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Sungjin Ahn is an Assistant Professor of Computer Science at Rutgers University and directs the Rutgers Machine Learning (RUML) lab. He is also affiliated with Rutgers Center for Cognitive Science. His research focus is on how an AI-agent can learn the structure and representations of the world in an unsupervised and compositional way, with a particular interest in object-centric learning. His approach to achieving this is based on deep learning, Bayesian modeling, reinforcement learning, and inspiration from cognitive & neuroscience. He received Ph.D. at the University of California, Irvine with Max Welling and did a postdoc with Yoshua Bengio at Mila. Then, he joined Rutgers University in Fall 2018. He has co-organized ICML 2020 Workshop on Object-Oriented Learning and received the ICML best paper award in ICML 2012.
Author Information
Sungjin Ahn (Rutgers University)
More from the Same Authors
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2021 : DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations »
Fei Deng · Ingook Jang · Sungjin Ahn -
2021 : TransDreamer: Reinforcement Learning with Transformer World Models »
· Jaesik Yoon · Yi-Fu Wu · Sungjin Ahn -
2021 : Learning Representations for Zero-Shot Image Generation without Text »
Gautam Singh · Fei Deng · Sungjin Ahn -
2020 Poster: Generative Neurosymbolic Machines »
Jindong Jiang · Sungjin Ahn -
2020 Spotlight: Generative Neurosymbolic Machines »
Jindong Jiang · Sungjin Ahn -
2019 Poster: Variational Temporal Abstraction »
Taesup Kim · Sungjin Ahn · Yoshua Bengio -
2019 Poster: Neural Multisensory Scene Inference »
Jae Hyun Lim · Pedro O. Pinheiro · Negar Rostamzadeh · Chris Pal · Sungjin Ahn -
2019 Poster: Sequential Neural Processes »
Gautam Singh · Jaesik Yoon · Youngsung Son · Sungjin Ahn -
2019 Spotlight: Sequential Neural Processes »
Gautam Singh · Jaesik Yoon · Youngsung Son · Sungjin Ahn -
2018 Poster: Bayesian Model-Agnostic Meta-Learning »
Jaesik Yoon · Taesup Kim · Ousmane Dia · Sungwoong Kim · Yoshua Bengio · Sungjin Ahn -
2018 Spotlight: Bayesian Model-Agnostic Meta-Learning »
Jaesik Yoon · Taesup Kim · Ousmane Dia · Sungwoong Kim · Yoshua Bengio · Sungjin Ahn