这篇文章引进了 zero-shot dialog generation 为了使 GEDM 使用最少的对话数据去适应看不见的情况。训练数据包括源领域的对话数据和源领域以及目标领域的领域描述,测试时,ZSDG 模型在目标领域进行评估,我们处理 ZSDG 首先是去发现一个对话策略网络,这可以在源领域和目标领域共享。这个 policy 的输出是 latent actions。
本文介绍本组在零样本三维内容生成方面的工作:"MicroDreamer: Zero-shot 3D Generation in ~20 Seconds by Score-based Iterative Reconstruction" 论文作者:陈路晰*、王征翊*、周子晗、高婷婷、苏航、朱军、李崇轩 论文地址:http://arxiv.org/abs/2404.19525 代码链接:https://github.com/ML-GSAI/MicroDreamer ...
Zero-shot text-image generation其实就是给文本生图像的任务,文章中使用的都是FID与IS等图像生成的评估指标。 图像生成评估指标 IS(Inception Score)是什么? FromChatGPT(提示词:图像生成评估指标 Inception Score是什么?) Inception Score(简称IS)是一个用于评估生成对抗网络(GANs)生成图像质量的客观指标。它由Tim ...
Existing methods often require fine-tuning or only support using single object as the constraint, leaving the zero-shot image generation from multi-object multi-modal prompts as an unresolved challenge. In this paper, we propose MultiGen, a novel method designed to address this problem. Given an...
generation:基于instruction-tuning的FLAN本质就是一个语言模型,输出部分即为free-text,因此对于纯生成式任务无需修改; classification:先前工作通过添加template企图让模型生成出预设的几个label word,但是作者认为并不合理,因此在此基础上,添加了一个option;
The field of text-to-image generation has witnessed substantial advancements in the preceding years, allowing the generation of high-quality images based solely on text prompts. However, accurately describing objects through text alone is challenging, necessitating the integration of additional modalities ...
[CV] InstantID: Zero-shot Identity-Preserving Generation in Seconds http://t.cn/A6jbbjD6 介绍了一种名为InstantID的图像个性化生成方法,通过设计一种新的人脸编码器,结合人脸图像、关键点图像和文本...
27 p. HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation 18 p. Dynamic magnetic response in ABA type trilayered systems and compensation phenomenon 12 p. A Large-Scale Study on Video Action Dataset Condensation 关于...
Language Models Can See: Plugging Visual Controls in Text Generation text-generationimage-captioningunsupervised-learningclipzero-shotstory-generationmultimodalgpt-2plug-and-play-language-models UpdatedJun 1, 2022 Python Load more… Add a description, image, and links to thezero-shottopic page so that...
图像生成 (image generation) 目标检测 (object detection) 自然语言处理 (natural language processing) 另外单样本学习 (one-shot learning) 经常会和零样本学习混在一起。单样本学习是小样本学习问题的一个特例,它的目的是从一个训练样本或图片中学习到有关物体类别的信息。单样本学习的一个例子是,智能手机中使用...