Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings

25 November 2020

Papers citing "Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings"

25 / 25 papers shown

Title
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Hye-Seong Hong Abhishek Kumar Dong-Gyu Lee AAML 24 5 0 11 Oct 2023
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning Yihong Cao Hui Zhang Xiao-Qiang Lu Zhen Xiao Kailun Yang Yaonan Wang 24 7 0 02 Jun 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 28 31 0 24 Apr 2023
Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation B. Prasanna Sunandini Sanyal R. Venkatesh Babu CLL 26 4 0 15 Apr 2023
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Xueye Zheng Jinjing Zhu Yexin Liu Zidong Cao Chong Fu Lin Wang MDE 29 33 0 25 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 29 50 0 13 Feb 2023
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation Elena Camuffo Umberto Michieli Simone Milani 3DPC 24 4 0 26 Jan 2023
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 24 0 0 29 Dec 2022
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Kyusik Cho Suhyeon Lee Hongje Seong Euntai Kim 22 5 0 04 Nov 2022
Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing Aliaksei L. Petsiuk Harnoor Singh Himanshu Dadhwal Joshua M. Pearce 25 5 0 14 Oct 2022
Subtype-Aware Dynamic Unsupervised Domain Adaptation Xiaofeng Liu Fangxu Xing Jane You Jun Lu C.-C. Jay Kuo G. El Fakhri Jonghye Woo OOD 39 6 0 16 Aug 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 27 11 0 04 Aug 2022
Federated Semi-Supervised Learning with Prototypical Networks Woojun Kim Keondo Park Kihyuk Sohn Raphael Shu Hyung-Sin Kim FedML 18 11 0 27 May 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation Huan-ang Gao Jichang Guo Guoli Wang Qian Zhang 24 63 0 02 May 2022
Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation Donald Shenaj F. Barbato Umberto Michieli Pietro Zanuttigh CLL 31 16 0 18 Jan 2022
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 65 40 0 06 Dec 2021
Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization Junhao Yan Woonsok Lee OOD 10 1 0 14 Oct 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 31 123 0 25 Aug 2021
Road Scenes Segmentation Across Different Domains by Disentangling Latent Representations F. Barbato Umberto Michieli Marco Toldo Pietro Zanuttigh 23 8 0 06 Aug 2021
Cross-domain Contrastive Learning for Unsupervised Domain Adaptation Rui Wang Zuxuan Wu Zejia Weng Jingjing Chen Guo-Jun Qi Yu-Gang Jiang 21 158 0 10 Jun 2021
Prototype Guided Federated Learning of Visual Feature Representations Umberto Michieli Mete Ozay FedML 13 37 0 19 May 2021
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation F. Barbato Marco Toldo Umberto Michieli Pietro Zanuttigh 25 20 0 06 Apr 2021
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations Umberto Michieli Pietro Zanuttigh CLL 38 138 0 10 Mar 2021
Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning Lei Tian Yongqiang Tang Liangchen Hu Zhida Ren Wensheng Zhang 33 62 0 20 Mar 2020
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 230 789 0 26 Aug 2019