Work Experience
    Publications
Pre-emptive Action Revision by Environmental Feedback for Embodied Instruction Following Agents
Jinyeon Kim *,
Cheolhong Min *,
Byeonghwi Kim ,
Jonghyun Choi
CoRL 2024 (to appear)
[pdf ]
[bibtex ]
[code ]
ReALFRED: An Embodied Instruction Following Benchmark in Photo-Realistic Environments
Taewoong Kim *,
Cheolhong Min *,
Byeonghwi Kim ,
Jinyeon Kim ,
Wonje Jeung ,
Jonghyun Choi
ECCV 2024
[pdf ]
[bibtex ]
[code ]
Online Continual Learning for Interactive Instruction Following Agents
Byeonghwi Kim *,
Minhyuk Seo *,
Jonghyun Choi
ICLR 2024
[pdf ]
[bibtex ]
[code ]
Context-Aware Planning and Environment-Aware Memory for Instruction Following
Embodied Agents
Byeonghwi Kim ,
Jinyeon Kim ,
Yuyeong Kim ,
Cheolhong Mim ,
Jonghyun Choi
ICCV 2023
1st Place in Generalist Language Grounding Agents Challenge (CVPRW'23)
[pdf ]
[bibtex ]
[code ]
Multi-Level Compositional Reasoning for
Interactive Instruction Following
Suvaansh Bhambri *,
Byeonghwi Kim *,
Jonghyun Choi
AAAI 2023 (Oral)
[pdf ]
[bibtex ]
[code ]
Factorizing Perception and Policy for
Interactive Instruction Following
(Prev: MOCA: A Modular Object-Centric Approach for Interactive Instruction Following)
Kunal Pratap Singh *,
Suvaansh Bhambri *,
Byeonghwi Kim *,
Roozbeh Mottaghi ,
Jonghyun Choi
ICCV 2021
2nd Place in ALFRED Challenge (ECCVW'20)
[pdf ]
[bibtex ]
[code ]
Agent with the Big Picture: Perceiving Surroundings for
Interactive Instruction Following
Byeonghwi Kim ,
Suvaansh Bhambri ,
Kunal Pratap Singh ,
Roozbeh Mottaghi ,
Jonghyun Choi
Embodied AI Workshop @ CVPR 2021
2nd Place in ALFRED Challenge (CVPRW'21)
[pdf ]
[bibtex ]
[code ]
Automated White Blood Cell Counting in Nailfold Capillary
Using Deep Learning Segmentation and Video Stabilization
Byeonghwi Kim *,
Yuli-Sun Hariyani *,
Young-Ho Cho,
Cheolsoo Park
Sensors 2020
[pdf ]
[bibtex ]
    Academic Services
Reviewer
- CVPR(2023-2024), ECCV(2024), ICLR(2024-2025), ICML(2024), NeurIPS(2023-2024), AISTATS(2025), AAAI(2024-2025), WACV(2023-2025), ICRA(2022), RO-MAN(2024)