Domain adaptation: Incorporating domain-specific knowledge into the model via prompts can help boost LLMs’ performance when the user query is complex. TaskWeaver provides two options to make customizations with the user’s domain knowledge: Customization with plugins: Users can...
Domain Adaptation for Visual Applications: A Comprehensive Survey [2017] Journal Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving [IEEE Access 2023] A Review of Single-Source Deep Unsupervised Visual Domain Adaptation [TNNLS 2020] Deep Visual Do...
Vision transformer for domain adaptation 用视觉transformer进行DA CIKM-21AdaRNN: Adaptive Learning and Forecasting of Time SeriesCode知乎文章Video A new perspective to using transfer learning for time series analysis 一种新的建模时间序列的迁移学习视角 ...
There are methods that do not use an explicit propositionalisation step, but nevertheless amount to re-formulating the input feature-representation. In the area of “domain-adaptation”34, “source” problems act as a proxy for domain-knowledge for a related “target” problem (Superficially, this...
With the rapid advancements in spatial transcriptome sequencing, multiple tissue slices are now available, enabling the integration and interpretation of spatial cellular landscapes. Herein, we introduce SpaDo, a tool for multi-slice spatial domain analysis, including modules for multi-slice spatial domai...
(FDs) were greater than 0.2 or the derivative of the root-mean-squared variance was greater than 0.75%, following previous recommendations68,69,70. Moreover, the volume prior to, and the two following the censored one, were also marked as censored. The entire time series was then split ...
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A method for transmitting an analog data stream in the case of an optimized adaptation of the time domain equaliserThe invention relates to a method for transmitting an analogue data stream (101), comprising a regeneration process for reducing transient reactions. According to said method, an ...
GFK: B. Gong, Y. Shi, F. Sha, and K. Grauman, "Geodesic flow kernel for unsupervised domain adaptation," in CVPR, 2012 SSA: P. Von Bunau, et al, "Finding stationary subspaces in multivariate time series," Physical review letters, 2009 ...
A phase-sensitive optical time domain reflectometer based on coherent heterodyne detection of geometric phase in the beat signal of light, is reported for the first time to our knowledge. The use of the geometric phase to extract strain makes it immune t