44 citations · 44 across the 2 of their papers we have counts for
3 papers
Think, Compress, Answer: Reinforcement Learning for Multimodal Grounding via Reasoning Compression
Jinbae Seo, Hyeongjun Kwon, Jiyoung Lee +4
Extended reasoning has substantially improved multimodal large language models (MLLMs) on tasks requiring compositional and relational inference. However, multimodal grounding impo…
First Attentions Last: Better Exploiting First Attentions for Efficient Transformer Training
Gyudong Kim, Hyukju Na, Jin Hyeon Kim +6
As training billion-scale transformers becomes increasingly common, employing multiple distributed GPUs along with parallel training methods has become a standard practice. However…
Visual Multi-Object Tracking with Re-Identification and Occlusion Handling using Labeled Random Finite Sets
Linh Van Ma, Tran Thien Dat Nguyen, Changbeom Shim +3
This paper proposes an online visual multi-object tracking (MOT) algorithm that resolves object appearance-reappearance and occlusion. Our solution is based on the labeled random f…