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Showing results 1 to 9 of 9

1
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning

Yoon, Jaesik; Wu, Yi-Fu; Bae, Heechul; Ahn, Sungjin, The Fortieth International Conference on Machine Learning, ICML2023, pp.40147 - 40174, The International Conference on Machine Learning, 2023-07-27

2
DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations

Deng, Fei; Ahn, Sungjin; Jang, Ingook, Thirty-ninth International Conference on Machine Learning, ICML 2022, The International Conference on Machine Learning (ICML), 2022-07-17

3
Facing Off World Model Backbones: RNNs, Transformers, and S4

Deng, Fei; Park, Junyeong; Ahn, Sungjin, The Thirty-seventh Conference on Neural Information Processing Systems, NeurIPS 2023, The Conference on Neural Information Processing Systems, 2023-12-12

4
Illiterate DALL-E Learns to Compose

Singh, Gautam; Ahn, Sungjin; Deng, Fei, The Tenth International Conference on Learning Representations, ICLR2022, The International Conference on Learning Representations (ICLR), 2022-04-25

5
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models

Kim, Yeongbin; Singh, Gautam; Park, Junyeong; Gulcehre, Caglar; Ahn, Sungjin, The Thirty-seventh Conference on Neural Information Processing Systems, NeurIPS 2023, The Conference on Neural Information Processing Systems, 2023-12-14

6
Neural Systematic Binder

Singh, Gautam; Ahn, Sungjin; Kim, Yeongbin, The Eleventh International Conference on Learning Representations, ICLR2023, The International Conference on Learning Representations (ICLR), 2023-05-01

7
Object-Centric Slot Diffusion

Jiang, Jindong; Deng, Fei; Singh, Gautam; Ahn, Sungjin, The Thirty-seventh Conference on Neural Information Processing Systems, NeurIPS 2023, The Conference on Neural Information Processing Systems, 2023-12-14

8
Proactive Context-Aware Sensor Networks

Ahn, Sungjin; Kim, Daeyoung, Wireless Sensor Networks, Vol.3868, pp.38-53, 2006

9
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos

Singh, Gautam; Ahn, Sungjin; Wu, Yi-Fu, 36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022), The Conference and Workshop on Neural Information Processing Systems (NeurIPS), 2022-11-28

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