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Collections including paper arxiv:2506.07044

Research Papers/Reviews/Literature

Daily Research papers and review including older relevant content.

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Paper • 2501.18585 • Published Jan 30, 2025 • 61
RWKV-7 "Goose" with Expressive Dynamic State Evolution

Paper • 2503.14456 • Published Mar 18, 2025 • 153
DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning

Paper • 2503.15265 • Published Mar 19, 2025 • 46
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning

Paper • 2503.15558 • Published Mar 18, 2025 • 50

Medical Report Generation

FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models

Paper • 2411.18672 • Published Nov 27, 2024
CoMT: Chain-of-Medical-Thought Reduces Hallucination in Medical Report Generation

Paper • 2406.11451 • Published Jun 17, 2024
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
μ^2Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation

Paper • 2507.00316 • Published Jun 30, 2025 • 15

Lingshu MLX conversions

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
mlx-community/Lingshu-7B-4bit

Image-Text-to-Text • 1B • Updated Jun 12, 2025 • 1
mlx-community/Lingshu-7B-6bit

Image-Text-to-Text • Updated Jun 12, 2025
mlx-community/Lingshu-7B-8bit

Image-Text-to-Text • Updated Jun 12, 2025 • 1

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

lingshu-medical-mllm/Lingshu-7B

Image-Text-to-Text • Updated Sep 17, 2025 • 7.31k • 71
lingshu-medical-mllm/Lingshu-32B

Image-Text-to-Text • 33B • Updated Sep 17, 2025 • 1.49k • 74
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
Mungert/Lingshu-32B-GGUF

Image-Text-to-Text • 33B • Updated Sep 24, 2025 • 166 • 6

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2, 2025 • 9
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Paper • 2504.08600 • Published Apr 11, 2025 • 32
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL

Paper • 2503.23157 • Published Mar 29, 2025 • 10
AI Agents: Evolution, Architecture, and Real-World Applications

Paper • 2503.12687 • Published Mar 16, 2025 • 2

foundation models

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
Current Pathology Foundation Models are unrobust to Medical Center Differences

Paper • 2501.18055 • Published Jan 29, 2025 • 3
A Multicenter Benchmark of Multiple Instance Learning Models for Lymphoma Subtyping from HE-stained Whole Slide Images

Paper • 2512.14640 • Published Dec 16, 2025 • 1
Atlas 2 -- Foundation models for clinical deployment

Paper • 2601.05148 • Published Jan 8 • 3

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
TsinghuaC3I/MedXpertQA

Viewer • Updated Jul 9, 2025 • 4.46k • 2.21k • 50

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113

Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities

Paper • 2505.02567 • Published May 5, 2025 • 80
TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations

Paper • 2505.18125 • Published May 23, 2025 • 112
Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62

Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

Paper • 2411.12814 • Published Nov 19, 2024 • 23
SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation

Paper • 2411.14525 • Published Nov 21, 2024 • 19
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities

Paper • 2412.04106 • Published Dec 4, 2024 • 5
PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion

Paper • 2412.17780 • Published Dec 23, 2024 • 5

Research Papers/Reviews/Literature

Daily Research papers and review including older relevant content.

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs

Paper • 2501.18585 • Published Jan 30, 2025 • 61
RWKV-7 "Goose" with Expressive Dynamic State Evolution

Paper • 2503.14456 • Published Mar 18, 2025 • 153
DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning

Paper • 2503.15265 • Published Mar 19, 2025 • 46
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning

Paper • 2503.15558 • Published Mar 18, 2025 • 50

foundation models

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
Current Pathology Foundation Models are unrobust to Medical Center Differences

Paper • 2501.18055 • Published Jan 29, 2025 • 3
A Multicenter Benchmark of Multiple Instance Learning Models for Lymphoma Subtyping from HE-stained Whole Slide Images

Paper • 2512.14640 • Published Dec 16, 2025 • 1
Atlas 2 -- Foundation models for clinical deployment

Paper • 2601.05148 • Published Jan 8 • 3

Medical Report Generation

FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models

Paper • 2411.18672 • Published Nov 27, 2024
CoMT: Chain-of-Medical-Thought Reduces Hallucination in Medical Report Generation

Paper • 2406.11451 • Published Jun 17, 2024
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
μ^2Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation

Paper • 2507.00316 • Published Jun 30, 2025 • 15

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
TsinghuaC3I/MedXpertQA

Viewer • Updated Jul 9, 2025 • 4.46k • 2.21k • 50

Lingshu MLX conversions

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
mlx-community/Lingshu-7B-4bit

Image-Text-to-Text • 1B • Updated Jun 12, 2025 • 1
mlx-community/Lingshu-7B-6bit

Image-Text-to-Text • Updated Jun 12, 2025
mlx-community/Lingshu-7B-8bit

Image-Text-to-Text • Updated Jun 12, 2025 • 1

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113

Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

lingshu-medical-mllm/Lingshu-7B

Image-Text-to-Text • Updated Sep 17, 2025 • 7.31k • 71
lingshu-medical-mllm/Lingshu-32B

Image-Text-to-Text • 33B • Updated Sep 17, 2025 • 1.49k • 74
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Paper • 2506.07044 • Published Jun 8, 2025 • 113
Mungert/Lingshu-32B-GGUF

Image-Text-to-Text • 33B • Updated Sep 24, 2025 • 166 • 6

Unified Multimodal Understanding and Generation Models: Advances, Challenges, and Opportunities

Paper • 2505.02567 • Published May 5, 2025 • 80
TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations

Paper • 2505.18125 • Published May 23, 2025 • 112
Distilling LLM Agent into Small Models with Retrieval and Code Tools

Paper • 2505.17612 • Published May 23, 2025 • 81
One RL to See Them All: Visual Triple Unified Reinforcement Learning

Paper • 2505.18129 • Published May 23, 2025 • 62

CoRAG: Collaborative Retrieval-Augmented Generation

Paper • 2504.01883 • Published Apr 2, 2025 • 9
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Paper • 2504.08600 • Published Apr 11, 2025 • 32
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL

Paper • 2503.23157 • Published Mar 29, 2025 • 10
AI Agents: Evolution, Architecture, and Real-World Applications

Paper • 2503.12687 • Published Mar 16, 2025 • 2

Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline

Paper • 2411.12814 • Published Nov 19, 2024 • 23
SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation

Paper • 2411.14525 • Published Nov 21, 2024 • 19
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities

Paper • 2412.04106 • Published Dec 4, 2024 • 5
PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion

Paper • 2412.17780 • Published Dec 23, 2024 • 5

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