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cs.CV2026
Decoupling Vision and Language: Codebook Anchored Visual Adaptation
Jason Wu, Tianchen Zhao, Chang Liu +7
Large Vision-Language Models (LVLMs) use their vision encoders to translate images into representations for downstream reasoning, but the encoders often underperform in domain-spec…
cs.CV2023
Benchmarking Low-Shot Robustness to Natural Distribution Shifts
Aaditya Singh, Kartik Sarangmath, Prithvijit Chattopadhyay +1
Robustness to natural distribution shifts has seen remarkable progress thanks to recent pre-training strategies combined with better fine-tuning methods. However, such fine-tuning…