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cs.CV2025
CLIP is All You Need for Human-like Semantic Representations in Stable Diffusion
Cameron Braunstein, Mariya Toneva, Eddy Ilg
Latent diffusion models such as Stable Diffusion achieve state-of-the-art results on text-to-image generation tasks. However, the extent to which these models have a semantic under…
cs.AI2025
The One Where They Brain-Tune for Social Cognition: Multi-Modal Brain-Tuning on Friends
Nico Policzer, Cameron Braunstein, Mariya Toneva
Recent studies on audio models show brain-tuning - fine-tuning models to better predict corresponding fMRI activity - improves brain alignment and increases performance on downstre…
cs.CV2025
3DFroMLLM: 3D Prototype Generation only from Pretrained Multimodal LLMs
Noor Ahmed, Cameron Braunstein, Steffen Eger +1
Recent Multi-Modal Large Language Models (MLLMs) have demonstrated strong capabilities in learning joint representations from text and images. However, their spatial reasoning rema…