Sergey Troshin

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upvoted a paper 7 months ago

Reasoning Shift: How Context Silently Shortens LLM Reasoning

Paper • 2604.01161 • Published Apr 1 • 32

upvoted a paper 9 months ago

Self-Hinting Language Models Enhance Reinforcement Learning

Paper • 2602.03143 • Published Feb 3 • 31

upvoted a paper 10 months ago

UserBench: An Interactive Gym Environment for User-Centric Agents

Paper • 2507.22034 • Published Jul 29, 2025 • 31

upvoted a paper about 1 year ago

When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA

Paper • 2510.04849 • Published Oct 6, 2025 • 117

upvoted a paper over 1 year ago

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Paper • 2501.19324 • Published Jan 31, 2025 • 39

upvoted a paper about 2 years ago

Guide-and-Rescale: Self-Guidance Mechanism for Effective Tuning-Free Real Image Editing

Paper • 2409.01322 • Published Sep 2, 2024 • 96

upvoted a paper over 2 years ago

TabReD: A Benchmark of Tabular Machine Learning in-the-Wild

Paper • 2406.19380 • Published Jun 27, 2024 • 49

upvoted a paper about 3 years ago

Finite Scalar Quantization: VQ-VAE Made Simple

Paper • 2309.15505 • Published Sep 27, 2023 • 24