Making Dialogue Grounding Data Rich: A Three-Tier Data Synthesis Framework for Generalized Referring Expression Comprehension Paper • 2512.02791 • Published 9 days ago • 1
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? Paper • 2411.03670 • Published Nov 6, 2024
Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA Paper • 2312.17670 • Published Dec 29, 2023
Medal S: Spatio-Textual Prompt Model for Medical Segmentation Paper • 2511.13001 • Published 24 days ago • 1
Seeing the Forest and the Trees: Query-Aware Tokenizer for Long-Video Multimodal Language Models Paper • 2511.11910 • Published 27 days ago • 35
Large Language Models Do NOT Really Know What They Don't Know Paper • 2510.09033 • Published Oct 10 • 16
Scaling Language-Centric Omnimodal Representation Learning Paper • 2510.11693 • Published Oct 13 • 100
Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications Paper • 2508.00669 • Published Aug 1
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
EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis Paper • 2505.23601 • Published May 29
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs Paper • 2504.06897 • Published Apr 9 • 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 • 46
SMMILE: An Expert-Driven Benchmark for Multimodal Medical In-Context Learning Paper • 2506.21355 • Published Jun 26 • 10
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix Paper • 2505.13032 • Published May 19 • 2
CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following Paper • 2506.12285 • Published Jun 14 • 53
$μ^2$Tokenizer: Differentiable Multi-Scale Multi-Modal Tokenizer for Radiology Report Generation Paper • 2507.00316 • Published Jun 30 • 15
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations Paper • 2504.13816 • Published Apr 18 • 18
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8 • 114