Abstract: Foundational vision-language models (VLMs) like CLIP are redefining the vision domain with their exceptional generalization capabilities. Prompt-based learning methods adapt pre-trained VLMs ...

Abstract: Current aerial video recognition only uses vision modality to predict fixed class probabilities and does not have open-set or zero-shot recognition capabilities. We strengthen aerial video ...

Create a conda environment and install dependencies: conda create -n TBA-CLIPNet python=3.11 conda activate TBA-CLIPNet # Install the according versions of torch and ...

Creating epic animations with Gemini 3.1 requires a balance of creativity, technical precision and structured planning. As outlined by AI Jason, one key strategy is using scene-based prompts, which ...