Learning to Adapt Structured Output Space for Semantic Segmentation

28 February 2018

Ming-Hsuan Yang

Papers citing "Learning to Adapt Structured Output Space for Semantic Segmentation"

50 / 752 papers shown

Title
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior Jorge Quesada Chen Zhou Prithwijit Chowdhury Mohammad Alotaibi Ahmad Mustafa Yusufjon Kumamnov M. Prabhushankar Ghassan AlRegib AI4CE 39 0 0 13 May 2025
Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation Seokjun Kwon Jeongmin Shin Namil Kim Soonmin Hwang Yukyung Choi 31 0 0 11 May 2025
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation Binbin Wei Yuhang Zhang Shishun Tian Muxin Liao Wei Li Wenbin Zou MDE 36 0 0 11 May 2025
DAM-Net: Domain Adaptation Network with Micro-Labeled Fine-Tuning for Change Detection H. Chen Xin Xu Fangling Pu 35 0 0 18 Apr 2025
Securing the Skies: A Comprehensive Survey on Anti-UAV Methods, Benchmarking, and Future Directions Yifei Dong Fengyi Wu Sanjian Zhang Guangyu Chen Yuzhi Hu ... Jingdong Sun Siyu Huang Feng Liu Qi Dai Zhi-Qi Cheng 41 0 0 16 Apr 2025
EventFly: Event Camera Perception from Ground to the Sky Lingdong Kong Dongyue Lu Xiang Xu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau 45 0 0 25 Mar 2025
SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain Adaptation Sachin Verma Frank Lindseth Gabriel Kiss 55 0 0 11 Mar 2025
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation Ding Zhong Xu Zheng Chenfei Liao Yuanhuiyi Lyu Jialei Chen Shengyang Wu Linfeng Zhang Xuming Hu VLM 55 4 0 10 Mar 2025
Partially Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation Lei Zhu Yanyu Xu Huazhu Fu Xinxing Xu Rick Siow Mong Goh Yong Liu 38 0 0 07 Mar 2025
MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models Jia-Xuan Jiang Wenhui Lei Yifeng Wu Hongtao Wu Furong Li Yining Xie Xiaofan Zhang Z. Wang MedIm 34 0 0 02 Mar 2025
M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation B. Shirokikh Anvar Kurmukov Mariia Donskova Valentin Samokhin Mikhail Belyaev Ivan V. Oseledets OOD 39 0 0 24 Feb 2025
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing Shutong Zhang 37 0 0 15 Feb 2025
BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response Hongruixuan Chen Jian Song Olivier Dietrich Clifford Broni-Bediako Weihao Xuan ... Yimin Wei J. Xia Cuiling Lan Konrad Schindler Naoto Yokoya 85 5 0 10 Jan 2025
Audiopedia: Audio QA with Knowledge Abhirama Subramanyam Penamakuri Kiran Chhatre Akshat Jain KELM AuLLM RALM 53 0 0 31 Dec 2024
TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation Jiaqi Yang Ye Huang Jingxi Hu Xiangjian He Linlin Shen Guoping Qiu VLM 55 1 0 31 Dec 2024
WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation Chenghao Qian Yuhu Guo Yuhong Mo Wenjing Li DiffM 35 2 0 31 Dec 2024
Leveraging Contrastive Learning for Semantic Segmentation with Consistent Labels Across Varying Appearances Javier Montalvo Roberto Alcover-Couso Pablo Carballeira Álvaro García-Martín Juan C. Sanmiguel Marcos Escudero-Viñolo 72 0 0 21 Dec 2024
CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures Kushagra Srivastava Damodar Datta Kancharla Rizvi Tahereen P. Ramancharla Ravi Kiran Sarvadevabhatla Harikumar Kandath 70 0 0 20 Dec 2024
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation Jaehyun Choi Junwon Ko Dong-Jae Lee Junmo Kim VLM 70 0 0 03 Dec 2024
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models Manuel Schwonberg Claus Werner Hanno Gottschalk Carsten Meyer VLM 90 0 0 25 Nov 2024
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model Shuchang Lyu Qi Zhao Guangliang Cheng Yiwei He Zheng Zhou Guangbiao Wang Zhenwei Shi 31 0 0 08 Nov 2024
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation Ruihao Xia Yu Liang Peng-Tao Jiang H. Zhang Bo-wen Li Yang Tang Pan Zhou DiffM VLM 31 1 0 29 Oct 2024
Domain Adaptation with a Single Vision-Language Embedding Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 23 0 0 28 Oct 2024
Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation Yao Wu Mingwei Xing Yachao Zhang Yuan Xie Yanyun Qu 18 1 0 25 Oct 2024
Feature Augmentation based Test-Time Adaptation Y. Cho Youngrae Kim Junho Yoon Seunghoon Hong Dongman Lee TPM TTA 32 0 0 18 Oct 2024
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning Guibin Zhang Haonan Dong Yuchen Zhang Zhixun Li Dingshuo Chen Kai Wang Tianlong Chen Yuxuan Liang Dawei Cheng Kun Wang 32 3 0 17 Oct 2024
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Bin Wang Fei Deng Shuang Wang Wen Luo Zhixuan Zhang Gulan Zhang Peifan Jiang SSL 19 0 0 17 Oct 2024
Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Mengxi Wu Hao Huang Yi Fang Mohammad Rostami 24 0 0 03 Oct 2024
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast Xiaoke Hao Shiyu Liu Chuanbo Feng Ye Zhu 28 0 0 27 Sep 2024
Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks Roberto Alcover-Couso Juan C. Sanmiguel Marcos Escudero-Viñolo Jose M. Martínez FedML MoMe 25 1 0 24 Sep 2024
Window-based Channel Attention for Wavelet-enhanced Learned Image Compression Heng Xu Bowen Hai Yushun Tang Zhihai He 18 0 0 21 Sep 2024
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation Qiyuan Wang Shang Zhao Zikang Xu S Kevin Zhou 28 0 0 14 Sep 2024
Collaborative Learning for Enhanced Unsupervised Domain Adaptation Minhee Cho Hyesong Choi Hayeon Jo Dongbo Min 27 1 0 04 Sep 2024
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions Taorong Liu Jing Xiao Liang Liao Chia-Wen Lin 27 0 0 02 Sep 2024
MV-Match: Multi-View Matching for Domain-Adaptive Identification of Plant Nutrient Deficiencies Jinhui Yi Yanan Luo Marion Deichmann Gabriel Schaaf Juergen Gall 28 0 0 02 Sep 2024
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation Linyan Yang Lukas Hoyer Mark Weber Tobias Fischer Dengxin Dai Laura Leal-Taixé Marc Pollefeys Daniel Cremers Luc Van Gool MDE 32 3 0 29 Aug 2024
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Haifan Gong Yitao Wang Yihan Wang Jiashun Xiao Xiang Wan Haofeng Li MedIm 36 2 0 12 Aug 2024
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Jeongkee Lim Yusung Kim 41 2 0 05 Aug 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 38 0 0 24 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 47 1 0 22 Jul 2024
Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection Kwanyong Park Kuniaki Saito Donghyun Kim VLM CoGe 53 0 0 21 Jul 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 50 5 0 18 Jul 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions Sohyun Lee Nam-Won Kim Sungyeon Kim Suha Kwak 37 2 0 18 Jul 2024
Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models Yuchen Yang Kwonjoon Lee Behzad Dariush Yinzhi Cao Shao-Yuan Lo LRM 34 12 0 14 Jul 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation Zhilin Zhu Xiaopeng Hong Zhiheng Ma Weijun Zhuang Yaohui Ma Yong Dai Yaowei Wang CLL TTA 35 2 0 12 Jul 2024
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Yu Tian Congcong Wen Min Shi Muhammad Muneeb Afzal Hao Huang Muhammad Osama Khan Yan Luo Yi Fang Mengyu Wang OOD 36 7 0 11 Jul 2024
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation Qixiang Zhang Haonan Wang X. Li 39 0 0 10 Jul 2024
RHRSegNet: Relighting High-Resolution Night-Time Semantic Segmentation Sarah Elmahdy Rodaina Hebishy Ali Hamdi SSeg 38 0 0 08 Jul 2024
Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model Danni Yang Ruohan Dong Jiayi Ji Yiwei Ma Haowei Wang Xiaoshuai Sun Rongrong Ji 44 3 0 07 Jul 2024
Relative Difficulty Distillation for Semantic Segmentation Dong Liang Yue Sun Yun Du Songcan Chen Sheng-Jun Huang 31 3 0 04 Jul 2024