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cs.CV2026
Divide-and-Denoise: A Game-Theoretic Method for Fairly Composing Diffusion Models
Abhi Gupta, Polina Barabanshchikova, Vikas Garg +2
The abundance of pre-trained diffusion models provides an opportunity for composition. Combining several models, however, runs the risk of one model dominating or models disagreein…
cs.CV2023
Enhancing Visual Perception in Novel Environments via Incremental Data Augmentation Based on Style Transfer
Abhibha Gupta, Rully Agus Hendrawan, Mansur Arief
The deployment of autonomous agents in real-world scenarios is challenged by "unknown unknowns", i.e. novel unexpected environments not encountered during training, such as degrade…