Stefan Petkov Vasilev

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upvoted a paper 5 days ago

Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders

Paper • 2603.06569 • Published 8 days ago • 104

upvoted an article 10 days ago

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Article

Demystifying Multimodal Learning: The Hidden Inefficiency in Vision Language Modelling

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11 days ago

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4

upvoted a paper 12 days ago

Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets

Paper • 2602.22207 • Published 17 days ago • 42

upvoted a paper 30 days ago

Adapting Vision-Language Models for E-commerce Understanding at Scale

Paper • 2602.11733 • Published about 1 month ago • 13

upvoted a paper about 1 month ago

Self-Hinting Language Models Enhance Reinforcement Learning

Paper • 2602.03143 • Published Feb 3 • 30

upvoted a paper 5 months ago

Batch Speculative Decoding Done Right

Paper • 2510.22876 • Published Oct 26, 2025 • 25

upvoted a paper 8 months ago

KV Cache Steering for Inducing Reasoning in Small Language Models

Paper • 2507.08799 • Published Jul 11, 2025 • 40

upvoted 2 papers 10 months ago

Parallel Scaling Law for Language Models

Paper • 2505.10475 • Published May 15, 2025 • 83

Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation

Paper • 2505.06027 • Published May 9, 2025 • 18