Juan Manuel Perez

According to our database, Juan Manuel Perez authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Tile-Based Knot Assembly with Celtic!

Divya Bajaj, Ryan Knobel, Juan Manuel Perez, Rene Reyes, Ramiro Santos, Tim Wylie

Proceedings of the Combinatorial Algorithms - 36th International Workshop, 2025

Adaptive von Mises-Fisher Likelihood Loss for Supervised Deep Time Series Hashing.

Juan Manuel Perez, Kevin Garcia, Brooklyn Berry, Dongjin Song, Yifeng Gao

Proceedings of the International Conference on Machine Learning and Applications, 2025

An Efficient Self-Supervised Learning Framework for Swarm Robot Trajectory Analysis.

Brooklyn Berry, Gaukhar Nurbek, Juan Manuel Perez, Richard Tapia, Qi Lu, Yifeng Gao

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection.

Kevin Garcia, Juan Manuel Perez, Yifeng Gao

Proceedings of the IEEE International Conference on Big Data, 2024