Arseniy Klimovskiy

ORCID: 0009-0002-1912-9560
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About
Contact & Profiles
Research Areas
  • Video Analysis and Summarization
  • Generative Adversarial Networks and Image Synthesis
  • Human Motion and Animation
  • Multimodal Machine Learning Applications
  • Robotics and Automated Systems

Google (United States)
2024

Recent Text-to-Image (T2I) generation models such as Stable Diffusion and Imagen have made significant progress in generating high-resolution images based on text descriptions. However, many generated still suffer from issues artifacts/implausibility, misalignment with descriptions, low aesthetic quality. Inspired by the success of Reinforcement Learning Human Feedback (RLHF) for large language models, prior works collected human-provided scores feedback trained a reward model to improve T2I...

10.48550/arxiv.2312.10240 preprint EN cc-by arXiv (Cornell University) 2023-01-01
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