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Achieve state-of-the-art image-to-image translation by baking in rotation symmetry priors, a surprisingly effective inductive bias.
Current content moderation benchmarks fail to capture the complexities of real-world scenarios, where posts often violate multiple policies simultaneously and moderation rules are constantly evolving, leading to inconsistent AI judgment.
Stop naively aggregating knowledge for KB-VQA: MaS-VQA's Mask-and-Select mechanism shows how to prune irrelevant image regions and knowledge fragments for better reasoning.