Flickr30K
PulseAugur coverage of Flickr30K — every cluster mentioning Flickr30K across labs, papers, and developer communities, ranked by signal.
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EASE framework enables federated multimodal unlearning by addressing entanglement
Researchers have developed EASE, a new framework for federated multimodal unlearning that addresses the challenge of entangled knowledge across different data modalities and client updates. The method identifies three k…
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Researchers find single hub text exploits vulnerabilities in CLIP cross-modal encoders
Researchers have identified a vulnerability in cross-modal encoders like CLIP, which map text and images into a shared embedding space. They discovered that a single "hub text" can generate high similarity scores with n…
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New framework enhances federated cross-modal retrieval with missing modalities
Researchers have developed RCSR, a new framework designed to improve federated cross-modal retrieval, particularly when dealing with data heterogeneity and missing modalities across clients. The system utilizes a frozen…