CRISP: Clustering Multi-Vector Representations for Denoising and Pruning — mentioned by adsharma

Tue, 20 May 2025 16:22:30 GMT

Isn't Deep Learning more like Graph Theory? I shared yesterday that Google published a paper called CRISP (https://arxiv.org/pdf/2505.11471) that carefully avoids any reference to the word "Graph". So then the question becomes what's the difference between Graph Theory and Applied Topology? Graphs operate on discrete structures and topology is about a continuous space. Otherwise they're very closely related. But the higher order bit is that AI/ML and Deep Learning in particular could do a better job of learning from and acknowledging prior art from related fields. Reusing older terminology…

Paper and discussion history. A mention is not an endorsement.

CRISP: Clustering Multi-Vector Representations for Denoising and Pruning · HackerPapers discussions

CRISP: Clustering Multi-Vector Representations for Denoising and Pruning — mentioned by adsharma