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researcher

Pavlo Molchanov

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author1

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CV1
same name
  • Pavlo Molchanov — 124 papers, h 50

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedRADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2026

Extending Puzzle for Mixture-of-Experts Reasoning Models with Application to GPT-OSS Acceleration

Akhiad Bercovich, Nir Ailon, Vladimir Anisimov +21

Reasoning-focused LLMs improve answer quality by generating longer reasoning traces, but the additional tokens dramatically increase serving cost, motivating inference optimization…

cs.LG2025

Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training

Mingjie Liu, Shizhe Diao, Jian Hu +19

Recent advancements in reasoning-focused language models such as OpenAI's O1 and DeepSeek-R1 have shown that scaling test-time computation-through chain-of-thought reasoning and it…

cs.CV2024★ 1 cited

RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models

Greg Heinrich, Mike Ranzinger, Hongxu +6

Agglomerative models have recently emerged as a powerful approach to training vision foundation models, leveraging multi-teacher distillation from existing models such as CLIP, DIN…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.