mmecg

non-profit

AI & ML interests

None defined yet.

authored 2 papers 9 months ago

SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning

Paper • 2506.01713 • Published Jun 2, 2025 • 48

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL

Paper • 2505.17952 • Published May 23, 2025 • 20

authored 11 papers about 1 year ago

Enhancing Abnormality Grounding for Vision Language Models with Knowledge Descriptions

Paper • 2503.03278 • Published Mar 5, 2025 • 14

Efficient Large Language Models: A Survey

Paper • 2312.03863 • Published Dec 6, 2023 • 4

Electrocardiogram Instruction Tuning for Report Generation

Paper • 2403.04945 • Published Mar 7, 2024 • 2

BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval

Paper • 2403.15992 • Published Mar 24, 2024 • 1

LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference

Paper • 2406.18139 • Published Jun 26, 2024 • 2

An Electrocardiogram Foundation Model Built on over 10 Million Recordings with External Evaluation across Multiple Domains

Paper • 2410.04133 • Published Oct 5, 2024

M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization

Paper • 2307.08347 • Published Jul 17, 2023

MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning

Paper • 2411.03314 • Published Nov 5, 2024 • 1

ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction?

Paper • 2411.06469 • Published Nov 10, 2024 • 17

Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement

Paper • 2403.06659 • Published Mar 11, 2024

MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning

Paper • 2502.19634 • Published Feb 26, 2025 • 63