Pavlo Molchanov

16

Papers

844

Total Citations

Papers (16)

VILA: On Pre-training for Visual Language Models

Hymba: A Hybrid-head Architecture for Small Language Models

Scaling RL to Long Videos

NeurIPS 2025arXiv

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge

Nemotron-CLIMB: Clustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training

NeurIPS 2025arXiv

Scaling Vision Pre-Training to 4K Resolution

LLaMaFlex: Many-in-one LLMs via Generalized Pruning and Weight Sharing

FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting

Flextron: Many-in-One Flexible Large Language Model

NVILA: Efficient Frontier Visual Language Models

RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models

Token-Efficient VLM: High-Resolution Image Understanding via Dynamic Region Proposal

GSPN-2: Efficient Parallel Sequence Modeling

NeurIPS 2025arXiv

Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

NeurIPS 2025arXiv

AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One

DoRA: Weight-Decomposed Low-Rank Adaptation