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Papers
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
EMNLP 2024
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
WACV 2024
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology
WACV 2024
See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning
EMNLP 2024
Self-Supervised Edge Detection Reconstruction for Topology-Informed 3D Axon Segmentation and Centerline Detection
WACV 2024
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology
CVPR 2024
Skip-GANomaly++: Skip Connections and Residual Blocks for Anomaly Detection (Student Abstract)
AAAI 2024
Sm: enhanced localization in Multiple Instance Learning for medical imaging classification
NeurIPS 2024
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency
ICLR 2024
Structure-Aware Sparse-View X-ray 3D Reconstruction
CVPR 2024
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation
AAAI 2024
Targeted Activation Penalties Help CNNs Ignore Spurious Signals
AAAI 2024
Task-Driven Wavelets using Constrained Empirical Risk Minimization
CVPR 2024
TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis
NAACL 2024
Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration
AAAI 2024
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images
ICLR 2024
TMFormer: Token Merging Transformer for Brain Tumor Segmentation with Missing Modalities
AAAI 2024
TM-PATHVQA: 90000+ Textless Multilingual Questions for Medical Visual Question Answering
Interspeech 2024
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images
CVPR 2024
Toward a Well-Calibrated Discrimination via Survival Outcome-Aware Contrastive Learning
NeurIPS 2024
Towards Automatic Power Battery Detection: New Challenge Benchmark Dataset and Baseline
CVPR 2024
Towards Generalizable Tumor Synthesis
CVPR 2024
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
EMNLP 2024
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability
AAAI 2024
TSESNet: Temporal-Spatial Enhanced Breast Tumor Segmentation in DCE-MRI Using Feature Perception and Separability
IJCAI 2024