Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere

通过超球面上的对齐和一致性理解对比表示学习.

利普希茨连续条件(Lipschitz Continuity Condition)

Lipschitz Continuity Condition.

使用torch.autograd.grad实现对输入求导

Differentiate the model input using torch.autograd.grad.

Data-Efficient Image Recognition with Contrastive Predictive Coding

通过对比预测编码实现数据高效的图像识别.

Representation Learning with Contrastive Predictive Coding

通过对比预测编码进行表示学习.

Colorful Image Colorization

通过彩色图像着色实现无监督特征学习.