FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation

8 December 2016

Judy Hoffman

Papers citing "FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation"

50 / 419 papers shown

Title
Real-Time Per-Garment Virtual Try-On with Temporal Consistency for Loose-Fitting Garments Zaiqiang Wu I-Chao Shen Takeo Igarashi 33 0 0 14 Jun 2025
Style Transfer with Diffusion Models for Synthetic-to-Real Domain Adaptation Estelle Chigot Dennis G. Wilson Meriem Ghrib Thomas Oberlin DiffM 65 0 0 22 May 2025
Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach Inder Pal Singh Enjie Ghorbel Anis Kacem Djamila Aouada 266 0 0 20 May 2025
What is the Added Value of UDA in the VFM Era? B. B. Englert Tommie Kerssies Gijs Dubbelman 107 0 0 25 Apr 2025
Context Aware Grounded Teacher for Source Free Object Detection Tajamul Ashraf Rajes Manna Partha Sarathi Purkayastha Tavaheed Tariq Janibul Bashir 116 0 0 21 Apr 2025
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection Marc-Antoine Lavoie Anas Mahmoud Steven Waslander 127 0 0 29 Mar 2025
Dur360BEV: A Real-world 360-degree Single Camera Dataset and Benchmark for Bird-Eye View Mapping in Autonomous Driving Wenke E Chao Yuan Li Li Yixin Sun Yona Falinie A. Gaus Amir Atapour-Abarghouei T. Breckon 119 0 0 02 Mar 2025
TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation Jiaqi Yang Ye Huang Jingxi Hu Xiangjian He Linlin Shen Guoping Qiu VLM 132 1 0 31 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 175 0 0 20 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 158 0 0 25 Nov 2024
ROAD-Waymo: Action Awareness at Scale for Autonomous Driving Salman Khan Izzeddin Teeti Reza Javanmard Alitappeh Mihaela C. Stoian Eleonora Giunchiglia Gurkirt Singh Andrew Bradley Fabio Cuzzolin 99 0 0 03 Nov 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 79 2 0 25 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 90 0 0 17 Oct 2024
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast Xiaoke Hao Shiyu Liu Chuanbo Feng Ye Zhu 69 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 69 1 0 24 Sep 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain Adaptation Björn Michele Alexandre Boulch Tuan-Hung Vu Gilles Puy Renaud Marlet Nicolas Courty TTA 100 1 0 06 Sep 2024
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions Taorong Liu Jing Xiao Liang Liao Chia-Wen Lin 135 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 103 4 0 29 Aug 2024
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Jeongkee Lim Yusung Kim 124 3 0 05 Aug 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 107 8 0 18 Jul 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions Sohyun Lee Nam-Won Kim Sungyeon Kim Suha Kwak 152 2 0 18 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 118 11 0 11 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 91 3 0 07 Jul 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jian Song Hongruixuan Chen Weihao Xuan Junshi Xia Naoto Yokoya 64 4 0 26 Jun 2024
AD-Aligning: Emulating Human-like Generalization for Cognitive Domain Adaptation in Deep Learning Zhuoying Li Bohua Wan Cong Mu Ruzhang Zhao Shushan Qiu Chao Yan 106 15 0 15 May 2024
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 106 17 0 25 Apr 2024
Domain adaptive pose estimation via multi-level alignment Yugan Chen Lin Zhao Yalong Xu Honglei Zu Xiaoqi An Guangyu Li OOD 92 0 0 23 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 85 1 0 04 Apr 2024
Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 94 25 0 19 Mar 2024
OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation Seungbeom Woo Geonwoo Baek Taehoon Kim Jaemin Na Joong-won Hwang Wonjun Hwang 97 0 0 18 Mar 2024
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery Jingru Zhu Ya Guo Geng Sun Liang Hong Jie Chen 76 3 0 06 Mar 2024
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation Haoyu Xie Changqi Wang Jian-jun Zhao Yang Liu Jun Dan Chong Fu Baigui Sun SSL 108 11 0 28 Feb 2024
ConvLoRA and AdaBN based Domain Adaptation via Self-Training Sidra Aleem J. Dietlmeier Eric Arazo Suzanne Little 57 10 0 07 Feb 2024
We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline Simar Kareer Vivek Vijaykumar Harsh Maheshwari Prithvijit Chattopadhyay Judy Hoffman Viraj Prabhu 86 2 0 01 Feb 2024
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining Jiahao Nie Yun Xing Gongjie Zhang Pei Yan Aoran Xiao Yap-Peng Tan Alex C. Kot Shijian Lu 87 8 0 16 Jan 2024
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations Serban Stan Mohammad Rostami OOD CLL 70 0 0 02 Jan 2024
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation Dong Zhao Rui Yang Shuang Wang Qi Zang Yang Hu Licheng Jiao N. Sebe Zhun Zhong 95 6 0 11 Dec 2023
GenDepth: Generalizing Monocular Depth Estimation for Arbitrary Camera Parameters via Ground Plane Embedding Karlo Koledić Luka V. Petrović Ivan Petrović Ivan Marković MDE 111 1 0 10 Dec 2023
Proposal-Level Unsupervised Domain Adaptation for Open World Unbiased Detector Xuanyi Liu Zhongqi Yue Xian-Sheng Hua 115 0 0 04 Nov 2023
DUSA: Decoupled Unsupervised Sim2Real Adaptation for Vehicle-to-Everything Collaborative Perception Xianghao Kong Wentao Jiang Jinrang Jia Yifeng Shi Runsheng Xu Sishuo Liu 98 12 0 12 Oct 2023
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Hye-Seong Hong Abhishek Kumar Dong-Gyu Lee AAML 80 5 0 11 Oct 2023
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation Jingyi Pan Sihang Li Yucheng Chen Jinjin Zhu Lin Wang 58 2 0 07 Oct 2023
WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection T. Tsou Tsung-Han Wu Winston H. Hsu 84 0 0 05 Oct 2023
Improved Crop and Weed Detection with Diverse Data Ensemble Learning Muhammad Asad Saeed Anwar Abdul Bais 66 5 0 02 Oct 2023
Towards Robust Robot 3D Perception in Urban Environments: The UT Campus Object Dataset Arthur Zhang Chaitanya Eranki C. Zhang Ji-Hwan Park Raymond Hong ... L. Kalyanaraman Arsh Gamare Arnav Bagad M. Esteva Joydeep Biswas 3DPC 77 13 0 24 Sep 2023
Multi-modal Domain Adaptation for REG via Relation Transfer Yifan Ding Liqiang Wang Boqing Gong 71 0 0 23 Sep 2023
Diffusion-based Image Translation with Label Guidance for Domain Adaptive Semantic Segmentation Duo Peng Ping Hu Qiuhong Ke Jing Liu DiffM 83 21 0 23 Aug 2023
Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources J. Willard C. Varadharajan X. Jia Vipin Kumar AI4TS 83 4 0 18 Aug 2023
Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment Ji Zhang Xiao-Jun Wu Zhi-Qi Cheng Qin He Wei Li 76 5 0 16 Aug 2023
Look at the Neighbor: Distortion-aware Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Xueye Zheng Tianbo Pan Yuan Luo Lin Wang 63 28 0 10 Aug 2023