Contrastive Learning with Hard Negative Samples

使用难例负样本进行对比学习.

Debiased Contrastive Learning

偏差修正的对比学习.

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.