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University of Florida, Vanderbilt University
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Tiling multi-shot video chunks across a 2D spatial grid instead of stretching them along a single temporal axis yields 6脳 more narrative shots under the exact same token budget while decisively outperforming prior consistency baselines.
Emotion-driven image editing just got a major upgrade鈥擜ffectDelta captures complex emotional transitions with unprecedented precision using eight-dimensional distributions.
Deep neural networks can replicate human-like associative emotional learning, revealing striking parallels in neural representation alignment.