Kristi Topollai

According to our database, Kristi Topollai authored at least 8 papers between 2025 and 2026.

Collaborative distances:

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

2026

Outer-Momentum Restarting in High-Dimensional Two-Phase Optimization.

Kristi Topollai, Allan Ma, Tolga Dimlioglu, Sui Jiet Tay, Anna Choromanska

CoRR, May, 2026

Worker Disagreement Reveals Sharp Directions in Local SGD.

Tolga Dimlioglu, Kristi Topollai, Anna Choromanska

CoRR, May, 2026

Understanding Quantization of Optimizer States in LLM Pre-training: Dynamics of State Staleness and Effectiveness of State Resets.

Kristi Topollai, Anna Choromanska

CoRR, March, 2026

Self-Supervised Representation Learning with Joint Embedding Predictive Architecture for Automotive LiDAR Object Detection.

Haoran Zhu, Zhenyuan Dong, Kristi Topollai, Beiyao Sha, Anna Choromanska

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Streamlining Industrial Contract Management with Retrieval-Augmented LLMs.

Kristi Topollai, Tolga Dimlioglu, Anna Choromanska, Simon Odie, Reginald Hui

CoRR, November, 2025

Adaptive Memory Momentum via a Model-Based Framework for Deep Learning Optimization.

Kristi Topollai, Anna Choromanska

CoRR, October, 2025

AD-L-JEPA: Self-Supervised Spatial World Models with Joint Embedding Predictive Architecture for Autonomous Driving with LiDAR Data.

Haoran Zhu, Zhenyuan Dong, Kristi Topollai, Anna Choromanska

CoRR, January, 2025

Task-Level Contrastiveness for Cross-Domain Few-Shot Learning.

Kristi Topollai, Anna Choromanska

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025