Top Tweets for #VisionEncoder
Key Innovations: Resolution-agnostic encoder sharing parameters
High retention of general vision capabilities (SigLIP core intact)
Scalable for medical domain fine-grain variance #VisionEncoder #MedAI #SigLIP #Gemma3 #MultimodalAI #AI4Health #DeepLearning #OpenAI #GoogleResearch
π‘Paper and code will be publicly accessible soon!
#ICML2025 #Spotlight #Poster #LLMs #VLMs #VisionEncoder #Cross_Layer_Safety_Alignment #ReinforcementLearning #RLHF #PPO #Interpretability #AI_Safety #Multimodal #Alignment #Jailbreak #OOD #SFT #Security #Cross_Modality_Safety
The vision encoder in Llama 4 is an evolution of MetaCLIP, but crucially, it's trained alongside a frozen Llama model. This targeted training likely improves its ability to align visual features with the language model's understanding. #VisionEncoder #MetaCLIP #ModelAlignment
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