Kimleang Ly

kimleang123

ly-kimleang-8356a9153

AI & ML interests

NLP && Computer vision && Generative AI

Recent Activity

reacted to aaditya's post with 🔥 2 days ago

Last Week in Medical AI: Top Research Papers/Models 🔥 🏅 (December 15 – December 21, 2024) Medical LLM & Other Models - MedMax: Mixed-Modal Biomedical Assistant - Advanced multimodal instruction tuning - Enhanced biomedical knowledge integration - Comprehensive assistant capabilities - MGH Radiology Llama 70B - Specialized radiology focus - State-of-the-art performance - Enhanced report generation capabilities - HC-LLM: Historical Radiology Reports - Context-aware report generation - Historical data integration - Improved accuracy in diagnostics Frameworks & Methods - ReflecTool: Reflection-Aware Clinical Agents - Process-Supervised Clinical Notes - Federated Learning with RAG - Query Pipeline Optimization Benchmarks & Evaluations - Multi-OphthaLingua - Multilingual ophthalmology benchmark - Focus on LMICs healthcare - Bias assessment framework - ACE-M3 Evaluation Framework - Multimodal medical model testing - Comprehensive capability assessment - Standardized evaluation metrics LLM Applications - Patient-Friendly Video Reports - Medical Video QA Systems - Gene Ontology Annotation - Healthcare Recommendations Special Focus: Medical Ethics & AI - Clinical Trust Impact Study - Mental Health AI Challenges - Hospital Monitoring Ethics - Radiology AI Integration Now you can watch and listen to the latest Medical AI papers daily on our YouTube and Spotify channels as well! - Full thread in detail: https://x.com/OpenlifesciAI/status/1870504774162063760 - Youtube Link: youtu.be/SbFp4fnuxjo - Spotify: https://t.co/QPmdrXuWP9

reacted to davidberenstein1957's post with 🔥 7 days ago

Introducing the Synthetic Data Generator, a user-friendly application that takes a no-code approach to creating custom datasets with Large Language Models (LLMs). The best part: A simple step-by-step process, making dataset creation a non-technical breeze, allowing anyone to create datasets and models in minutes and without any code. Blog: https://huggingface.co/blog/synthetic-data-generator Space: https://huggingface.co/spaces/argilla/synthetic-data-generator

liked a Space 20 days ago

stabilityai/stable-diffusion-3.5-large

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kimleang123's activity

upvoted 3 papers 21 days ago

Critical Tokens Matter: Token-Level Contrastive Estimation Enhence LLM's Reasoning Capability

Paper • 2411.19943 • Published 26 days ago • 55

Free Process Rewards without Process Labels

Paper • 2412.01981 • Published 22 days ago • 28

VideoGen-of-Thought: A Collaborative Framework for Multi-Shot Video Generation

Paper • 2412.02259 • Published 22 days ago • 59

upvoted 3 papers 25 days ago

Free^2Guide: Gradient-Free Path Integral Control for Enhancing Text-to-Video Generation with Large Vision-Language Models

Paper • 2411.17041 • Published 29 days ago • 11

TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models

Paper • 2411.18350 • Published 28 days ago • 22

Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning

Paper • 2411.18203 • Published 28 days ago • 31

upvoted 6 papers 27 days ago

Identity-Preserving Text-to-Video Generation by Frequency Decomposition

Paper • 2411.17440 • Published 29 days ago • 35

DiffusionDrive: Truncated Diffusion Model for End-to-End Autonomous Driving

Paper • 2411.15139 • Published Nov 22 • 15

MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation

Paper • 2411.17945 • Published 28 days ago • 24

upvoted a paper 29 days ago

Material Anything: Generating Materials for Any 3D Object via Diffusion

Paper • 2411.15138 • Published Nov 22 • 42

upvoted 2 papers about 1 month ago

GAIA: Zero-shot Talking Avatar Generation

Paper • 2311.15230 • Published Nov 26, 2023 • 3

LLM2CLIP: Powerful Language Model Unlock Richer Visual Representation

Paper • 2411.04997 • Published Nov 7 • 37

upvoted an article 3 months ago

Article

Accelerating Document AI

Nov 21, 2022

• 43

upvoted a collection 3 months ago

Qwen2.5

Collection

Qwen2.5 language models, including pretrained and instruction-tuned models of 7 sizes, including 0.5B, 1.5B, 3B, 7B, 14B, 32B, and 72B. • 45 items • Updated 27 days ago • 444

upvoted a paper 3 months ago

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Paper • 2407.19672 • Published Jul 29 • 55

upvoted a paper 4 months ago

LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 30

upvoted an article 4 months ago

Article

Fine-Tuning LLMs: Supervised Fine-Tuning and Reward Modelling

•

Dec 4, 2023

• 2