Semi-supervised Models are Strong Unsupervised Domain Adaptation
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Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners

1 June 2021

Shuai Li

Lei Zhang

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Papers citing "Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners"

12 / 12 papers shown

Title
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 136 0 0 28 Jan 2025
BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition Quanjiang Guo Yihong Dong Ling Tian Zhao Kang Yu Zhang Sijie Wang 127 3 0 03 Dec 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 108 1 0 22 Jul 2024
DALLMi: Domain Adaption for LLM-based Multi-label Classifier Miruna Betianu Abele Malan Marco Aldinucci Robert Birke Lydia Y. Chen 78 6 0 03 May 2024
Adversarial Bayesian Augmentation for Single-Source Domain Generalization Sheng Cheng Tejas Gokhale Yezhou Yang OOD 67 16 0 18 Jul 2023
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction Ziyuan Zhao Peisheng Qian Xulei Yang Zeng Zeng Cuntai Guan W. Tam Xiaoli Li 91 20 0 15 May 2023
Semi-Supervised Domain Adaptation with Source Label Adaptation Yuhai Yu Hsuan-Tien Lin 91 38 0 05 Feb 2023
GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition Ekkasit Pinyoanuntapong Ayman Ali Kalvik Jakkala Pu Wang Minwoo Lee Qucheng Peng Chong Chen Tsinghua University CVBM 31 5 0 31 Jan 2023
Domain Adaptation with Adversarial Training on Penultimate Activations Tao Sun Cheng Lu Haibin Ling 66 18 0 26 Aug 2022
Transferring Fairness under Distribution Shifts via Fair Consistency Regularization Bang An Zora Che Mucong Ding Furong Huang 89 31 0 26 Jun 2022
Extending the WILDS Benchmark for Unsupervised Adaptation Shiori Sagawa Pang Wei Koh Tony Lee Irena Gao Sang Michael Xie ... Kate Saenko Tatsunori Hashimoto Sergey Levine Chelsea Finn Percy Liang OOD 67 102 0 09 Dec 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 182 15 0 11 Nov 2021

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