Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation

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Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion

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Labeled-to-unlabeled distribution alignment for partially-supervised multi-organ medical image segmentation

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Merging Context Clustering with Visual State Space Models for Medical Image Segmentation

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A Recover-then-Discriminate Framework for Robust Anomaly Detection

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BoNuS: Boundary Mining for Nuclei Segmentation with Partial Point Labels

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Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator

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Vessel-promoted OCT to OCTA image translation by heuristic contextual constraints

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Aligning Medical Images with General Knowledge from Large Language Models

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Augmented FCN: Rethinking Context Modeling for Semantic Segmentation

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CAE-GReaT: Convolutional-Auxiliary Efficient Graph Reasoning Transformer for Dense Image Predictions

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Centralized Feature Pyramid for Object Detection

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Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation

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CrossNet: Cross-scene Background Subtraction Network via 3D Optical Flow

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FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation

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Learning to Reduce Information Bottleneck for Object Detection in Aerial Images

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Transformer-Auxiliary Neural Networks for Image Manipulation Localization by Operator Inductions

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预训练驱动的多模态边界感知视觉Transformer

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Discrepancy-Guided Reconstruction Learning for Image Forgery Detection

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Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation

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Semantic Scene Completion with Cleaner Self

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Unabridged adjacent modulation for clothing parsing

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Graph Reasoning Transformer for Image Parsing

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Rethinking the Reference-based Distinctive Image Captioning

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Self-Regulation for Semantic Segmentation

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Recursive Discriminative Subspace Learning with ℓ₁ -Norm Distance Constraint

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Causal intervention for weakly-supervised semantic segmentation

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Feature Pyramid Transformer

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Rethinking the bottom-up framework for query-based video localization

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Cascaded and Dual: Discrimination Oriented Network for Brain Tumor Classification

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