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This work addresses a fundamental challenge in high-temperature cuprate superconductors — isolating intrinsic CuO2 plane physics by eliminating charge-reservoir layer complexities
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This paper addresses the challenge of training high-quality visual editing models without paired source-target data, which is especially difficult for video editing where paired data is extremely c…
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CLI-Anything addresses a fundamental misalignment in current AI-based computer-use agents that control software primarily through brittle GUI interactions
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Privately Inferred Credentials (𝜋Creds) address the challenge of creating decentralized, privacy-preserving verifiable credentials over unstructured and semantically rich data, which existing zero-…
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Demo2Tutorial addresses the challenge of automatically converting raw human computer interaction recordings into structured, multimodal software tutorials
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This paper addresses the fundamental challenge of extending the Forward-Forward (FF) algorithm—a biologically plausible and local alternative to backpropagation (BP)—from classification to real-wor…
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This paper addresses the problem of forecasting political news engagement on Twitter over long time horizons, which is crucial for understanding dynamics such as hyperpartisanship, filter bubbles, …
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This paper addresses the long-standing binding problem in vision — how to represent not only features but also the correct combinations of features that make up distinct objects in multi-object scenes
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GARDEN addresses the enduring challenge of converting multi-view RGB images into 3D scene reconstructions that are both visually faithful and physically structured for downstream simulation and int…
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Hedge-Bench introduces a new benchmarking dataset and evaluation framework designed to test large language models and AI agents on open-ended, real-world financial reasoning tasks performed by prof…
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MedCUA-Bench addresses the critical gap in evaluating computer-use agents (CUAs) on clinical graphical user interfaces (GUIs), which differ substantially from mainstream web or desktop applications…
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This paper develops a rigorous game-theoretic model of strategic block delay (mining gaps) in Proof-of-Work (PoW) blockchain systems
