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pro vyhledávání: '"Pang BY"'
Visual anomaly detection targets to detect images that notably differ from normal pattern, and it has found extensive application in identifying defective parts within the manufacturing industry. These anomaly detection paradigms predominantly focus
Externí odkaz:
http://arxiv.org/abs/2411.09558
Graph Neural Networks (GNNs) have advanced relational data analysis but lack invariance learning techniques common in image classification. In node classification with GNNs, it is actually the ego-graph of the center node that is classified. This res
Externí odkaz:
http://arxiv.org/abs/2411.08758
Autor:
Ren, Shu-Liang, Pang, Simin, Guan, Shan, Sun, Yu-Jia, Zhang, Tian-Yu, Jiang, Nai, Guo, Jiaqi, Zheng, Hou-Zhi, Luo, Jun-Wei, Tan, Ping-Heng, Shen, Chao, Zhang, Jun
Broken symmetry plays a pivotal role in determining the macroscopic electrical, optical, magnetic, and topological properties of materials. Circular dichroism (CD) has been widely employed to probe broken symmetry in various systems, from small molec
Externí odkaz:
http://arxiv.org/abs/2411.08667
In comparative studies of progressive diseases, such as randomized controlled trials (RCTs), the mean Change From Baseline (CFB) of a continuous outcome at a pre-specified follow-up time across subjects in the target population is a standard estimand
Externí odkaz:
http://arxiv.org/abs/2411.08984
In optimal control problem, policy iteration (PI) is a powerful reinforcement learning (RL) tool used for designing optimal controller for the linear systems. However, the need for an initial stabilizing control policy significantly limits its applic
Externí odkaz:
http://arxiv.org/abs/2411.07825
Vision Language Models (VLMs), pre-trained on large-scale image-text datasets, enable zero-shot predictions for unseen data but may underperform on specific unseen tasks. Continual learning (CL) can help VLMs effectively adapt to new data distributio
Externí odkaz:
http://arxiv.org/abs/2411.06764
In this paper we study the partition function of the mass deformed ABJM theory on a squashed three sphere. In particular, we focus on the case with the Chern-Simons levels being $\pm 1$ and apply a duality between this theory and the $\mathcal{N}=4$
Externí odkaz:
http://arxiv.org/abs/2411.07334
Autor:
Shirai, Yuki, Zhao, Tong, Suh, H. J. Terry, Zhu, Huaijiang, Ni, Xinpei, Wang, Jiuguang, Simchowitz, Max, Pang, Tao
Designing planners and controllers for contact-rich manipulation is extremely challenging as contact violates the smoothness conditions that many gradient-based controller synthesis tools assume. Contact smoothing approximates a non-smooth system wit
Externí odkaz:
http://arxiv.org/abs/2411.06542
Autor:
Zhang, Zhilong, Chen, Ruifeng, Ye, Junyin, Sun, Yihao, Wang, Pengyuan, Pang, Jingcheng, Li, Kaiyuan, Liu, Tianshuo, Lin, Haoxin, Yu, Yang, Zhou, Zhi-Hua
World models play a crucial role in decision-making within embodied environments, enabling cost-free explorations that would otherwise be expensive in the real world. To facilitate effective decision-making, world models must be equipped with strong
Externí odkaz:
http://arxiv.org/abs/2411.05619
Recent research suggests that the failures of Vision-Language Models (VLMs) at visual reasoning often stem from erroneous agreements -- when semantically distinct images are ambiguously encoded by the CLIP image encoder into embeddings with high cosi
Externí odkaz:
http://arxiv.org/abs/2411.05195