It comes with your choice of the Basic Pen or the Premium Pen, which you use to write on the screen like you would on paper. They also attach magnetically to your Kindle and never need to be charged. The Premium Pen includes a dedicated eraser and a customizable short...
by The FewShot Prompting Publication December 21st, 2024 Too Long; Didn't ReadWe compared the zero-shot TTS performance of HierSpeech++ with other baselines: YourTTS, VITS-based end-to-end TTS model and many more. ‘big colorful planets aligned in outerspace’ Image created by Hac...
to extract useful information from multi-sentence prompts. We further leverage the probabilities derived from multiple P-LLM outputs to produce transferable and controllable prosody. Experimental results demonstrate that Mega-TTS 2 could not only synthesize identity-preserving speech with a short prompt of...
But CLIP falls short on anomaly classification and segmentation tasks. Hence, we propose window-based CLIP (WinCLIP) with (1) a compositional ensemble on state words and prompt templates and (2) efficient extraction and aggre- gation of window/patch/image-level feature...
传统的对抗训练方法会损害到zero-short的能力。对抗训练对CLIP不奏效原因在于会损害到它的泛化能力。 LVM通常会作为基础模型使用,因此zero-shot的对抗鲁棒性很重要。设计了TeCoA loss。该方法最好能够提升平均31%的对抗鲁棒性能力在不同的数据集上。同样对于没有标签的数据能够起到很好的作用。这篇文章还提出了一个新...
To effectively take humans out of the loop and completely automate the prompt generation process for zero-shot recognition, we propose M eta- P rompting for V isual R ecognition (MPVR). Taking as input only minimal information about the target task, in the form of its short natural ...
For questions about tumor long and short diameters, tumor lobulation, pleural invasion or indentation, and mediastinal lymph node status, ChatGPT achieved competitive performances in comparison with the MTQA model even without any model training or prompting few-shot examples, which is quite ...
In short, with its promise of zero-shot and one-shot learning, SAM has the potential to transform current practices by significantly reducing the time and resources needed for training and annotating data, thereby enabling a quicker, more efficient approach. 2. Remote sensing image segmentation: ...
This dataset includes a total of 30,000 short texts and 1,747,988 long documents. This dataset is compiled by DBLP [10] using the bibliography database. The titles of computer science literature represent brief texts, whereas the abstracts of all published papers are collected to form the ...
However, with t = N, trajectory intersections pose challenges, as rapid dancer crossings lead to IDSws as well as fast changes in appearances due to short distances between the dancers and the camera. This indicates a need for improvement in managing synchronized movements and abrupt trajectory ...