Review for NeurIPS paper: Joint Contrastive Learning with Infinite Possibilities
–Neural Information Processing Systems
Additional Feedback: I think it is too strong to claim that "we also theoretically unveil the certain important mechanisms that govern the behavior of JCL." The main theoretical tool in the proposed method is an application of Jensen's inequality. There is also a section (3.3) that discusses some very basic properties of the the objective. To claim any of this as a significant "theoretical contribution" is too strong in my view. To me, the most interesting aspect of Fig2 is part (b).
Neural Information Processing Systems
Jan-26-2025, 16:32:40 GMT
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