HumanMoveVQA is a new benchmark that generates 10K+ QA pairs from 3D-lifted video tracks to evaluate video MLLMs on global human trajectory and orientation reasoning.
Weld, Walter S
8 Pith papers cite this work. Polarity classification is still indexing.
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Introduces LP-anchored attribution for neural CO policies with CSP-certified counterfactuals and Bonferroni-PAC sufficient subsets, showing higher agreement with certified signals than gradient proxies on CVRPTW and OP.
IGT-OMD reduces gradient transport error from quadratic to linear in delay length for delayed bilevel optimization and achieves sublinear regret with adaptive steps.
GoD uses anatomy graphs and difference alignment to improve medical image re-identification accuracy and auditability, with +7.1 pp Rank-1 gains on fundus and +3.1 pp on CXR.
Higher generative AI error rates reduce user reliance, but task difficulty does not significantly moderate this effect.
Hiding generative AI use to signal expertise reduces knowledge sharing and transparency among workplace colleagues.
ProtDiS decomposes protein micro-environment embeddings into task-relevant dimensions via knowledge-guided methods, reporting gains on twelve downstream tasks especially under structure-based splits.
PaliGemma is an open 3B VLM based on SigLIP and Gemma that achieves strong performance on nearly 40 diverse open-world tasks including benchmarks, remote-sensing, and segmentation.
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"If You're Very Clever, No One Knows You've Used It": The Social Dynamics of Developing Generative AI Literacy in the Workplace
Hiding generative AI use to signal expertise reduces knowledge sharing and transparency among workplace colleagues.