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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

50 / 3,643 papers shown

Title
Improved far-field speech recognition using Joint Variational Autoencoder Shashi Kumar S. Rath Abhishek Pandey DRL 56 0 0 24 Apr 2022
Source-Free Domain Adaptation via Distribution Estimation Ning Ding Yixing Xu Yehui Tang Chao Xu Yunhe Wang Dacheng Tao TTA 64 116 0 24 Apr 2022
Contrastive Test-Time Adaptation Dian Chen Dequan Wang Trevor Darrell Sayna Ebrahimi TTA 96 269 0 21 Apr 2022
Domain Invariant Model with Graph Convolutional Network for Mammogram Classification Chu-ran Wang Jing Li Xinwei Sun Fandong Zhang Yizhou Yu Yizhou Wang MedIm OOD 80 2 0 21 Apr 2022
Spurious Correlations in Reference-Free Evaluation of Text Generation Esin Durmus Faisal Ladhak Tatsunori Hashimoto 62 32 0 21 Apr 2022
The Risks of Machine Learning Systems Samson Tan Araz Taeihagh K. Baxter 39 5 0 21 Apr 2022
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation Lu Zhang Siqi Zhang Xu Yang Hong Qiao Zhiyong Liu 70 11 0 21 Apr 2022
CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation Zheng Chen Durgakant Pushp Lantao Liu 58 6 0 20 Apr 2022
You Are What You Write: Preserving Privacy in the Era of Large Language Models Richard Plant V. Giuffrida Dimitra Gkatzia PILM 97 19 0 20 Apr 2022
Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems Xugui Zhou Maxfield Kouzel H. Alemzadeh OOD AAML 69 13 0 20 Apr 2022
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Binhui Xie Shuang Li Mingjiang Li Chi Harold Liu Gao Huang Guoren Wang 108 150 0 19 Apr 2022
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition S. Latif R. Rana Sara Khalifa Raja Jurdak Björn Schuller 109 50 0 19 Apr 2022
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Haoxiang Wang Yue Liu Han Zhao OOD CLL 60 39 0 18 Apr 2022
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning Hongzhan Lin Jing Ma Liangliang Chen Zhiwei Yang Mingfei Cheng Guang Chen 74 59 0 18 Apr 2022
Learning Compositional Representations for Effective Low-Shot Generalization Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 56 3 0 17 Apr 2022
NICO++: Towards Better Benchmarking for Domain Generalization Xingxuan Zhang Linjun Zhou Renzhe Xu Haoxin Liu Zheyan Shen Peng Cui OOD 112 79 0 17 Apr 2022
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Yulei Lu Yawei Luo Li Zhang Zheyang Li Yi Yang Jun Xiao OOD 59 29 0 16 Apr 2022
Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation Kuangen Zhang Jiahong Chen Jing Wang Xinxing Chen Yuquan Leng Clarence W. de Silva Chenglong Fu 89 5 0 15 Apr 2022
Activation Regression for Continuous Domain Generalization with Applications to Crop Classification Samarth Khanna Bram Wallace Kavita Bala B. Hariharan 61 0 0 14 Apr 2022
Using Machine Learning for Particle Identification in ALICE Ł. Graczykowski M. Jakubowska Kamil Deja M. Kabus 21 4 0 14 Apr 2022
Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Xiyu Wang Yuecong Xu K. Mao Jianfei Yang 75 8 0 13 Apr 2022
On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation Wenju Zhang Xiang Zhang Qing Liao L. Lan Mengzhu Wang Wei Wang Baoyun Peng Zhengming Ding 48 0 0 12 Apr 2022
Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation Yahao Liu Jinhong Deng Jiale Tao Tong Chu Lixin Duan Wen Li 89 22 0 12 Apr 2022
Towards Online Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 97 45 0 11 Apr 2022
The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization Zeyi Huang Haohan Wang Dong Huang Yong Jae Lee Eric P. Xing 88 22 0 09 Apr 2022
Federated Unsupervised Domain Adaptation for Face Recognition Weiming Zhuang Xin Gan Yonggang Wen Xuesen Zhang Shuai Zhang Shuai Yi FedML CVBM 55 11 0 09 Apr 2022
Segmenting across places: The need for fair transfer learning with satellite imagery Miaohui Zhang Harvineet Singh Lazarus Chok R. Chunara 66 13 0 09 Apr 2022
Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation Lin Chen H. Chen Zhixiang Wei Xin Jin Xiao Tan Yi Jin Enhong Chen 88 107 0 08 Apr 2022
Heterogeneous Target Speech Separation Hyunjae Cho Wonbin Jung Junhyeok Lee Paris Smaragdis Sanghyun Woo 92 26 0 07 Apr 2022
Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators Yu Meng Chenyan Xiong Payal Bajaj Saurabh Tiwary Paul N. Bennett Jiawei Han Xia Song MoE 78 16 0 07 Apr 2022
Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations Polina Kirichenko Pavel Izmailov A. Wilson OOD 119 339 0 06 Apr 2022
BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Sanqing Qu Guang Chen Jing Zhang Zhijun Li Wei He Dacheng Tao TTA 93 59 0 06 Apr 2022
Mitosis domain generalization in histopathology images -- The MIDOG challenge Marc Aubreville N. Stathonikos C. Bertram Robert Klopleisch N. T. ter Hoeve ... A. Khademi Sen Yang Xiyue Wang M. Veta Katharina Breininger 88 98 0 06 Apr 2022
Universal Representations: A Unified Look at Multiple Task and Domain Learning Wei-Hong Li Xialei Liu Hakan Bilen SSL OOD 92 28 0 06 Apr 2022
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations Jeff Z. HaoChen Colin Wei Ananya Kumar Tengyu Ma 77 39 0 06 Apr 2022
Domain Adversarial Graph Convolutional Network Based on RSSI and Crowdsensing for Indoor Localization Mingxin Zhang Z. Fan Ryosuke Shibasaki Xuan Song 27 25 0 06 Apr 2022
How Information on Acoustic Scenes and Sound Events Mutually Benefits Event Detection and Scene Classification Tasks Keisuke Imoto Yuka Komatsu Shunsuke Tsubaki Tatsuya Komatsu 50 5 0 05 Apr 2022
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Sohyun Lee Taeyoung Son Suha Kwak 138 75 0 04 Apr 2022
Co-Teaching for Unsupervised Domain Adaptation and Expansion Kaibin Tian Qijie Wei Xirong Li 93 1 0 04 Apr 2022
Semantic-Aware Domain Generalized Segmentation Duo Peng Yinjie Lei Munawar Hayat Yulan Guo Wen Li 92 105 0 02 Apr 2022
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation Kendrick Shen Robbie Jones Ananya Kumar Sang Michael Xie Jeff Z. HaoChen Tengyu Ma Percy Liang SSL 119 89 0 01 Apr 2022
Few-shot One-class Domain Adaptation Based on Frequency for Iris Presentation Attack Detection Yachun Li Yingzi Lian Jingjing Wang Yuhui Chen Chunmao Wang Shiliang Pu CVBM 79 5 0 01 Apr 2022
A Unified Framework for Domain Adaptive Pose Estimation Donghyun Kim Kaihong Wang Kate Saenko Margrit Betke Stan Sclaroff OOD 84 38 0 01 Apr 2022
CADG: A Model Based on Cross Attention for Domain Generalization Chengqiu Dai Yingqiao Lin Fan Li Xiyao Li Don Xie OOD 57 3 0 31 Mar 2022
Partial Coupling of Optimal Transport for Spoken Language Identification Xugang Lu Peng Shen Yu Tsao Hisashi Kawai OT 41 2 0 31 Mar 2022
Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert? Marina Sedinkina Martin Schmitt Hinrich Schutze 31 1 0 31 Mar 2022
Multi-Granularity Alignment Domain Adaptation for Object Detection Wenzhang Zhou Dawei Du Libo Zhang Tiejian Luo Yanjun Wu ObjD 90 60 0 31 Mar 2022
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds Zhao Jin Yinjie Lei Naveed Akhtar Hai-Ling Li Munawar Hayat 3DPC 77 30 0 31 Mar 2022
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification Saurabh Kataria Jesús Villalba Laureano Moro-Velazquez Najim Dehak 39 3 0 30 Mar 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 104 14 0 30 Mar 2022