Vignesh Kothapalli

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Connectionist Models

Neural Computation

Top Venues

J. Electronic Imaging

Trans. Mach. Learn. Res.

Publications

Vignesh Kothapalli, Tom Tirer
Kernel vs. Kernel: Exploring How the Data Structure Affects Neural Collapse. CoRR (2024)
Vignesh Kothapalli, Tianyu Pang, Shenyang Deng, Zongmin Liu, Yaoqing Yang
Crafting Heavy-Tails in Weight Matrix Spectrum without Gradient Noise. CoRR (2024)
Vignesh Kothapalli, Tom Tirer, Joan Bruna
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks. CoRR (2023)
Vignesh Kothapalli
Randomized Schur Complement Views for Graph Contrastive Learning. ICML (2023)
Vignesh Kothapalli
Neural Collapse: A Review on Modelling Principles and Generalization. Trans. Mach. Learn. Res. 2023 (2023)
Vignesh Kothapalli, Tom Tirer, Joan Bruna
A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks. NeurIPS (2023)
Vignesh Kothapalli
Randomized Schur Complement Views for Graph Contrastive Learning. CoRR (2023)
Vignesh Kothapalli, Ebrahim Rasromani, Vasudev Awatramani
Neural Collapse: A Review on Modelling Principles and Generalization. CoRR (2022)
Vignesh Kothapalli, Shaveta Arora, Madasu Hanmandlu
Edge detection using fractional derivatives and information sets. J. Electronic Imaging 27 (05) (2018)