Zobrazeno 1 - 10
of 59 881
pro vyhledávání: '"LI, YONG"'
Publikováno v:
AAAI 2025
The primary challenge of cross-domain few-shot segmentation (CD-FSS) is the domain disparity between the training and inference phases, which can exist in either the input data or the target classes. Previous models struggle to learn feature represen
Externí odkaz:
http://arxiv.org/abs/2501.00303
Autor:
Liu, Xiaoyang, Wen, Boran, Liu, Xinpeng, Zhou, Zizheng, Fan, Hongwei, Lu, Cewu, Ma, Lizhuang, Chen, Yulong, Li, Yong-Lu
Spatio-temporal Human-Object Interaction (ST-HOI) understanding aims at detecting HOIs from videos, which is crucial for activity understanding. However, existing whole-body-object interaction video benchmarks overlook the truth that open-world objec
Externí odkaz:
http://arxiv.org/abs/2412.19542
Collaborative recommendation fundamentally involves learning high-quality user and item representations from interaction data. Recently, graph convolution networks (GCNs) have advanced the field by utilizing high-order connectivity patterns in intera
Externí odkaz:
http://arxiv.org/abs/2412.18731
Autor:
Yuan, Xiulong, Yan, Xu, Shen, Wenting, Qiu, Xiafei, Wang, Ang, Zhang, Jie, Li, Yong, Lin, Wei
Publikováno v:
[1]"NeurIPS BladeDISC++: Memory Optimizations Based On Symbolic Shape" Neurips.cc, 2024. https://neurips.cc/virtual/2024/103601 (accessed Dec. 22, 2024)
Recent deep learning workloads exhibit dynamic characteristics, leading to the rising adoption of dynamic shape compilers. These compilers can generate efficient kernels for dynamic shape graphs characterized by a fixed graph topology and uncertain t
Externí odkaz:
http://arxiv.org/abs/2412.16985
Autor:
Zhong, Yunshan, Zhou, Yuyao, Zhang, Yuxin, Li, Shen, Li, Yong, Chao, Fei, Zeng, Zhanpeng, Ji, Rongrong
Data-free quantization (DFQ), which facilitates model quantization without real data to address increasing concerns about data security, has garnered significant attention within the model compression community. Recently, the unique architecture of v
Externí odkaz:
http://arxiv.org/abs/2412.16553
Through certain appropriate constructions, we establish periodic solutions in distribution for some stochastic differential equations with infinite-dimensional Levy noise. Additionally, we obtain the corresponding periodic measures and periodic trans
Externí odkaz:
http://arxiv.org/abs/2412.16437
Predicting human mobility is crucial for urban planning, traffic control, and emergency response. Mobility behaviors can be categorized into individual and collective, and these behaviors are recorded by diverse mobility data, such as individual traj
Externí odkaz:
http://arxiv.org/abs/2412.15294
Intelligent robots need to interact with diverse objects across various environments. The appearance and state of objects frequently undergo complex transformations depending on the object properties, e.g., phase transitions. However, in the vision c
Externí odkaz:
http://arxiv.org/abs/2412.13803
Editing videos with textual guidance has garnered popularity due to its streamlined process which mandates users to solely edit the text prompt corresponding to the source video. Recent studies have explored and exploited large-scale text-to-image di
Externí odkaz:
http://arxiv.org/abs/2412.11710