Vision & Learning Lab

Gaussian Blending: Rethinking Alpha Blending in 3D Gaussian Splatting
Junseo Koo, Jinseo Jeong, Gunhee Kim
AAAI 2026

MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering
Seokwon Song, Minsu Park, Gunhee Kim
AAAI 2026

FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games
Jaewoo Ahn, Junseo Kim, Heeseung Yun, Jaehyeon Son, Dongmin Park, Jaewoong Cho, Gunhee Kim
EMNLP 2025

Think, Verbalize, then Speak: Bridging Complex Thoughts with Comprehensible Speech
Sanghoon Woo, Sehun Lee, Kangwook Kim, Gunhee Kim
EMNLP 2025

ChartCap: Mitigating Hallucination of Dense Chart Captioning
Junyoung Lim, Jaewoo Ahn, Gunhee Kim
ICCV 2025

FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields
Junhyeog Yun, Minui Hong, Gunhee Kim
ICCV 2025

GradNormIR: When Should We Update the Dense Retriever in Evolving Corpora?
Dayoon Ko, Jinyoung Kim, Sohyeon Kim, Jinhyuk Kim, Jaehoon Lee, Seonghak Song, Minyoung Lee, Gunhee Kim
ACL 2025 (Findings)

LPOI: Listwise Preference Optimization for Vision Language Models
Fatemeh Pesaran, Yoojin Oh, Gunhee Kim
ACL 2025

Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates
Jaewoo Ahn, Heeseung Yun, Dayoon Ko, Gunhee Kim
ACL 2025

How to Move Your Dragon: Text-To-Motion Synthesis For Large-Vocabulary Objects
Wonkwang Lee, Jongwon Jeong, Taehong Moon, Hyeonjong Kim, Jaehyeon Kim, Gunhee Kim, Byeonguk Lee
ICML 2025

ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams
Chris Dongjoo Kim, Jihwan Moon, Sangwoo Moon, Heeseung Yun, Sihaeng Lee, Aniruddha Kembhavi, Soonyoung Lee, Gunhee Kim
CVPR 2025

HalLoc: Token-level Localization of Hallucinations for Vision Language Models
Eunkyu Park, Minyeong Kim, Gunhee Kim
CVPR 2025

Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning
Jaehyeon Son, Soochan Lee, Gunhee Kim
ICLR 2025

ViSAGe: Video-to-Spatial Audio Generation
Jaeyeon Kim, Heeseung Yun, Gunhee Kim
ICLR 2025

Meta-Continual Learning of Neural Fields
Seungyoon Woo, Junhyeog Yun, Gunhee Kim
ICLR 2025

News

- Paper accepted at ACL 2025 (2025-05-15)
We have three papers accepted at ACL 2025 (link).

- Job Opening: Postdoctoral Research Fellow (2025-12-08)
The Vision & Learning Lab invites applications for a Postdoctoral Research Fellow position.

Gaussian Blending: Rethinking Alpha Blending in 3D Gaussian Splatting Junseo Koo, Jinseo Jeong, Gunhee Kim AAAI 2026

MAVIS: A Benchmark for Multimodal Source Attribution in Long-form Visual Question Answering Seokwon Song, Minsu Park, Gunhee Kim AAAI 2026

FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games Jaewoo Ahn, Junseo Kim, Heeseung Yun, Jaehyeon Son, Dongmin Park, Jaewoong Cho, Gunhee Kim EMNLP 2025

Think, Verbalize, then Speak: Bridging Complex Thoughts with Comprehensible Speech Sanghoon Woo*, Sehun Lee*, Kangwook Kim, Gunhee Kim EMNLP 2025

ChartCap: Mitigating Hallucination of Dense Chart Captioning Junyoung Lim, Jaewoo Ahn, Gunhee Kim ICCV 2025

FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields Junhyeog Yun, Minui Hong, Gunhee Kim ICCV 2025

GradNormIR: When Should We Update the Dense Retriever in Evolving Corpora? Dayoon Ko, Jinyoung Kim, Sohyeon Kim, Jinhyuk Kim, Jaehoon Lee, Seonghak Song, Minyoung Lee, Gunhee Kim ACL 2025 (Findings)

LPOI: Listwise Preference Optimization for Vision Language Models Fatemeh Pesaran, Yoojin Oh, Gunhee Kim ACL 2025

Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates Jaewoo Ahn, Heeseung Yun, Dayoon Ko, Gunhee Kim ACL 2025

How to Move Your Dragon: Text-To-Motion Synthesis For Large-Vocabulary Objects Wonkwang Lee, Jongwon Jeong, Taehong Moon, Hyeonjong Kim, Jaehyeon Kim, Gunhee Kim, Byeonguk Lee ICML 2025

ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams Chris Dongjoo Kim*, Jihwan Moon*, Sangwoo Moon, Heeseung Yun, Sihaeng Lee, Aniruddha Kembhavi, Soonyoung Lee, Gunhee Kim CVPR 2025

HalLoc: Token-level Localization of Hallucinations for Vision Language Models Eunkyu Park*, Minyeong Kim*, Gunhee Kim CVPR 2025

Distilling Reinforcement Learning Algorithms for In-Context Model-Based Planning Jaehyeon Son, Soochan Lee, Gunhee Kim ICLR 2025

ViSAGe: Video-to-Spatial Audio Generation Jaeyeon Kim, Heeseung Yun, Gunhee Kim ICLR 2025

Meta-Continual Learning of Neural Fields Seungyoon Woo, Junhyeog Yun, Gunhee Kim ICLR 2025