most citedNoise-Aware Generalization: Robustness to In-Domain Noise and Out-of-Domain Generalization

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cs.CV2025

BabyVLM: Data-Efficient Pretraining of VLMs Inspired by Infant Learning

Shengao Wang, Arjun Chandra, Aoming Liu +2

Human infants rapidly develop visual reasoning skills from minimal input, suggesting that developmentally inspired pretraining could significantly enhance the efficiency of vision-…

cs.CV2024

PanoFree: Tuning-Free Holistic Multi-view Image Generation with Cross-view Self-Guidance

Aoming Liu, Zhong Li, Zhang Chen +3

Immersive scene generation, notably panorama creation, benefits significantly from the adaptation of large pre-trained text-to-image (T2I) models for multi-view image generation. D…