Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

16 December 2016

Konstantinos Bousmalis

Papers citing "Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks"

50 / 729 papers shown

Title
Meta Input: How to Leverage Off-the-Shelf Deep Neural Networks Minsu Kim Youngjoon Yu Sungjune Park Y. Ro OOD 13 0 0 21 Oct 2022
NeRF2Real: Sim2real Transfer of Vision-guided Bipedal Motion Skills using Neural Radiance Fields Arunkumar Byravan Jan Humplik Leonard Hasenclever Arthur Brussee F. Nori ... Ben Moran Steven Bohez Fereshteh Sadeghi Bojan Vujatovic N. Heess 56 53 0 10 Oct 2022
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network L. Gan Connor T. Lee Soon-Jo Chung 29 15 0 09 Oct 2022
3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models Ziyi Chang G. Koulieris Hubert P. H. Shum 23 3 0 09 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 37 100 0 09 Oct 2022
Physics-Constrained Neural Network for Design and Feature-Based Optimization of Weave Architectures Haotian Feng Sabari Subramaniyan H. Tewani P. Prabhakar AI4CE 22 4 0 19 Sep 2022
Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition Thanh-Dat Truong C. Duong Ngan Le Marios Savvides Khoa Luu CVBM 72 9 0 11 Sep 2022
Sim-to-Real Transfer of Robotic Assembly with Visual Inputs Using CycleGAN and Force Control C. Yuan Yunlei Shi Qian Feng Chunyang Chang Zhaopeng Chen Alois C. Knoll Jianwei Zhang 26 8 0 30 Aug 2022
Unsupervised Structure-Consistent Image-to-Image Translation Shima Shahfar Charalambos (Charis) Poullis 22 0 0 24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 40 113 0 24 Aug 2022
Consistency Regularization for Domain Adaptation K. Koh Basura Fernando 17 3 0 23 Aug 2022
Multimodal Across Domains Gaze Target Detection Francesco Tonini Cigdem Beyan Elisa Ricci 3DPC 20 20 0 23 Aug 2022
Domain Camera Adaptation and Collaborative Multiple Feature Clustering for Unsupervised Person Re-ID Yuanpeng Tu 14 1 0 18 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh G. El Fakhri Je-Won Kang Jonghye Woo OOD 35 191 0 15 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
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 39 26 0 27 Jul 2022
MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation Tarun Kalluri Astuti Sharma Manmohan Chandraker 20 18 0 25 Jul 2022
Sparse-based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction Huaying Hao C. Xu Dan Zhang Qifeng Yan Jiong Zhang Yue Liu Yitian Zhao 16 11 0 25 Jul 2022
Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection Do mirae Seogkyu Jeon Pilhyeon Lee Kibeom Hong Yuseung Ma H. Byun 19 5 0 20 Jul 2022
Domain Gap Estimation for Source Free Unsupervised Domain Adaptation with Many Classifiers Ziyang Zong Jun He Lei Zhang Hai-quan Huan 24 4 0 12 Jul 2022
Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Yuan Yao Fengze Liu Zongwei Zhou Yan Wang Wei Shen Alan L. Yuille Yongyi Lu OOD 16 9 0 06 Jul 2022
TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation Xiaomin Li Anne H. H. Ngu V. Metsis MedIm 32 31 0 28 Jun 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Julian Gebele Bonifaz Stuhr Johann Haselberger 21 12 0 16 Jun 2022
Slimmable Domain Adaptation Rang Meng Weijie Chen Shicai Yang Jie Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Mingli Song Yueting Zhuang 26 12 0 14 Jun 2022
Learning Domain Adaptive Object Detection with Probabilistic Teacher Meilin Chen Weijie Chen Shicai Yang Jie Song Xinchao Wang ... Yunfeng Yan Donglian Qi Yueting Zhuang Di Xie Shiliang Pu 54 74 0 13 Jun 2022
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Liang Liao Wenyi Chen Jing Xiao Z. Wang Chia-Wen Lin Shiníchi Satoh DiffM 27 24 0 10 Jun 2022
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection Chaoqi Chen Jiongcheng Li Hong-Yu Zhou Xiaoguang Han Yue Huang Xinghao Ding Yizhou Yu 19 40 0 06 Jun 2022
Variational Transfer Learning using Cross-Domain Latent Modulation Jinyong Hou Jeremiah D. Deng Stephen Cranefield Xuejie Din DRL 25 1 0 31 May 2022
CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement Can Zhang G. Lee 50 3 0 26 May 2022
Swapping Semantic Contents for Mixing Images Rémy Sun Clément Masson Gilles Hénaff Nicolas Thome Matthieu Cord 10 2 0 20 May 2022
Unsupervised Structure-Texture Separation Network for Oracle Character Recognition Mei Wang Weihong Deng Chenguang Liu 56 25 0 13 May 2022
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration Henna Kokkonen Lauri Lovén Naser Hossein Motlagh Abhishek Kumar Juha Partala ... M. Bennis Sasu Tarkoma Schahram Dustdar Susanna Pirttikangas J. Riekki 25 26 0 03 May 2022
Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data Hongwei Zhang Shuo Shao M. Tao X. Bi Khaled B. Letaief 16 126 0 30 Apr 2022
Controlled Generation of Unseen Faults for Partial and Open-Partial Domain Adaptation Katharina Rombach Gabriel Michau Prof. Dr. Olga Fink AI4CE 25 31 0 29 Apr 2022
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation A. Saporta Arthur Douillard Tuan-Hung Vu Patrick Pérez Matthieu Cord CLL 25 21 0 25 Apr 2022
One-Shot Domain-Adaptive Imitation Learning via Progressive Learning Dandan Zhang Wen Fan John Lloyd Chenguang Yang Nathan Lepora 25 17 0 24 Apr 2022
ChildPredictor: A Child Face Prediction Framework with Disentangled Learning Yuzhi Zhao L. Po Xuehui Wang Qiong Yan Wei Shen ... C. Wong Chiu-Sing Pang Weifeng Ou W. Yu Buhua Liu CVBM 13 7 0 21 Apr 2022
Learning Compositional Representations for Effective Low-Shot Generalization Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 25 3 0 17 Apr 2022
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection Jiaxi Wu Jiaxin Chen Meng He Yiru Wang Bo-wen Li Bingqi Ma Weihao Gan Wei Wu Yali Wang Di Huang 21 27 0 17 Apr 2022
Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation Jin Yuan Feng Hou Yangzhou Du Zhongchao Shi Xin Geng Jianping Fan Yong Rui SSL OOD 20 19 0 08 Apr 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation Xinyue Huo Lingxi Xie Hengtong Hu Wen-gang Zhou Houqiang Li Qi Tian 13 29 0 06 Apr 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Dimitrios Sykas Maria Sdraka Dimitrios Zografakis Ioannis Papoutsis 17 36 0 02 Apr 2022
Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 30 14 0 30 Mar 2022
Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation Gu Wang Fabian Manhardt Xingyu Liu Xiangyang Ji F. Tombari SSL 16 58 0 19 Mar 2022
Synthetic-to-Real Domain Adaptation using Contrastive Unpaired Translation Benedikt T. Imbusch Max Schwarz Sven Behnke 18 11 0 17 Mar 2022
Learning for Robot Decision Making under Distribution Shift: A Survey Abhishek Paudel OOD OffRL 28 5 0 14 Mar 2022
From Big to Small: Adaptive Learning to Partial-Set Domains Zhangjie Cao Kaichao You Ziyang Zhang Jianmin Wang Mingsheng Long CLL 8 23 0 14 Mar 2022
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Seunghun Lee Wonhyeok Choi Changjae Kim Minwoo Choi Sunghoon Im 31 19 0 14 Mar 2022
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions George Eskandar Robert A. Marsden Pavithran Pandiyan Mario Döbler Karim Guirguis B. Yang 28 7 0 07 Mar 2022
Weakly Supervised Learning of Keypoints for 6D Object Pose Estimation Meng Tian G. Lee 3DPC 13 0 0 07 Mar 2022