. Gomes (CPAIOR, 2017)

Scalable Relaxations of Sparse Packing Constraints: Optimal Biocontrol in Predator-Prey Network. - Johan Bjorck; Yiwei Bai; Xiaojian Wu; Yexiang Xue; Mark C. Whitmore; Carla P. Gomes (CoRR, 2017)

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, 2018)

Understanding Batch Normalization. - Johan Bjorck; Carla P. Gomes; Bart Selman; Kilian Q. Weinberger (NeurIPS, 2018)

Phase Mapper: Accelerating Materials Discovery with AI. - Junwen Bai; Yexiang Xue; Johan Bjorck; Ronan Le Bras 001; Brendan Rappazzo; Richard Bernstein; Santosh K. Suram; Robert Bruce van Dover; John M. Gregoire; Carla P. Gomes (AI Mag., 2018)

Understanding Batch Normalization. - Johan Bjorck; Carla P. Gomes; Bart Selman (CoRR, 2018)

Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant. - Johan Bjorck; Brendan H. Rappazzo; Di Chen 001; Richard Bernstein; Peter H. Wrege; Carla P. Gomes (AAAI, 2019)

Characterizing the Loss Landscape in Non-Negative Matrix Factorization. - Johan Bjorck; Anmol Kabra; Kilian Q. Weinberger; Carla P. Gomes (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)

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 (AAAI, 2021)

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

Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision. - Johan Björck; Xiangyu Chen 007; Christopher De Sa; Carla P. Gomes; Kilian Q. Weinberger (ICML, 2021)

Towards Deeper Deep Reinforcement Learning with Spectral Normalization. - Johan Bjorck; Carla P. Gomes; Kilian Q. Weinberger (NeurIPS, 2021)

Low-Precision Reinforcement Learning. - Johan Bjorck; Xiangyu Chen 007; Christopher De Sa; Carla P. Gomes; Kilian Q. Weinberger (CoRR, 2021)

Towards Deeper Deep Reinforcement Learning. - Johan Bjorck; Carla P. Gomes; Kilian Q. Weinberger (CoRR, 2021)

Matrix factorization and Deep Learning in Scientific Domains: Understanding When and Why It Works. - Nils Johan Bertil Bjorck (2021)

Bootstrapping a high quality multilingual multimodal dataset for Bletchley. - Owais Khan Mohammed; Kriti Aggarwal; Qiang Liu; Saksham Singhal; Johan Bjorck; Subhojit Som (ACML, 2022)

Is High Variance Unavoidable in RL? A Case Study in Continuous Control. - Johan Bjorck; Carla P. Gomes; Kilian Q. Weinberger (ICLR, 2022)

Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks. - Wenhui Wang 003; Hangbo Bao; Li Dong 004; Johan Bjorck; Zhiliang Peng; Qiang Liu; Kriti Aggarwal; Owais Khan Mohammed; Saksham Singhal; Subhojit Som; Furu Wei (CoRR, 2022)

Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks. - Wenhui Wang 003; Hangbo Bao; Li Dong 004; Johan Bjorck; Zhiliang Peng; Qiang Liu; Kriti Aggarwal; Owais Khan Mohammed; Saksham Singhal; Subhojit Som; Furu Wei (CVPR, 2023)

Language Is Not All You Need: Aligning Perception with Language Models. - Shaohan Huang; Li Dong 004; Wenhui Wang 003; Yaru Hao; Saksham Singhal; Shuming Ma; Tengchao Lv; Lei Cui 001; Owais Khan Mohammed; Barun Patra; Qiang Liu; Kriti Aggarwal; et al. (NeurIPS, 2023)

Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. - Marah I Abdin; Sam Ade Jacobs; Ammar Ahmad Awan; Jyoti Aneja; Ahmed Awadallah 001; Hany Awadalla; Nguyen Bach; Amit Bahree; Arash Bakhtiari; Harkirat S. Behl; Alon Benhaim; Misha Bilenko; et al. (CoRR, 2024)

Scaling Optimal LR Across Token Horizon. - Johan Bjorck; Alon Benhaim; Vishrav Chaudhary; Furu Wei; Xia Song (CoRR, 2024)

Scaling Optimal LR Across Token Horizons. - Johan Bjorck; Alon Benhaim; Vishrav Chaudhary; Furu Wei; Xia Song (ICLR, 2025)

GR00T N1: An Open Foundation Model for Generalist Humanoid Robots. - Johan Bjorck; Fernando Castañeda; Nikita Cherniadev; Xingye Da; Runyu Ding; Linxi; Yu Fang; Dieter Fox; Fengyuan Hu; Spencer Huang; Joel Jang; Zhenyu Jiang 002; et al. (CoRR, 2025)

DreamGen: Unlocking Generalization in Robot Learning through Neural Trajectories. - 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; et al. (CoRR, 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; Loic Magne; Avnish Narayan; You Liang Tan; et al. (CoRR, 2025)