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Transfer Learning Group, School of Computer Science and Technology, Beijing Institute of Technology
Location:Beijing, China
Home Page:shuangli.xyz
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[CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2111.12940
[CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"
[TPAMI 2023 ESI Highly Cited Paper] SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2204.08808
ACMMM2021 paper "I2V-GAN: Unpaired Infrared-to-Visible Video Translation"
[AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406
[CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition
[CVPR 2023] Robust Test-Time Adaptation in Dynamic Scenarios. https://arxiv.org/abs/2303.13899
[TPAMI 2021] Code release for "Generalized Domain Conditioned Adaptation Network" https://arxiv.org/abs/2103.12339
Official Implementation of Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation https://arxiv.org/abs/2105.05013
[AAAI 2020] Code release for "Domain Conditioned Adaptation Network" https://arxiv.org/abs/2005.06717
Code release for "Dynamic Domain Adaptation for Efficient Inference" (CVPR 2021)
[ACMMM 2020] Code release for "Simultaneous Semantic Alignment Network for Heterogenous Domain Adaptation" https://arxiv.org/abs/2008.01677
[ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"
[AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions
[NeurIPS 2023] Official Implementation of A Generic Active Learning Baseline for LiDAR Semantic Segmentation
[ICCV 2021] Code release for "Semantic Concentration for Domain adaptation"
Display of ROMA.
[ICCV2023] Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm
[TKDE 2023 ESI Highly Cited Paper] A Collaborative Alignment Framework of Transferable Knowledge Extraction for Unsupervised Domain Adaptation
[NIPS 2021] Code release for "Pareto Domain Adaptation"
learning materials
Code release for "End-to-End Transferable Anomaly Detection via Multi-spectral Cross-domain Representation Alignment"
[NeurIPS 2023] Official Implementation of Language Semantic Graph Guided Data-Efficient Learning
[CVPR 2023] Code release for "Improving Generalization with Domain Convex Game"
Official repository of "Critical Classes and Samples Discovering for Partial Domain Adaptation", IEEE Transaction on Cybernetics
Code release for "Adapting Across Domains via Target-oriented Transferable Semantic Augmentation under Prototype Constraint"