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Deep Visual Domain Adaptation: A Survey

10 February 2018

Papers citing "Deep Visual Domain Adaptation: A Survey"

50 / 736 papers shown

Title
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 62 2 0 08 Mar 2023
Guided Image-to-Image Translation by Discriminator-Generator Communication Yuanjiang Cao Lina Yao Le Pan Quan.Z Sheng Xiaojun Chang 52 1 0 07 Mar 2023
Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance Xin Gu Gautam Kamath Zhiwei Steven Wu 74 14 0 02 Mar 2023
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation G. D’Amico Mauro Marinoni F. Nesti Giulio Rossolini Giorgio Buttazzo Salvatore Sabina G. Lauro 51 18 0 28 Feb 2023
Markerless Camera-to-Robot Pose Estimation via Self-supervised Sim-to-Real Transfer Jingpei Lu Florian Richter Michael C. Yip 65 22 0 28 Feb 2023
Unsupervised Domain Adaptation via Distilled Discriminative Clustering Hui Tang Yaowei Wang Kui Jia OOD 60 44 0 23 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 129 109 0 23 Feb 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 209 9 0 21 Feb 2023
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers Melissa Hall Bobbie Chern Laura Gustafson Denisse Ventura Harshad Kulkarni Candace Ross Nicolas Usunier 63 6 0 16 Feb 2023
A Comprehensive Review and a Taxonomy of Edge Machine Learning: Requirements, Paradigms, and Techniques Wenbin Li Hakim Hacid Ebtesam Almazrouei Merouane Debbah 87 13 0 16 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 94 53 0 13 Feb 2023
Cross-Modal Fine-Tuning: Align then Refine Junhong Shen Liam Li Lucio Dery Corey Staten M. Khodak Graham Neubig Ameet Talwalkar 80 41 0 11 Feb 2023
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization Spandan Dey Md. Sahidullah G. Saha 61 12 0 10 Feb 2023
Domain Re-Modulation for Few-Shot Generative Domain Adaptation Yi Wu Ziqiang Li Chaoyue Wang Heliang Zheng Shan Zhao Bin Li Dacheng Ta 118 20 0 06 Feb 2023
A Disparity Refinement Framework for Learning-based Stereo Matching Methods in Cross-domain Setting for Laparoscopic Images Zixin Yang R. Simon Cristian A. Linte 51 2 0 05 Feb 2023
Domain Adaptation via Rebalanced Sub-domain Alignment Yi-Ling Liu Juncheng Dong Ziyang Jiang Ahmed Aloui Keyu Li Hunter Klein Vahid Tarokh David Carlson 63 2 0 03 Feb 2023
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection A. Ćiprijanović Ashia Lewis K. Pedro Sandeep Madireddy Brian D. Nord G. Perdue Stefan M. Wild 95 16 0 03 Feb 2023
Interpretations of Domain Adaptations via Layer Variational Analysis Huan-Hsin Tseng Hsin-Yi Lin Kuo-Hsuan Hung Yu Tsao FAtt 63 4 0 03 Feb 2023
Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders with Mutual Information Constraints S. Yasutomi Toshihisa Tanaka SSL DRL 30 0 0 03 Feb 2023
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Zhize Wu Changjiang Du Lekang Zou Ming Tan Tong Xu Fan-Ning Cheng Fudong Nian T. Weise 44 2 0 30 Jan 2023
Feasibility and Transferability of Transfer Learning: A Mathematical Framework Haoyang Cao Haotian Gu Xin Guo M. Rosenbaum 70 2 0 27 Jan 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph Malte Hoffmann Andrew Hoopes Douglas N. Greve Bruce Fischl Adrian Dalca MedIm 117 16 0 26 Jan 2023
Learning Good Features to Transfer Across Tasks and Domains Pierluigi Zama Ramirez Adriano Cardace Luca de Luigi A. Tonioni Samuele Salti Luigi Di Stefano OOD 82 10 0 26 Jan 2023
Semantic Segmentation Enhanced Transformer Model for Human Attention Prediction Shuo Zhang ViT 58 0 0 26 Jan 2023
Towards Estimating Transferability using Hard Subsets Tarun Ram Menta Surgan Jandial A. Patil K.U. Vimal Saketh Bachu Balaji Krishnamurthy V. Balasubramanian Chirag Agarwal Mausoom Sarkar 68 0 0 17 Jan 2023
StitchNet: Composing Neural Networks from Pre-Trained Fragments Surat Teerapittayanon Marcus Z. Comiter Bradley McDanel H. T. Kung 96 1 0 05 Jan 2023
Heterogeneous Domain Adaptation and Equipment Matching: DANN-based Alignment with Cyclic Supervision (DBACS) Natalie Gentner Gian Antonio Susto 85 2 0 03 Jan 2023
Urban Visual Intelligence: Studying Cities with AI and Street-level Imagery Zhanga Fan Arianna Salazar Miranda Fábio Duarte Lawrence J. Vale G. Hack Min Chen Yu Liu M. Batty C. Ratti 85 6 0 02 Jan 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 223 99 0 31 Dec 2022
Adversarial Virtual Exemplar Learning for Label-Frugal Satellite Image Change Detection H. Sahbi Sebastien Deschamps 50 0 0 28 Dec 2022
Image Classification with Small Datasets: Overview and Benchmark Lorenzo Brigato Björn Barz Luca Iocchi Joachim Denzler VLM 71 20 0 23 Dec 2022
Improving Automated Program Repair with Domain Adaptation Armin Zirak Hadi Hemmati 60 11 0 21 Dec 2022
An Information-Theoretic Approach to Transferability in Task Transfer Learning Yajie Bao Yongni Li Shao-Lun Huang Lin Zhang Lizhong Zheng Amir Zamir Leonidas Guibas 95 123 0 20 Dec 2022
A Probabilistic Framework for Lifelong Test-Time Adaptation Dhanajit Brahma Piyush Rai TTA 68 36 0 19 Dec 2022
Training Lightweight Graph Convolutional Networks with Phase-field Models H. Sahbi 60 0 0 19 Dec 2022
Graph Neural Network based Child Activity Recognition Sanka Mohottala Pradeepa Samarasinghe D. Kasthurirathna Charith Abhayaratne BDL GNN 71 6 0 18 Dec 2022
Solving Sample-Level Out-of-Distribution Detection on 3D Medical Images Daria Frolova A. Vasiliuk Mikhail Belyaev B. Shirokikh OOD 79 1 0 13 Dec 2022
Frugal Reinforcement-based Active Learning Sebastien Deschamps H. Sahbi 62 0 0 09 Dec 2022
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation Ibrahim Batuhan Akkaya U. Halici TTA 90 2 0 08 Dec 2022
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions Metehan Yalçin A. Kındıroglu F. Bagci Ufuk Uyan Mahiye Uluyagmur Öztürk 81 2 0 05 Dec 2022
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Ziyuan Zhao Ming Xu Peisheng Qian R. Pahwa Richard Chang 3DPC CLL 87 8 0 05 Dec 2022
Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 117 0 0 05 Dec 2022
MSV Challenge 2022: NPU-HC Speaker Verification System for Low-resource Indian Languages Yue Li Li Zhang Na Wang Jie Liu Linfu Xie 75 0 0 30 Nov 2022
1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation Daehan Kim Min-seok Seo Youngjin Jeon Dong-Geol Choi OOD 68 1 0 26 Nov 2022
Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo Retrieval Fan Yang Yang Wu Zheng Wang Wenting Chen S. Sakti Satoshi Nakamura VLM 79 26 0 26 Nov 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions Mingjiang Li Binhui Xie Shuang Li Chi Harold Liu Xinjing Cheng 91 14 0 22 Nov 2022
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Lasse Hansen Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 80 13 0 22 Nov 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 97 1 0 22 Nov 2022
Neural Dependencies Emerging from Learning Massive Categories Ruili Feng Kecheng Zheng Kai Zhu Yujun Shen Jian Zhao Yukun Huang Deli Zhao Jingren Zhou Michael I. Jordan Zhengjun Zha UQCV 26 0 0 21 Nov 2022
DSLOB: A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift Defu Cao Yousef El-Laham Loc Trinh Svitlana Vyetrenko Yang Liu 101 11 0 17 Nov 2022