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College of Engineering(공과대학)Kim Jaechul Graduate School of AI(김재철AI대학원)

AI-Conference Papers(학술대회논문)

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Collection's Items (Sorted by Submit Date in Descending order): 41 to 60 of 605

41
PEBBLE: Feedback-Efficient Interactive Reinforcement Learning via Relabeling Experience and Unsupervised Pre-training

Lee, Kimin; Laura Smith; Pieter Abbeel, 38th International Conference on Machine Learning, ICML 2021, International Machine Learning Society (IMLS), 2021-07

42
Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment

Carvalho, Wilka; Anthony Liang; Lee, Kimin; Sungryull Sohn; Honglak Lee; Richard L. Lewis; Satinder Singh, 30th International Joint Conference on Artificial Intelligence (IJCAI-21), International Joint Conference on Artificial Intelligence Organization, 2021-08

43
Decision Transformer: Reinforcement Learning via Sequence Modeling

Chen, Lili; Kevin Lu; Aravind Rajeswaran; Lee, Kimin; Aditya Grover; Misha Laskin; Pieter Abbeel; et al, 35th Conference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems Foundation, 2021-12

44
Reinforcement Learning with Augmented Data

Laskin, Misha; Lee, Kimin; Adam Stooke; Lerrel Pinto; Pieter Abbeel; Aravind Srinivas, 34th Conference on Neural Information Processing Systems (NeurIPS), Neural Information Processing Systems Foundation, 2020-12-09

45
MAP inference for Bayesian inverse reinforcement learning

Choi, Jae-Deug; Kim, Kee-Eung, 25th Annual Conference on Neural Information Processing Systems 2011, NIPS 2011, Neural Information Processing Systems Foundation, 2011-12

46
A POMDP-Based Optimal Control of P300-Based Brain-Computer Interfaces

Park, Jaeyoung; Kim, Kee-Eung; Song, Yoon-Kyu, 25th AAAI Conference on Artificial Intelligence, AAAI 2011, pp.1559 - 1562, Association for the Advancement of Artificial Intelligence (AAAI), 2011-08

47
SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning

Park, Jongjin; Seo, Younggyo; Shin, Jinwoo; Lee, Honglak; Abbeel, Pieter; Lee, Kimin, 10th International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations, 2022-04-26

48
Reward Uncertainty for Exploration in Preference-based Reinforcement Learning

Liang, Xinran; Shu, Katherine; Lee, Kimin; Abbeel, Pieter, 10th International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations, 2022-04-27

49
Towards More Generalizable One-shot Visual Imitation Learning

Mandi, Zhao; Liu, Fangchen; Lee, Kimin; Abbeel, Pieter, 39th IEEE International Conference on Robotics and Automation, ICRA 2022, pp.2434 - 2444, Institute of Electrical and Electronics Engineers Inc., 2022-05

50
Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel

Kim, Sung-Yub; Park, Sihwan; Yang, Eunho, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05-01

51
Diffusion-based Image Translation using disentangled style and content representation

Kwon, Gihyun; Ye, Jong Chul, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05

52
Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation

Kim, Boah; Oh, Yujin; Ye, Jong Chul, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05

53
Diffusion Posterior Sampling for General Noisy Inverse Problems

Chung, Hyungjin; Kim, Jeongsol; Mccann, Michael T; Klasky, Marc L; Ye, Jong Chul, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05

54
Self-Supervised Set Representation Learning for Unsupervised Meta-Learning

Lee, Dong Bok; Lee, Seanie; Kawaguchi, Kenji; Kim, Yunji; Bang, Jihwan; Ha, Jung-Woo; Hwang, Sung Ju, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05-01

55
Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance

Kim, Yoonjeon; Kim, Hyunsu; Kim, Junho; Choi, Yunjey; Yang, Eunho, The Eleventh International Conference on Learning Representations, ICLR 2023, The International Conference on Learning Representations, 2023-05-03

56
Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models

Chung, Hyungjin; Ryu, Dohoon; Mccann, Michael T; Klasky, Marc L; Ye, Jong Chul, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, IEEE Computer Society, 2023-06

57
Parallel Diffusion Models of Operator and Image for Blind Inverse Problems

Chung, Hyungjin; Kim, Jeongsol; Kim, Sehui; Ye, Jong Chul, IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, pp.6059 - 6069, IEEE Computer Society, 2023-06

58
PC-Adapter: Topology-Aware Adapter for Efficient Domain Adaption on Point Clouds with Rectified Pseudo-label

Park, Joonhyung; Seo, Hyunjin; Yang, Eunho, International Conference on Computer Vision, ICCV 2023, IEEE Computer Society, 2023-10-05

59
Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations

Kim, Minseon; Ha, Hyeonjeong; Hwang, Sung Ju, 37th Conference on Neural Information Processing Systems, NeurIPS 2023, Thirty-seventh Conference on Neural Information Processing Systems, 2023-12-12

60
HARP: Autoregressive Latent Video Prediction with High-Fidelity Image Generator

Seo, Younggyo; Lee, Kimin; Liu, Fangchen; James, Stephen; Abbeel, Pieter, 29th IEEE International Conference on Image Processing, ICIP 2022, pp.3943 - 3947, IEEE International Conference on Image Processing, 2022-10

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