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Bariscan Kurtkaya

2 accepted papers

2025

Dynamical phases of short-term memory mechanisms in RNNs

ICML 2025poster

Short-term memory is essential for cognitive processing, yet our understanding of its neural mechanisms remains unclear. Neuroscience has long focused on how sequential activity patterns, where neurons fire one after another within large networks, can explain how information is maintained. While rec…

Cited by 0SourcePDFScholar
2024

RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models

CVPR 2024highlight

Recent advancements in diffusion-based models have demonstrated significant success in generating images from text. However video editing models have not yet reached the same level of visual quality and user control. To address this we introduce RAVE a zero-shot video editing method that leverages p…