Solving Cosine Similarity Underestimation between High Frequency Words by L2 Norm Discounting

Kavli Affiliate: Yi Zhou | First 5 Authors: Saeth Wannasuphoprasit, Yi Zhou, Danushka Bollegala | Summary: Cosine similarity between two words, computed using their contextualised token embeddings obtained from masked language models (MLMs) such as BERT has shown to underestimate the actual similarity between those words (Zhou et al., 2022). This similarity underestimation problem is […]


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Super-Resolution Imaging via Angular Magnification

Kavli Affiliate: Yi Zhou | First 5 Authors: Yi Zhou, Dingpeng Liao, Kun Zhang, Zijie Ma, Shikai Wu | Summary: The far-field resolution of optical imaging systems is restricted by the Abbe diffraction limit, a direct result of the wave nature of light. One successful technological approach to circumventing this limit is to reduce the […]


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On Ultrafast X-ray Methods for Magnetism

Kavli Affiliate: Cheng Peng | First 5 Authors: Rajan Plumley, Sathya Chitturi, Cheng Peng, Tadesse Assefa, Nicholas Burdet | Summary: With the introduction of x-ray free electron laser sources around the world, new scientific approaches for visualizing matter at fundamental length and time-scales have become possible. As it relates to magnetism and “magnetic-type” systems, advanced […]


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The 3rd Anti-UAV Workshop & Challenge: Methods and Results

Kavli Affiliate: Zheng Zhu | First 5 Authors: Jian Zhao, Jianan Li, Lei Jin, Jiaming Chu, Zhihao Zhang | Summary: The 3rd Anti-UAV Workshop & Challenge aims to encourage research in developing novel and accurate methods for multi-scale object tracking. The Anti-UAV dataset used for the Anti-UAV Challenge has been publicly released. There are two […]


Continue.. The 3rd Anti-UAV Workshop & Challenge: Methods and Results

The 3rd Anti-UAV Workshop & Challenge: Methods and Results

Kavli Affiliate: Zheng Zhu | First 5 Authors: Jian Zhao, Jianan Li, Lei Jin, Jiaming Chu, Zhihao Zhang | Summary: The 3rd Anti-UAV Workshop & Challenge aims to encourage research in developing novel and accurate methods for multi-scale object tracking. The Anti-UAV dataset used for the Anti-UAV Challenge has been publicly released. There are two […]


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Multi-Prompt with Depth Partitioned Cross-Modal Learning

Kavli Affiliate: Zheng Zhu | First 5 Authors: Yiqi Wang, Xianda Guo, Zheng Zhu, Yingjie Tian | Summary: In recent years, soft prompt learning methods have been proposed to fine-tune large-scale vision-language pre-trained models for various downstream tasks. These methods typically combine learnable textual tokens with class tokens as input for models with frozen parameters. […]


Continue.. Multi-Prompt with Depth Partitioned Cross-Modal Learning

Multi-Prompt with Depth Partitioned Cross-Modal Learning

Kavli Affiliate: Zheng Zhu | First 5 Authors: Yingjie Tian, Yiqi Wang, Xianda Guo, Zheng Zhu, Long Chen | Summary: In recent years, soft prompt learning methods have been proposed to fine-tune large-scale vision-language pre-trained models for various downstream tasks. These methods typically combine learnable textual tokens with class tokens as input for models with […]


Continue.. Multi-Prompt with Depth Partitioned Cross-Modal Learning

Multi-Prompt with Depth Partitioned Cross-Modal Learning

Kavli Affiliate: Zheng Zhu | First 5 Authors: Yingjie Tian, Yiqi Wang, Xianda Guo, Zheng Zhu, Long Chen | Summary: In recent years, soft prompt learning methods have been proposed to fine-tune large-scale vision-language pre-trained models for various downstream tasks. These methods typically combine learnable textual tokens with class tokens as input for models with […]


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Aspects of higher-point functions in BCFT$_d$

Kavli Affiliate: Xinan Zhou | First 5 Authors: Junding Chen, Xinan Zhou, , , | Summary: We study three-point correlation functions of scalar operators in conformal field theories with boundaries and interfaces. We focus on two cases where there are one bulk and two boundary operators (B$partialpartial$), or two bulk and one boundary operators (BB$partial$). […]


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Two-stream instability with a growth rate insensitive to collisions in a dissipative plasma jet

Kavli Affiliate: Yi Zhou | First 5 Authors: Yi Zhou, Paul M. Bellan | Summary: The two-stream instability (Buneman instability) is traditionally derived as a collisionless instability with the presumption that collisions inhibit this instability. We show here via a combination of a collisional two-fluid model and associated experimental observations made in the Caltech plasma […]


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