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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
Understanding new tasks through the lens of training data via exponential tilting Subha Maity Mikhail Yurochkin Moulinath Banerjee Yuekai Sun 104 10 0 26 May 2022
Pick up the PACE: Fast and Simple Domain Adaptation via Ensemble Pseudo-Labeling Christopher Liao Theodoros Tsiligkaridis Brian Kulis VLM TTA OOD 72 3 0 26 May 2022
FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction Yongxin Guo Xiaoying Tang Tao R. Lin FedML 92 28 0 26 May 2022
An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation Ziquan Liu Yi Tian Xu Yuanhong Xu Qi Qian Hao Li Rong Jin Xiangyang Ji Antoni B. Chan OOD 89 16 0 25 May 2022
Sim-To-Real Transfer of Visual Grounding for Human-Aided Ambiguity Resolution Georgios Tziafas S. Kasaei 115 2 0 24 May 2022
MetaSID: Singer Identification with Domain Adaptation for Metaverse Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao 60 8 0 24 May 2022
Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection Chendong Zhao Jianzong Wang LeiLai Li Xiaoyang Qu Jing Xiao 101 10 0 24 May 2022
Representation Projection Invariance Mitigates Representation Collapse Anastasia Razdaibiedina A. Khetan Zohar Karnin Daniel Khashabi Vishaal Kapoor V. Madan 98 5 0 23 May 2022
Time-series Transformer Generative Adversarial Networks Padmanaba Srinivasan William J. Knottenbelt AI4TS 68 14 0 23 May 2022
Test-Time Robust Personalization for Federated Learning Liang Jiang Tao R. Lin FedML OOD TTA 157 48 0 22 May 2022
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks Guangji Bai Ling-Hao Chen Liang Zhao OOD AI4TS AI4CE 86 31 0 21 May 2022
On the Feasibility and Generality of Patch-based Adversarial Attacks on Semantic Segmentation Problems Soma Kontár A. Horváth AAML 69 1 0 21 May 2022
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation Jing Ma Xiang Xiang Ke Wang Yuchuan Wu Yongbin Li 90 2 0 21 May 2022
Interpolating Compressed Parameter Subspaces Siddhartha Datta N. Shadbolt 96 5 0 19 May 2022
Content-Context Factorized Representations for Automated Speech Recognition David M. Chan Shalini Ghosh 81 13 0 19 May 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation Ziniu Hu Zhe Zhao Xinyang Yi Tiansheng Yao Lichan Hong Yizhou Sun Ed H. Chi OOD LRM 144 30 0 19 May 2022
Diverse Weight Averaging for Out-of-Distribution Generalization Alexandre Ramé Matthieu Kirchmeyer Thibaud Rahier A. Rakotomamonjy Patrick Gallinari Matthieu Cord OOD 258 138 0 19 May 2022
Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification Kai Zhang Qi Liu Zhenya Huang Mingyue Cheng Kunpeng Zhang Mengdi Zhang Wei Wu Enhong Chen 54 17 0 18 May 2022
Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks Siddhartha Datta AAML 106 5 0 15 May 2022
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification George-Eduard Zaharia Razvan-Alexandru Smadu Dumitru-Clementin Cercel M. Dascalu 91 3 0 15 May 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering Md Arafat Sultan Avirup Sil Radu Florian OOD 109 6 0 15 May 2022
Neural-Fly Enables Rapid Learning for Agile Flight in Strong Winds Michael O'Connell Guanya Shi Xichen Shi Kamyar Azizzadenesheli Anima Anandkumar Yisong Yue Soon-Jo Chung 149 182 0 13 May 2022
Multiple Domain Causal Networks Tianhui Zhou IV WilliamE.Carson M. H. Klein David Carlson CML 37 0 0 13 May 2022
Unified Modeling of Multi-Domain Multi-Device ASR Systems Soumyajit Mitra Swayambhu Nath Ray Bharat Padi Arunasish Sen Raghavendra Bilgi Harish Arsikere Shalini Ghosh A. Srinivasamurthy Sri Garimella 60 3 0 13 May 2022
Talking Face Generation with Multilingual TTS Hyoung-Kyu Song Sanghyun Woo Junhyeok Lee S. Yang Hyunjae Cho Youseong Lee Dongho Choi Kang-Wook Kim CVBM 80 22 0 13 May 2022
Improving genetic risk prediction across diverse population by disentangling ancestry representations P. Gyawali Yann Le Guen Xiaoxia Liu Hua Tang J. Zou Zihuai He 23 8 0 10 May 2022
SAN-Net: Learning Generalization to Unseen Sites for Stroke Lesion Segmentation with Self-Adaptive Normalization Weiyi Yu Zhizhong Huang Junping Zhang Hongming Shan OOD MedIm 72 27 0 09 May 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 82 142 0 09 May 2022
Localized Adversarial Domain Generalization Wei-wei Zhu Le Lu Jing Xiao Mei Han Jiebo Luo Adam P. Harrison OOD 113 23 0 09 May 2022
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer Abhinav Ramesh Kashyap Devamanyu Hazarika Min-Yen Kan Roger Zimmermann Soujanya Poria GAN 83 14 0 09 May 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation Zizheng Yan Yushuang Wu Guanbin Li Yipeng Qin Xiaoguang Han Shuguang Cui 101 33 0 09 May 2022
Cross-lingual Adaptation for Recipe Retrieval with Mixup B. Zhu Chong-Wah Ngo Jingjing Chen W. Chan 62 6 0 08 May 2022
A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research Challenges Zhenghua Chen Min-man Wu Alvin Chan Xiaoli Li Yew-Soon Ong 51 7 0 08 May 2022
Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution Xiaoqian Xu Pengxu Wei Weikai Chen Mingzhi Mao Liang Lin Guanbin Li 60 18 0 07 May 2022
Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity Mohammadreza Ebrahimi Yidong Chai Hao Helen Zhang Hsinchun Chen 58 9 0 05 May 2022
Can collaborative learning be private, robust and scalable? Dmitrii Usynin Helena Klause Johannes C. Paetzold Daniel Rueckert Georgios Kaissis FedML MedIm 49 3 0 05 May 2022
Subverting Fair Image Search with Generative Adversarial Perturbations A. Ghosh Matthew Jagielski Chris L. Wilson 89 7 0 05 May 2022
MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer Jinze Yu Jiaming Liu Xi Wei Haoyi Zhou Yohei Nakata Denis A. Gudovskiy Tomoyuki Okuno Jianxin Li Kurt Keutzer Shanghang Zhang ViT 46 51 0 03 May 2022
On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification M. Mendez-Ruiz F. Lopez-Tiro Jonathan El Beze V. Estrade Gilberto Ochoa-Ruiz Jacques Hubert Andres Mendez-Vazquez Christian Daul OOD 40 8 0 02 May 2022
POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance Detection Yujian Liu Xinliang Frederick Zhang David Wegsman Nick Beauchamp Lu Wang 69 73 0 02 May 2022
Domain Adaptation meets Individual Fairness. And they get along Debarghya Mukherjee Felix Petersen Mikhail Yurochkin Yuekai Sun FaML 75 16 0 01 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 84 140 0 30 Apr 2022
Improving Transferability for Domain Adaptive Detection Transformers Kaixiong Gong Shuang Li Shugang Li Rui Zhang Chi Harold Liu Qiang Chen 131 36 0 29 Apr 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool 93 235 0 27 Apr 2022
Self-Supervised Text Erasing with Controllable Image Synthesis Gangwei Jiang Shiyao Wang T. Ge Yuning Jiang Ying Wei Defu Lian DiffM 101 13 0 27 Apr 2022
Adaptable Text Matching via Meta-Weight Regulator Bo Zhang Chen Zhang Fang Ma D. Song OOD 89 0 0 27 Apr 2022
Modular Domain Adaptation Junshen K. Chen Dallas Card Dan Jurafsky 56 1 0 26 Apr 2022
A Survey on Word Meta-Embedding Learning Danushka Bollegala James OÑeill 58 12 0 25 Apr 2022
A Simple Structure For Building A Robust Model Xiao Tan Jingbo Gao Ruolin Li AAML OOD 84 3 0 25 Apr 2022
Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training Zhenyu Li Zehui Chen Ang Li Liangji Fang Qinhong Jiang Xianming Liu Junjun Jiang 92 24 0 25 Apr 2022