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Workshop
Exploring Generalisability of Self-Distillation with No Labels for SAR-Based Vegetation Prediction
Laura Martínez-Ferrer · Anna Jungbluth · Joseph Alejandro Gallego Mejia · Matthew Allen · Francisco Dorr · Freddie Kalaitzis · Raul Ramos-Pollán
Workshop
LiDAR: Sensing Linear Probing Performance in Joint Embedding SSL Architectures
Vimal Thilak · Chen Huang · Omid Saremi · Laurent Dinh · Hanlin Goh · Preetum Nakkiran · Joshua Susskind · Etai Littwin
Workshop
On Improving the Sample Efficiency of Non-Contrastive SSL
Kumar Krishna Agrawal · Arna Ghosh · Adam Oberman · Blake Richards
Workshop
Recycle-and-Distill: Universal Compression Strategy for Transformer-based Speech SSL Models with Attention Map Reusing and Masking Distillation
Kangwook Jang · Sungnyun Kim · Se-Young Yun · HOI RIN KIM
Workshop
On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning
Matteo Gamba · Arna Ghosh · Kumar Krishna Agrawal · Blake Richards · Hossein Azizpour · Mårten Björkman
Poster
Thu 8:45 Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised Learning
Casey Meehan · Florian Bordes · Pascal Vincent · Kamalika Chaudhuri · Chuan Guo
Poster
Thu 15:00 Implicit variance regularization in non-contrastive SSL
Manu Srinath Halvagal · Axel Laborieux · Friedemann Zenke