Deep Visual Domain Adaptation

28 December 2020

Papers citing "Deep Visual Domain Adaptation"

50 / 120 papers shown

Title
Resilience in Knowledge Graph Embeddings Arnab Sharma N'Dah Jean Kouagou A. Ngomo 26 0 0 28 Oct 2024
Frugal Satellite Image Change Detection with Deep-Net Inversion H. Sahbi Sebastien Deschamps 26 0 0 26 Sep 2023
The TYC Dataset for Understanding Instance-Level Semantics and Motions of Cells in Microstructures Christoph Reich Tim Prangemeier Heinz Koeppl 23 0 0 23 Aug 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng R. Li FaML AI4TS 31 2 0 23 Aug 2023
Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification Meng Zhou A. Jamzad J. Izard A. Menard R. Siemens P. Mousavi MedIm 43 0 0 02 Jul 2023
Graph Structure and Feature Extrapolation for Out-of-Distribution Generalization Xiner Li Shurui Gui Youzhi Luo Shuiwang Ji OODD OOD 20 10 0 13 Jun 2023
Federated Learning under Covariate Shifts with Generalization Guarantees Ali Ramezani-Kebrya Fanghui Liu Thomas Pethick Grigorios G. Chrysos V. Cevher FedML OOD 15 6 0 08 Jun 2023
Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization Shurui Gui Meng Liu Xiner Li Youzhi Luo Shuiwang Ji CML OOD 23 24 0 01 Jun 2023
Building Manufacturing Deep Learning Models with Minimal and Imbalanced Training Data Using Domain Adaptation and Data Augmentation A. Li Elisa Bertino Rih-Teng Wu Ting Wu 18 4 0 31 May 2023
Feasibility of Transfer Learning: A Mathematical Framework Haoyang Cao Haotian Gu Xin Guo 15 4 0 22 May 2023
A Multi-modal Approach to Single-modal Visual Place Classification Tomoya Iwasaki Kanji Tanaka Kenta Tsukahara 14 0 0 10 May 2023
Synthetic Datasets for Autonomous Driving: A Survey Zhihang Song Zimin He Xingyu Li Q. Ma RuiBo Ming ... Huaxin Pei Lihui Peng Jianming Hu D. Yao Yan Zhang 31 38 0 24 Apr 2023
Semantic-Aware Mixup for Domain Generalization C. Xu Xinmei Tian AAML 10 2 0 12 Apr 2023
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Deepti Hegde Jeya Maria Jose Valanarasu Vishal M. Patel CLIP 32 65 0 20 Mar 2023
Finding Competence Regions in Domain Generalization Jens Müller Stefan T. Radev R. Schmier Felix Dräxler Carsten Rother Ullrich Kothe 14 4 0 17 Mar 2023
Meta-learning approaches for few-shot learning: A survey of recent advances Hassan Gharoun Fereshteh Momenifar Fang Chen Amir H. Gandomi OOD VLM 44 43 0 13 Mar 2023
Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images N. Konz Maciej Mazurowski MedIm 25 5 0 08 Mar 2023
Choosing Public Datasets for Private Machine Learning via Gradient Subspace Distance Xin Gu Gautam Kamath Zhiwei Steven Wu 15 12 0 02 Mar 2023
Cross-Modal Fine-Tuning: Align then Refine Junhong Shen Liam Li Lucio Dery Corey Staten M. Khodak Graham Neubig Ameet Talwalkar 31 35 0 11 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 36 17 0 06 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 20 2 0 03 Feb 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph Malte Hoffmann Andrew Hoopes Douglas N. Greve Bruce Fischl Adrian V. Dalca MedIm 38 15 0 26 Jan 2023
Semantic Segmentation Enhanced Transformer Model for Human Attention Prediction Shuo Zhang ViT 18 0 0 26 Jan 2023
Training Lightweight Graph Convolutional Networks with Phase-field Models H. Sahbi 18 0 0 19 Dec 2022
Frugal Reinforcement-based Active Learning Sebastien Deschamps H. Sahbi 11 0 0 09 Dec 2022
DA-CIL: Towards Domain Adaptive Class-Incremental 3D Object Detection Ziyuan Zhao Ming Xu Peisheng Qian R. Pahwa Richard Chang 3DPC CLL 26 8 0 05 Dec 2022
DSLOB: A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift Defu Cao Yousef El-Laham Loc Trinh Svitlana Vyetrenko Y. Liu 24 11 0 17 Nov 2022
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine A. Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 24 38 0 17 Nov 2022
Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting Parth Kothari Danyang Li Yuejiang Liu Alexandre Alahi TTA AI4TS 37 15 0 06 Nov 2022
Semi-Supervised 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 OOD 26 7 0 01 Nov 2022
PatchRot: A Self-Supervised Technique for Training Vision Transformers S. Chhabra Prabal Bijoy Dutta Hemanth Venkateswara Baoxin Li SSL ViT 12 2 0 27 Oct 2022
Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather Jinlong Li Runsheng Xu Jin Ma Q. Zou Jiaqi Ma Hongkai Yu TTA 36 67 0 27 Oct 2022
Transfer Learning for Individual Treatment Effect Estimation Ahmed Aloui Juncheng Dong Cat P. Le Vahid Tarokh CML 37 2 0 01 Oct 2022
Generalizability of Adversarial Robustness Under Distribution Shifts Kumail Alhamoud Hasan Hammoud Motasem Alfarra Bernard Ghanem OOD 53 8 0 29 Sep 2022
Deep Domain Adaptation for Detecting Bomb Craters in Aerial Images Marco Geiger Dominik Martin Niklas Kühl 30 1 0 22 Sep 2022
Can Shadows Reveal Biometric Information? Safa C. Medin Amir Weiss F. Durand William T. Freeman G. Wornell CVBM 38 2 0 21 Sep 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 31 191 0 15 Aug 2022
DAPDAG: Domain Adaptation via Perturbed DAG Reconstruction Yanke Li Hatt Tobias Ioana Bica M. Schaar CML 24 0 0 02 Aug 2022
Neuro-Symbolic Learning: Principles and Applications in Ophthalmology Muhammad Hassan Haifei Guan Aikaterini Melliou Yuqi Wang Qianhui Sun ... Qi Huang Jiefu Tan Qinwang Xing Peiwu Qin Dongmei Yu NAI 34 14 0 31 Jul 2022
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation Xinrong Hu Corey Wang Yiyu Shi MedIm 30 1 0 27 Jul 2022
E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network Guimei Cao Zhanzhan Cheng Yunlu Xu Duo Li Shiliang Pu Yi Niu Fei Wu CLL 15 2 0 14 Jul 2022
Towards out of distribution generalization for problems in mechanics Lingxiao Yuan Harold S. Park Emma Lejeune OOD AI4CE 28 16 0 29 Jun 2022
On the Permanence of Backdoors in Evolving Models Huiying Li A. Bhagoji Yuxin Chen Haitao Zheng Ben Y. Zhao AAML 20 2 0 08 Jun 2022
Neural Optimal Transport with General Cost Functionals Arip Asadulaev Alexander Korotin Vage Egiazarian Petr Mokrov Evgeny Burnaev OT 83 32 0 30 May 2022
Towards Model Generalization for Monocular 3D Object Detection Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang 31 7 0 23 May 2022
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks Guangji Bai Ling-Hao Chen Liang Zhao OOD AI4TS AI4CE 23 27 0 21 May 2022
Deep transfer learning for image classification: a survey J. Plested Tom Gedeon OOD 24 36 0 20 May 2022
Attention Consistency on Visual Corruptions for Single-Source Domain Generalization Ilke Çugu Massimiliano Mancini Yanbei Chen Zeynep Akata OOD 11 44 0 27 Apr 2022
Few-Shot Object Detection in Unseen Domains Karim Guirguis George Eskandar Matthias Kayser Bin Yang Jürgen Beyerer 23 1 0 11 Apr 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 31 25 0 30 Mar 2022