Denis Makhov

According to our database, Denis Makhov authored at least 6 papers between 2020 and 2026.

Collaborative distances:

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

2026

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression.

Denis Makhov, Dmitriy Shopkhoev, Magauiya Zhussip, Ammar Ali, Baher Mohammad, Stamatios Lefkimmiatis

CoRR, February, 2026

ROCKET: Rapid Optimization via Calibration-guided Knapsack Enhanced Truncation for Efficient Model Compression.

Ammar Ali, Baher Mohammad, Denis Makhov, Dmitriy Shopkhoev, Magauiya Zhussip, Stamatios Lefkimmiatis

CoRR, February, 2026

2025

COSPADI: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning.

Dmitriy Shopkhoev, Denis Makhov, Magauiya Zhussip, Ammar Ali, Stamatios Lefkimmiatis

CoRR, September, 2025

PREFILT: Prefiltering for Fully Quantized Image Restoration Neural Networks.

Denis Makhov, Ruslan Ostapets, Irina Zhelavskaya, Dehua Song

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

Towards Robust Full Low-Bit Quantization of Super Resolution Networks.

Denis Makhov, Ruslan Ostapets, Irina Zhelavskaya, Dehua Song, Kirill Solodskikh

Proceedings of the Computer Vision - ECCV 2024, 2024

2020

Different Approaches for Automatic Nucleus Image Segmentation in Fluorescent in situ Hybridization (FISH) Analysis for HER2 Status Assesment.

Denis Makhov, Andrey V. Samorodov, Elena Slavnova

Proceedings of the 26th Conference of Open Innovations Association, 2020