NeurIPS 2024 Workshop SSL Submissions

Time-varying Representations of Longitudinal Biosignals using Self-supervised Learning
Sam Jean Perochon, Salar Abbaspourazad, Joseph Futoma, Andrew Miller, Guillermo Sapiro
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations
Benedikt Alkin, Lukas Miklautz, Sepp Hochreiter, Johannes Brandstetter
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
Occam's Razor for Self Supervised Learning: What is Sufficient to Learn Good Representations?
Mark Ibrahim, David Klindt, Randall Balestriero
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
Hoop-MSSL: Multi-Task Self-supervised Representation Learning on Basketball Spatio-Temporal Data
xing wang, Jianchong Shao, Chunyang Huang, Zitian Tang, Miguel-Ángel GÓMEZ, Zhang shaoliang, Konstantinos Pelechrinis
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
Representing Positional Information in Generative World Models for Object Manipulation
Stefano Ferraro, Pietro Mazzaglia, Tim Verbelen, Bart Dhoedt, Sai Rajeswar
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning
Bokun Wang, Yunwen Lei, Yiming Ying, Tianbao Yang
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
Leveraging Audio and Visual Recurrence for Unsupervised Video Highlight Detection
Zahidul Islam, Sujoy Paul, Mrigank Rochan
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
Test-Time Adaptation for Video Highlight Detection
Zahidul Islam, Sujoy Paul, Mrigank Rochan
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
Self-Supervised Bisimulation Action Chunk Representation for Efficient RL
Lei Shi, Jianye HAO, Hongyao Tang, Zibin Dong, YAN ZHENG
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone
Self-Supervised Learning of Disentangled Representations for Multivariate Time-Series
Ching Chang, Chan Chiao-Tung, Wei-Yao Wang, Wen-Chih Peng, Tien-Fu Chen
- Published: 13 Oct 2024, Last Modified: 02 Dec 2024
- NeurIPS 2024 Workshop SSL
- Readers: Everyone