Yapay Zekâ
Çok Kipli Öğrenme
Perception alanının bir parçası, seviye 6. Aşağıdaki konular boyunca yaklaşık 4 saatlik çalışma.
Representations
- Multimodal RepresentationsCombining images, text, and audio: joint embedding spaces, fusion strategies, and alignment.1–2 sa
- Contrastive Image-Text PretrainingAligning image and text encoders on web-scale pairs, enabling zero-shot classification by text prompts.1–2 sa
Generation
- Vision-Language ModelsConnecting a vision encoder to a language model so it can answer questions about images.1–2 sa
- Text-to-Image GenerationText-conditioned diffusion: a text encoder, cross-attention conditioning, and guidance.1–2 sa