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Found 9 papers, 3 papers with code
CLEAR: Contrasting Textual Feedback with Experts and Amateurs for Reasoning
We introduce CLEAR (Contrasting Textual Feedback with Experts and Amateurs for Reasoning), a novel approach to language model reasoning that leverages the strengths of a larger (expert) model and smaller (amateur) model.
ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI
In Monte Carlo simulations with noise perturbations, ScarNet achieved significantly higher scar Dice (0. 892 \pm 0. 053, CoV = 5. 9%) than MedSAM (0. 048 \pm 0. 112, CoV = 233. 3%) and nnU-Net (0. 615 \pm 0. 537, CoV = 28. 7%).
FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation
Finetuned large language models (LLMs) have shown remarkable performance in financial tasks, such as sentiment analysis and information retrieval.
DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning
Unsupervised domain adaptation (UDA) is essential for medical image segmentation, especially in cross-modality data scenarios.
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
Financial LLMs hold promise for advancing financial tasks and domain-specific applications.
Chain-of-Thought Augmentation with Logit Contrast for Enhanced Reasoning in Language Models
Rapidly increasing model scales coupled with steering methods such as chain-of-thought prompting have led to drastic improvements in language model reasoning.
Pegasus-v1 Technical Report
This technical report introduces Pegasus-1, a multimodal language model specialized in video content understanding and interaction through natural language.
2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network
Computed tomography is widely used to examine internal structures in a non-destructive manner.
Historic Emergence of Diversity in Painting: Heterogeneity in Chromatic Distance in Images and Characterization of Massive Painting Data Set
Painting is an art form that has long functioned as a major channel for the creative expression and communication of humans, its evolution taking place under an interplay with the science, technology, and social environments of the times.
