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Soheil Kolouri | Lattice

Soheil Kolouri

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Data Curation & Synthetic Data (1)Inference & Quantization (1)Training Efficiency & Optimization (1)

Frequent co-authors

Ali Abbasi (1)Ashkan Shahbazi (1)Hamed Pirsiavash (1)

Papers (1)

Mar 4, 2026

Ali Abbasi +31w ago

Vector-Quantized Soft Label Compression for Dataset Distillation

Dataset distillation's dirty secret: soft labels bloat storage, but a VQ-VAE slashes their size by 30-40x without sacrificing performance.

Ali Abbasi, Ashkan Shahbazi, Hamed Pirsiavash +1

Data Curation & Synthetic Data Inference & Quantization Training Efficiency & Optimization