A. Dimakis

发表论文 247 篇 · 总被引 23835 次 · h-index 72

代表论文

• DataComp: In search of the next generation of multimodal datasets (2023 · Neural Information Processing Systems · 被引 761)
• GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning (2025 · arXiv.org · 被引 369)
• Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models (2023 · Neural Information Processing Systems · 被引 186)
• Soft Diffusion: Score Matching for General Corruptions (2022 · arXiv.org · 被引 137)
• Ambient Diffusion: Learning Clean Distributions from Corrupted Data (2023 · Neural Information Processing Systems · 被引 134)
• Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers (2023 · International Conference on Machine Learning · 被引 88)