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pro vyhledávání: '"Chu, Song"'
Prompt Tuning has been a popular Parameter-Efficient Fine-Tuning method attributed to its remarkable performance with few updated parameters on various large-scale pretrained Language Models (PLMs). Traditionally, each prompt has been considered indi
Externí odkaz:
http://arxiv.org/abs/2410.12847
In recent years, Vision-Language Models (VLMs) have demonstrated significant advancements in artificial intelligence, transforming tasks across various domains. Despite their capabilities, these models are susceptible to jailbreak attacks, which can
Externí odkaz:
http://arxiv.org/abs/2410.01438
We introduce SAM4MLLM, an innovative approach which integrates the Segment Anything Model (SAM) with Multi-Modal Large Language Models (MLLMs) for pixel-aware tasks. Our method enables MLLMs to learn pixel-level location information without requiring
Externí odkaz:
http://arxiv.org/abs/2409.10542
Semi-supervised learning (SSL) has achieved remarkable performance with a small fraction of labeled data by leveraging vast amounts of unlabeled data from the Internet. However, this large pool of untrusted data is extremely vulnerable to data poison
Externí odkaz:
http://arxiv.org/abs/2407.10180
In this work, we introduce a novel method for calculating the 6DoF pose of an object using a single RGB-D image. Unlike existing methods that either directly predict objects' poses or rely on sparse keypoints for pose recovery, our approach addresses
Externí odkaz:
http://arxiv.org/abs/2405.08483
Although face anti-spoofing (FAS) methods have achieved remarkable performance on specific domains or attack types, few studies have focused on the simultaneous presence of domain changes and unknown attacks, which is closer to real application scena
Externí odkaz:
http://arxiv.org/abs/2310.11758
Autor:
Liu, Jiacheng1 (AUTHOR), Kure‐Chu, Song‐Zhu1 (AUTHOR) chusongz@nitech.ac.jp, Katsuta, Shuji1 (AUTHOR), Zhang, Mengmeng2 (AUTHOR), Fang, Shaoli2 (AUTHOR), Matsubara, Takashi1 (AUTHOR), Sakurai, Yoko1 (AUTHOR), Hihara, Takehiko1 (AUTHOR), Baughman, Ray H.2 (AUTHOR) ray.baughman@utdallas.edu, Yashiro, Hitoshi3 (AUTHOR), Pan, Long4 (AUTHOR), Zhang, Wei4 (AUTHOR), Sun, Zheng Ming4 (AUTHOR)
Publikováno v:
Small Structures. Oct2024, Vol. 5 Issue 10, p1-13. 13p.