Review for NeurIPS paper: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
–Neural Information Processing Systems
Weaknesses: The paper has many weak points unfortunately. They are presented below as separate categories. Intro/Motivation: The paper focuses too much on "not using momentum encoder", "not using memory bank". All these are largely irrelevant points. Firstly, until one shows one gets no benefit from momentum encoder, it is best not to claim that "not having momentum" is a contribution / a positive aspect of the model.
Neural Information Processing Systems
Jan-25-2025, 15:59:06 GMT
- Technology: