BITDA @ Beijing Institute of Technology

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35 repositories

PaRe
Public
[ICML 2024] Official Implementation of Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation
Python
•0•4•0•0•Updated Jul 13, 2024Jul 13, 2024
EvoS
Public
Official implementation of our NeurIPS 2023 paper (EvoS).
Python
•0•1•0•0•Updated Jun 3, 2024Jun 3, 2024
Annotator
Public
[NeurIPS 2023] Official Implementation of A Generic Active Learning Baseline for LiDAR Semantic Segmentation
semantic-segmentation active-learning lidar-point-cloud
Python
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Apache License 2.0
•0•26•2•0•Updated Apr 26, 2024Apr 26, 2024
SePiCo
Public
[TPAMI 2023 ESI Highly Cited Paper] SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2204.08808
semantic-segmentation deeplab-resnet domain-adaptation transformer-network dense-contrastive-learning
Python
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Other
•7•117•2•0•Updated Nov 30, 2023Nov 30, 2023
LSG
Public
[NeurIPS 2023] Official Implementation of Language Semantic Graph Guided Data-Efficient Learning
Python
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MIT License
•0•4•0•0•Updated Nov 24, 2023Nov 24, 2023
EADA
Public
[AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406
active-learning energy-based-model data-efficiency domain-adaptation
Python
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MIT License
•12•80•0•0•Updated Nov 4, 2023Nov 4, 2023
RIPU
Public
[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
semantic-segmantation data-efficient-learning source-free-domain-adaptation domain-adaptation
Python
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MIT License
•20•142•0•0•Updated Oct 22, 2023Oct 22, 2023
BorLan
Public
[ICCV2023] Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm
Python
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MIT License
•0•16•0•0•Updated Sep 28, 2023Sep 28, 2023
ROMA
Public
Display of ROMA.
Python
•0•20•6•0•Updated Sep 23, 2023Sep 23, 2023
RoTTA
Public
[CVPR 2023] Robust Test-Time Adaptation in Dynamic Scenarios. https://arxiv.org/abs/2303.13899
Python
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MIT License
•1•56•0•0•Updated Jul 11, 2023Jul 11, 2023
DCG
Public
[CVPR 2023] Code release for "Improving Generalization with Domain Convex Game"
Python
•0•4•4•0•Updated Mar 30, 2023Mar 30, 2023
DUC
Public
[ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"
Python
•0•30•0•0•Updated Mar 5, 2023Mar 5, 2023
CIRL
Public
[CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"
Python
•13•130•11•0•Updated Feb 6, 2023Feb 6, 2023
VBLC
Public
[AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions
domain-adaptation adverse-weather-condition semantic-segmentation
Python
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Other
•3•24•2•0•Updated Jan 31, 2023Jan 31, 2023
O2net
Public
Python
•0•12•7•0•Updated Dec 11, 2022Dec 11, 2022
MetaSAug
Public
[CVPR 2021] MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition
Python
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MIT License
•8•62•0•0•Updated Dec 11, 2022Dec 11, 2022
Domain-Oriented-Transformer
Public
Python
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MIT License
•0•6•0•0•Updated Nov 24, 2022Nov 24, 2022
CSDN
Public
Official repository of "Critical Classes and Samples Discovering for Partial Domain Adaptation", IEEE Transaction on Cybernetics
Python
•0•2•0•0•Updated Oct 25, 2022Oct 25, 2022
Transfer-Learning-Study
Public
learning materials
0•14•0•0•Updated Sep 3, 2022Sep 3, 2022
CAF
Public
[TKDE 2023 ESI Highly Cited Paper] A Collaborative Alignment Framework of Transferable Knowledge Extraction for Unsupervised Domain Adaptation
Python
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MIT License
•3•10•2•0•Updated Jul 15, 2022Jul 15, 2022
GDCAN
Public
[TPAMI 2021] Code release for "Generalized Domain Conditioned Adaptation Network" https://arxiv.org/abs/2103.12339
attention-mechanism pytorch-implementation domain-adaptation
Python
•11•45•0•0•Updated Jun 22, 2022Jun 22, 2022
SDCA
Public
Official Implementation of Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation https://arxiv.org/abs/2105.05013
semantic-segmentation domain-adaptation contrastive-context-information pytorch
Python
•6•37•1•0•Updated Apr 27, 2022Apr 27, 2022
SSAN
Public
[ACMMM 2020] Code release for "Simultaneous Semantic Alignment Network for Heterogenous Domain Adaptation" https://arxiv.org/abs/2008.01677
knowledge-distillation heterogeneous-domain-adaptation semantic-alignment pytorch
Python
•9•29•1•0•Updated Apr 16, 2022Apr 16, 2022
DCAN
Public
[AAAI 2020] Code release for "Domain Conditioned Adaptation Network" https://arxiv.org/abs/2005.06717
attention-mechanism pytorch-implementation domain-adaptation
Python
•9•33•1•0•Updated Mar 12, 2022Mar 12, 2022
I2V-GAN
Public
ACMMM2021 paper "I2V-GAN: Unpaired Infrared-to-Visible Video Translation"
gans video-to-video-translation infrared-to-visible-translation pytorch
Python
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MIT License
•22•110•9•0•Updated Feb 11, 2022Feb 11, 2022
DDA
Public
Code release for "Dynamic Domain Adaptation for Efficient Inference" (CVPR 2021)
Python
•8•33•1•0•Updated Jan 26, 2022Jan 26, 2022
TTSA
Public
Code release for "Adapting Across Domains via Target-oriented Transferable Semantic Augmentation under Prototype Constraint"
Python
•0•3•0•0•Updated Jan 9, 2022Jan 9, 2022
ParetoDA
Public
[NIPS 2021] Code release for "Pareto Domain Adaptation"
Python
•1•9•2•0•Updated Dec 13, 2021Dec 13, 2021
SCT
Public
Python
•1•2•2•0•Updated Oct 16, 2021Oct 16, 2021
SCDA
Public
[ICCV 2021] Code release for "Semantic Concentration for Domain adaptation"
Python
•2•22•1•0•Updated Aug 23, 2021Aug 23, 2021