Donut
PulseAugur coverage of Donut — every cluster mentioning Donut across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New 'Counterfeit Answers' attack targets OCR-free DocVQA models
Researchers have developed a novel adversarial attack method called "Counterfeit Answers" that can forge document content to manipulate OCR-free Document Visual Question Answering (DocVQA) models. This attack can induce…
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Research compares multimodal models for document classification
A new research paper analyzes multimodal approaches for classifying visually-rich documents, comparing transformer and LLM-based architectures. The study evaluated LayoutLMv3, Donut, Qwen3-VL-32B-Instruct, and Qwen3-32B…
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FILTR framework extracts topological features from 3D models using transformers
Researchers have developed FILTR, a novel framework designed to extract topological features from pretrained 3D models. This approach adapts a transformer decoder to generate persistence diagrams, which summarize a shap…