Search Results for author: Daniel Kim

Found 9 papers, 3 papers with code

CLEAR: Contrasting Textual Feedback with Experts and Amateurs for Reasoning

no code implementations24 Mar 2025 Andrew Rufail, Daniel Kim, Sean O'Brien, Kevin Zhu

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.

Language Modeling Language Modelling +1

ScarNet: A Novel Foundation Model for Automated Myocardial Scar Quantification from LGE in Cardiac MRI

1 code implementation2 Jan 2025 Neda Tavakoli, Amir Ali Rahsepar, Brandon C. Benefield, Daming Shen, Santiago López-Tapia, Florian Schiffers, Jeffrey J. Goldberger, Christine M. Albert, Edwin Wu, Aggelos K. Katsaggelos, Daniel C. Lee, Daniel Kim

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

no code implementations16 Dec 2024 Dannong Wang, Daniel Kim, Bo Jin, Xingjian Zhao, Tianfan Fu, Steve Yang, Xiao-Yang Liu

Finetuned large language models (LLMs) have shown remarkable performance in financial tasks, such as sentiment analysis and information retrieval.

Information Retrieval Quantization +2

Chain-of-Thought Augmentation with Logit Contrast for Enhanced Reasoning in Language Models

no code implementations4 Jul 2024 Jay Shim, Grant Kruttschnitt, Alyssa Ma, Daniel Kim, Benjamin Chek, Athul Anand, Kevin Zhu, Sean O'Brien

Rapidly increasing model scales coupled with steering methods such as chain-of-thought prompting have led to drastic improvements in language model reasoning.

Language Modeling Language Modelling

Historic Emergence of Diversity in Painting: Heterogeneity in Chromatic Distance in Images and Characterization of Massive Painting Data Set

no code implementations25 Jan 2017 Byunghwee Lee, Daniel Kim, Seunghye Sun, Hawoong Jeong, Juyong Park

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.

Diversity

Cannot find the paper you are looking for? You can Submit a new open access paper.