Anna Choromanska
Scholar

Anna Choromanska

Google Scholar ID: l-mlF7YAAAAJ
New York University
machine learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
3,952
 
H-index
22
 
i10-index
33
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Publications
9 items
Understanding Quantization of Optimizer States in LLM Pre-training: Dynamics of State Staleness and Effectiveness of State Resets
2026
Cited
0
Zero-Shot Cross-City Generalization in End-to-End Autonomous Driving: Self-Supervised versus Supervised Representations
2026
Cited
0
Self-Supervised JEPA-based World Models for LiDAR Occupancy Completion and Forecasting
2026
Cited
0
Streamlining Industrial Contract Management with Retrieval-Augmented LLMs
2025
Cited
0
Adaptive Memory Momentum via a Model-Based Framework for Deep Learning Optimization
2025
Cited
0
Task-Level Contrastiveness for Cross-Domain Few-Shot Learning
2025
Cited
0
Communication-Efficient Distributed Training for Collaborative Flat Optima Recovery in Deep Learning
2025
Cited
0
A Survey of Optimization Methods for Training DL Models: Theoretical Perspective on Convergence and Generalization
2025
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)