Making Dialogue Grounding Data Rich: A Three-Tier Data Synthesis Framework for Generalized Referring Expression Comprehension Paper • 2512.02791 • Published Dec 2, 2025 • 1
Seeing the Forest and the Trees: Query-Aware Tokenizer for Long-Video Multimodal Language Models Paper • 2511.11910 • Published Nov 14, 2025 • 35
Large Language Models Do NOT Really Know What They Don't Know Paper • 2510.09033 • Published Oct 10, 2025 • 16
Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published Oct 13, 2025 • 100
Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications Paper • 2508.00669 • Published Aug 1, 2025
Training-free Subject-Enhanced Attention Guidance for Compositional Text-to-image Generation Paper • 2405.06948 • Published May 11, 2024
Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion Paper • 2501.16679 • Published Jan 28, 2025
EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis Paper • 2505.23601 • Published May 29, 2025
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs Paper • 2504.06897 • Published Apr 9, 2025 • 1
POSTER++: A simpler and stronger facial expression recognition network Paper • 2301.12149 • Published Jan 28, 2023 • 1
VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Paper • 2507.22607 • Published Jul 30, 2025 • 46
SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning Paper • 2506.21355 • Published Jun 26, 2025 • 10
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix Paper • 2505.13032 • Published May 19, 2025 • 2
CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following Paper • 2506.12285 • Published Jun 14, 2025 • 54
$μ^2$Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation Paper • 2507.00316 • Published Jun 30, 2025 • 15
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning Paper • 2507.01006 • Published Jul 1, 2025 • 249
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations Paper • 2504.13816 • Published Apr 18, 2025 • 18
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8, 2025 • 113
VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning Paper • 2410.22995 • Published Oct 30, 2024 • 3
MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities Paper • 2412.04106 • Published Dec 4, 2024 • 5