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Semantic Segmentation

1620 directly classified papers

Papers per year

Papers

CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation MIDL 2021
Learning Debiased and Disentangled Representations for Semantic Segmentation NIPS 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers NIPS 2021
Predictive Feature Learning for Future Segmentation Prediction ICCV 2021
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation AAAI 2021
Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation AAAI 2021
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer AAAI 2021
Improving Gradient Flow with Unrolled Highway Expectation Maximization AAAI 2021
Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation AAAI 2021
Few-Shot Segmentation via Cycle-Consistent Transformer NIPS 2021
Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning NIPS 2021
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation NIPS 2021
Understanding and Visualizing Generalization in UNets MIDL 2021
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! MIDL 2021
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation ICCV 2021
FaPN: Feature-Aligned Pyramid Network for Dense Image Prediction ICCV 2021
Weakly Supervised Instance Segmentation for Videos With Temporal Mask Consistency CVPR 2021
Bottleneck Identification to Semantic Segmentation of Industrial 3D Point Cloud Scene via Deep Learning IJCAI 2021
Segmenting Transparent Objects in the Wild with Transformer IJCAI 2021
Planar Surface Reconstruction From Sparse Views ICCV 2021
VSPW: A Large-scale Dataset for Video Scene Parsing in the Wild CVPR 2021
Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation ICCV 2021
Weakly Supervised Segmentation of Small Buildings With Point Labels ICCV 2021
Hierarchical Semantic Segmentation using Psychometric Learning ACML 2021
Progressive Semantic Segmentation CVPR 2021