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ParallelEdits: EfficientMulti-Aspect Text-Driven ImageEditingwithAttentionGrouping

Neural Information Processing Systems

Text-driven image synthesis has made significant advancements with the development ofdiffusion models, transforming howvisual content isgenerated from text prompts. Despite these advances, text-driven image editing, a key area in computer graphics, faces unique challenges. A major challenge is making simultaneous edits across multiple objects or attributes.



No, trees can't anticipate a solar eclipse

Popular Science

Environment No, trees can't anticipate a solar eclipse Breakthroughs, discoveries, and DIY tips sent six days a week. In April 2025, a scientific study went viral online for a particularly wild claim. A forest of Norway spruce trees () in the Dolomites of northern Italy appeared to rapidly synchronize their cellular-level electrical signals--known as electromes--in the hours leading up to a partial solar eclipse in October 2022 . If true, the discovery by the Italian Institute of Technology represented a possibly major development in understanding how plants communicate with one another. Despite many critics' skepticism, headlines describing a " forest-wide phenomenon " of talking trees spread quickly across the internet.







Supply-Side Equilibria in Recommender Systems

Neural Information Processing Systems

In the music industry, artists have changed the length and structure of songs in response to Spotify's algorithm and payment structure [ Hodgson, 2021 ].