Learning with Noisy Labels through Learnable Weighting and Centroid Similarity Mar 16, 2023 Autonomous Driving Learning with noisy labels
Code Code Available Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks Sep 3, 2020 3D Reconstruction Medical Diagnosis
Code Code Available Utilising physics-guided deep learning to overcome data scarcity Nov 24, 2022 Deep Learning Medical Diagnosis
Code Code Available Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges Mar 24, 2023 Adversarial Attack Medical Diagnosis
Code Code Available High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks Mar 21, 2017 Breast Cancer Detection Medical Diagnosis
Code Code Available Histopathological Image Analysis with Style-Augmented Feature Domain Mixing for Improved Generalization Oct 31, 2023 Data Augmentation Domain Generalization
Code Code Available Dynamic Multimodal Information Bottleneck for Multimodality Classification Nov 2, 2023 Classification Diagnostic
Code Code Available Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense Oct 1, 2023 Backdoor Attack Medical Diagnosis
Code Code Available D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation Aug 14, 2019 Decoder Image Segmentation
Code Code Available CausalLP: Learning causal relations with weighted knowledge graph link prediction Apr 23, 2024 Causal Discovery Graph Embedding
Code Code Available Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure Aug 27, 2021 BIG-bench Machine Learning Decision Making
Code Code Available RuCCoD: Towards Automated ICD Coding in Russian Feb 28, 2025 Medical Diagnosis RAG
Code Code Available Instant Uncertainty Calibration of NeRFs Using a Meta-Calibrator Dec 4, 2023 Image Reconstruction Medical Diagnosis
Code Code Available Calibrated Structured Prediction Dec 1, 2015 Medical Diagnosis Optical Character Recognition
Code Code Available MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report Oct 21, 2024 Diagnostic Medical Diagnosis
Code Code Available Task-agnostic Out-of-Distribution Detection Using Kernel Density Estimation Jun 18, 2020 Autonomous Driving Classification
Code Code Available Variational Approach for Capsule Video Frame Interpolation Nov 6, 2018 Medical Diagnosis Motion Estimation
Code Code Available Counterfactual Mean Embeddings May 22, 2018 Causal Inference counterfactual
Code Code Available Counterfactual diagnosis Oct 15, 2019 BIG-bench Machine Learning counterfactual
Code Code Available Tractable Function-Space Variational Inference in Bayesian Neural Networks Dec 28, 2023 Bayesian Inference Medical Diagnosis
Code Code Available Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels Nov 24, 2022 Federated Learning Medical Diagnosis
Code Code Available Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs Feb 8, 2022 Decision Making Disease Prediction
Code Code Available Multi-layer Representation Learning for Medical Concepts Feb 17, 2016 Document Classification Machine Translation
Code Code Available DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep Networks Jun 7, 2019 Autonomous Driving Bayesian Inference
Code Code Available Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy Jun 10, 2023 Diagnostic Domain Generalization
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