Charles Chen
2 papers · Latest:
Computer Vision
SegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation
SegWithU provides efficient, single-pass uncertainty estimation for medical image segmentation by modeling uncertainty as perturbation energy, improving reliability.
2604.15271
Natural Language ProcessingGemini: A Family of Highly Capable Multimodal Models
Gemini is a new family of multimodal AI models excelling in image, audio, video, and text understanding, achieving state-of-the-art results across numerous benchmarks including human-expert level on MMLU.
2312.11805
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