3 papers
cs.CV2026
Learning to Orchestrate Vision Foundation Models for Multi-Task Dense Prediction
Donghyun Han, Yuseok Bae, Jung Uk Kim +1
Vision foundation models (VFMs) exhibit complementary strengths shaped by their pretraining objectives. Yet prevailing methods for multi-task dense prediction still train an entire…
cs.CV2025
Leveraging Textual Compositional Reasoning for Robust Change Captioning
Kyu Ri Park, Jiyoung Park, Seong Tae Kim +2
Change captioning aims to describe changes between a pair of images. However, existing works rely on visual features alone, which often fail to capture subtle but meaningful change…
cs.CV2024
Learning Trimodal Relation for Audio-Visual Question Answering with Missing Modality
Kyu Ri Park, Hong Joo Lee, Jung Uk Kim
Recent Audio-Visual Question Answering (AVQA) methods rely on complete visual and audio input to answer questions accurately. However, in real-world scenarios, issues such as devic…