no code implementations • 21 Apr 2024 • Suyeon Shin, Sujin jeon, Junghyun Kim, Gi-Cheon Kang, Byoung-Tak Zhang
Embodied Instruction Following (EIF) is the task of executing natural language instructions by navigating and interacting with objects in 3D environments.
1 code implementation • 19 Oct 2023 • Junghyun Kim, Gi-Cheon Kang, Jaein Kim, Seoyun Yang, Minjoon Jung, Byoung-Tak Zhang
Based on the acquired information, PGA pseudo-labels objects in the Reminiscence by our proposed label propagation algorithm.
1 code implementation • 14 Sep 2023 • Gi-Cheon Kang, Junghyun Kim, Jaein Kim, Byoung-Tak Zhang
The robot should then identify the target object by interacting with a human user.
1 code implementation • 12 Jul 2023 • Junghyun Kim, Gi-Cheon Kang, Jaein Kim, Suyeon Shin, Byoung-Tak Zhang
Furthermore, the qualitative analysis shows that the unadapted VG model often fails to find correct objects due to a strong bias learned from the pre-training data.
no code implementations • 19 Jul 2021 • Gautam Singh, Skand Peri, Junghyun Kim, Hyunseok Kim, Sungjin Ahn
In this paper, we propose Structured World Belief, a model for learning and inference of object-centric belief states.