CrisisMMD
PulseAugur coverage of CrisisMMD — every cluster mentioning CrisisMMD across labs, papers, and developer communities, ranked by signal.
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New multimodal dataset Theia generated for disaster response using Qwen3.5
Researchers have developed a new methodology to create and validate a large-scale multimodal dataset for disaster response, named Theia. This dataset is derived from the vision-only Incidents1M dataset and features high…
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PFAdapter framework enhances federated MLLMs with hierarchical LoRA decomposition
Researchers have developed PFAdapter, a new framework designed to improve the personalization and efficiency of Multimodal Large Language Models (MLLMs) in federated learning environments. This approach uses hierarchica…
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PFAdapter framework enhances personalized federated learning for MLLMs · 2 sources tracked
Researchers have introduced PFAdapter, a novel framework designed to enhance personalized federated learning for Multimodal Large Language Models (MLLMs). This approach hierarchically decomposes LoRA (Low-Rank Adaptatio…