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cs.CV2024★ 1 cited
: Interpreting and leveraging semantic information in diffusion models
Dahye Kim, Xavier Thomas, Deepti Ghadiyaram
We study rich visual semantic information is represented within various layers and denoising timesteps of different diffusion architectures. We uncover monosemantic…
cs.CV2022★ 2 cited
MAViC: Multimodal Active Learning for Video Captioning
Gyanendra Das, Xavier Thomas, Anant Raj +1
A large number of annotated video-caption pairs are required for training video captioning models, resulting in high annotation costs. Active learning can be instrumental in reduci…