Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation	Cheng Ouyang, Carlo Biffi, Chen Chen	2020	arxiv 2007.09886
FibeR-CNN: Expanding Mask R-CNN to Improve Image-Based Fiber Analysis	Max Frei, Frank Einar Kruis	2020	arxiv 2006.04552
Weakly Supervised Instance Segmentation by Deep Community Learning	Jaedong Hwang, Seohyun Kim, Jeany Son	2020	arxiv 2001.11207
Visual Transformers: Token-based Image Representation and Processing for Computer Vision	Bichen Wu, Chenfeng Xu, Xiaoliang Dai	2020	arxiv 2006.03677
Single-shot Path Integrated Panoptic Segmentation	Sukjun Hwang, Seoung Wug Oh, Seon Joo Kim	2020	arxiv 2012.01632
Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigation	Hugues Thomas, Ben Agro, Mona Gridseth	2020	arxiv 2012.05897
Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline	Beibin Li, Ezgi Mercan, Sachin Mehta	2020	arxiv 2012.06136
Deep Visual Domain Adaptation	Gabriela Csurka	2020	arxiv 2012.14176
Segmentation of skin lesions and their attributes using Generative Adversarial Networks	Cristian Lazo	2021	arxiv 2102.00169
Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually Impaired	Wei Mao, Jiaming Zhang, Kailun Yang	2021	arxiv 2103.04128
Uncertainty-guided Model Generalization to Unseen Domains	Fengchun Qiao, Xi Peng	2021	arxiv 2103.07531
Pixel-wise Anomaly Detection in Complex Driving Scenes	Giancarlo Di Biase, Hermann Blum, Roland Siegwart	2021	arxiv 2103.05445
Taskology: Utilizing Task Relations at Scale	Yao Lu, Sören Pirk, Jan Dlabal	2020	arxiv 2005.07289
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning	Riccardo Volpi, Diane Larlus, Grégory Rogez	2020	arxiv 2012.04324
MPASNET: Motion Prior-Aware Siamese Network for Unsupervised Deep Crowd Segmentation in Video Scenes	Jinhai Yang, Hua Yang	2021	arxiv 2101.08609
Unbalanced Feature Transport for Exemplar-based Image Translation	Fangneng Zhan, Yingchen Yu, Kaiwen Cui	2021	arxiv 2106.10482
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos	Negin Ghamsarian, Mario Taschwer, Doris Putzgruber-Adamitsch	2021	arxiv 2107.00875
AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-Center LGE MRIs	Lei Li, Veronika A. Zimmer, Julia A. Schnabel	2021	arxiv 2106.08727
Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA Images	Marin Benčević, Marija Habijan, Irena Galić	2022	arxiv 2206.10294
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound	Sarina Thomas, Andrew Gilbert, Guy Ben-Yosef	2022	arxiv 2207.02549

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