4 papers
DISCODE: Distribution-Aware Score Decoder for Robust Automatic Evaluation of Image Captioning
Nakamasa Inoue, Kanoko Goto, Masanari Oi +4
Large vision-language models (LVLMs) have shown impressive performance across a broad range of multimodal tasks. However, robust image caption evaluation using LVLMs remains challe…
DF-Mamba: Deformable State Space Modeling for 3D Hand Pose Estimation in Interactions
Yifan Zhou, Takehiko Ohkawa, Guwenxiao Zhou +4
Modeling daily hand interactions often struggles with severe occlusions, such as when two hands overlap, which highlights the need for robust feature learning in 3D hand pose estim…
Referring Expression Comprehension for Small Objects
Kanoko Goto, Takumi Hirose, Mahiro Ukai +2
Referring expression comprehension (REC) aims to localize the target object described by a natural language expression. Recent advances in vision-language learning have led to sign…
Multi-Point Positional Insertion Tuning for Small Object Detection
Kanoko Goto, Takumi Karasawa, Takumi Hirose +2
Small object detection aims to localize and classify small objects within images. With recent advances in large-scale vision-language pretraining, finetuning pretrained object dete…