2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Diagnosing Neural Convergence with Topological Alignment Spectra
Tiago F. Tavares, Fabio Ayres, Paris Smaragdis
Representational similarity in neural networks is inherently scale-dependent, yet widely used metrics such as Centered Kernel Alignment (CKA) and Procrustes analysis provide only g…
cs.SD2024★ 2 cited
On Class Separability Pitfalls In Audio-Text Contrastive Zero-Shot Learning
Tiago Tavares, Fabio Ayres, Zhepei Wang +1
Recent advances in audio-text cross-modal contrastive learning have shown its potential towards zero-shot learning. One possibility for this is by projecting item embeddings from p…