3. Self-Conditioned GAN [6] Motivation Method Reference 1.基础知识 生成对抗网络 (Generative Adversarial Net (GAN)) [1] 通常由一个生成网络(generator) G 和一个判别网络(discriminator) D 组成。生成网络 G 从潜在空间(latent space)进行随机采样作为输入,输出结果需要尽可能接近训练数据集的样本 X;判别网...
RCG: Self-conditioned Image Generation via Generating Representations TL; DR:将图像的无监督表征作为(自)条件(而非是将文本 prompt 作为条件),生成与原图语义内容一致的多样且高质量结果。视觉训练能不能 / 需不需要摆脱文本,仍有待研究。 引言 就像图像自监督表征学习(对比学习 / 图像掩码建模)成功赶超了有监...
self-supervised learning (SSL) 缩小了和监督学习的性能差,受此启发,本文提出 self-conditioned image generation,不同于传统的无条件生成,不是直接从噪声到图片,而是多了个中间的表征。 作者认为自条件图片生成有如下重要作用: 比无条件图片生成更符合直觉,反映了艺术家在作画之前的构思过程 类似超越了监督学习的无...
1D Self-Conditioned [A(v),B(v),C(v),D(v)] | 2D Self-Conditioned [A(v),B(v),C(v),D(v)] | 3D Self-Conditioned [A(v),B(v),C(v),D(v)] | Saturation | Nonlinear Second-Order Actuator | Linear Second-Order ActuatorWhy...
self-conditioned power plant 自动调节动力装置相关短语 compressor arm (打捆装置) 压紧杆 sway bar (悬挂装置的) 锁定斜杆 tractor link(悬挂装置的) 拖拉机拉杆 thermal pipe (防冰装置的导管) 热导管 eyelid (半圆形调节片的) 可调节喷口 top line recker (悬挂装置的) 上抬杆铰接环 circulating ball ge...
美 英 un.自动调节动力装置 英汉 un. 1. 自动调节动力装置
S.B. Pope, Self-conditioned fields for large-eddy simulations of turbulent flows, J. Fluid Mech. 652 (2010), pp. 139-169.Pope, S.B.: Self-conditioned fields for large-eddy simulations of turbulent flows. J. Fluid Mech. 652, 139-169 (2010)...
Random Flow Generation Technique for Large Eddy Simulations and Particle-Dynamics Modeling A random flow generation (RFG) technique is presented, which can be used for initial/ inlet boundary generation in LES (Large-Eddy-Simulations) or particle... A Smirnov,S Shi,I Celik - 《Journal of ...
By fine-tuning the generator on a re-sampled distribution drawn from these self-labeled data, we force the generator to better contend with rare semantic attributes and enable more realistic generation of these properties. We compare our models to a wide range of latent editing methods, and ...
Implementation of FlowSite and HarmonicFlow from the paper "Harmonic Self-Conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design" - HannesStark/FlowSite