[2312.16245] iKUN: Speak to Trackers without Retraining
Dec 25, 2023 · In this work, we propose an insertable Knowledge Unification Network, termed iKUN, to enable communication with off-the-shelf trackers in a plug-and-play manner.
iKUN: Speak to Trackers without Retraining - GitHub
In this work, we propose an insertable Knowledge Unification Network, termed iKUN, to enable communication with off-the-shelf trackers in a plug-and-play manner.
iKUN: Speak to Trackers Without Retraining | IEEE Conference ...
Referring multi-object tracking (RMOT) aims to track multiple objects based on input textual descriptions. Previous works realize it by simply integrating an extra textual module into the multi-object tracker. However, they typically need to retrain the entire framework and have difficulties in optimization. In this work, we propose an insertable Knowledge Unification Network, …
iKUN: Speak to Trackers without Retraining - arXiv.org
In this work, we present a “tracking-to-referring” framework with an insertable module iKUN, which first tracks all candidates, and then recognizes the queried objects based on language descriptions.
CVPR 2024 Open Access Repository
In this work we propose an insertable Knowledge Unification Network termed iKUN to enable communication with off-the-shelf trackers in a plug-and-play manner. Concretely a knowledge unification module (KUM) is designed to adaptively extract …
iKUN: Speak to Trackers without Retraining - CVF Open Access
In this work, we present a “tracking-to-referring” framework with an insertable module iKUN, which first tracks all candidates, and then recognizes the queried ob-jects based on language descriptions.
iKUN：无需重新训练！可与多目标跟踪器说话 - 知乎
Dec 29, 2023 · iKUN来了！ 一种可插入的知识统一网络，可以即插即用的方式与现成的目标跟踪器进行通信，可很好地实现Referring多目标跟踪，并贡献了一个更具挑战性的数据集Refer-Dance！
Supplementary Materials of “iKUN: Speak to Trackers without Retraining” Yunhao Du1, Cheng Lei1, Zhicheng Zhao1;2;3*, Fei Su1;2;3 1The school of Artificial Intelligence, Beijing University of Posts and Telecommunications 2Beijing Key Laboratory of Network System and Network Culture, China 3Key Laboratory of Interactive Technology and Experience System Ministry of …
IKUN for WMT24 General MT Task: LLMs Are Here for Multilingual …
3 days ago · This paper introduces two multilingual systems, IKUN and IKUN-C, developed for the general machine translation task in WMT24. IKUN and IKUN-C represent an open system and a constrained system, respectively, built on Llama-3-8b and Mistral-7B-v0.3.
iKUN: Speak to Trackers without Retraining | Papers With Code
In this work, we propose an insertable Knowledge Unification Network, termed iKUN, to enable communication with off-the-shelf trackers in a plug-and-play manner.