Titlebook: Computer Vision – ECCV 2024; 18th European Confer Ale? Leonardis,Elisa Ricci,Gül Varol Conference proceedings 2025 The Editor(s) (if applic

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,A Task Is Worth One Word: Learning with?Task Prompts for?High-Quality Versatile Image Inpainting,thesis. Existing approaches focus on either context-aware filling or object synthesis using text descriptions. However, achieving both tasks simultaneously is challenging due to differing training strategies. To overcome this challenge, we introduce ., the first high-quality and versatile inpainting

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,Self-supervised Shape Completion via?Involution and?Implicit Correspondences, learning approaches that do not require any complete 3D shape examples have gained more interests. In this paper, we propose a non-adversarial self-supervised approach for the shape completion task. Our first finding is that completion problems can be formulated as an involutory function trivially,

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PredBench: Benchmarking Spatio-Temporal Prediction Across Diverse Disciplines,ogress in this field, there remains a lack of a standardized framework for a detailed and comparative analysis of various prediction network architectures. PredBench addresses this gap by conducting ., upholding ., and implementing .. This benchmark integrates 12 widely adopted methods with 15 diver

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