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@BIT-DA

BITDA @ Beijing Institute of Technology

Transfer Learning Group, School of Computer Science and Technology, Beijing Institute of Technology

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  1. CIRL CIRL Public

    [CVPR 2022 Oral] Code release for "Causality Inspired Representation Learning for Domain Generalization"

    Python 160 14

  2. RIPU 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

    Python 151 20

  3. I2V-GAN I2V-GAN Public

    ACMMM2021 paper "I2V-GAN: Unpaired Infrared-to-Visible Video Translation"

    Python 125 25

  4. SePiCo SePiCo Public

    [TPAMI 2023 ESI Highly Cited Paper] SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation https://arxiv.org/abs/2204.08808

    Python 119 7

  5. EADA EADA Public

    [AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406

    Python 91 12

  6. TSA TSA Public

    [CVPR 2021 Oral] Code release for "Transferable Semantic Augmentation for Domain Adaptation"

    Python 75 12

Repositories

Showing 10 of 39 repositories
  • SYNC Public

    [ICML 2025] Official Code of Learning Time-Aware Causal Representation for Model Generalization in Evolving Domains

    BIT-DA/SYNC’s past year of commit activity
    Python 3 0 0 0 Updated Jul 4, 2025
  • ABS Public

    [ICML2025] Official Code of From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection

    BIT-DA/ABS’s past year of commit activity
    Python 25 0 1 0 Updated Jun 27, 2025
  • VBLC Public

    [AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions

    BIT-DA/VBLC’s past year of commit activity
    Python 30 4 2 0 Updated Mar 26, 2025
  • DUSA Public

    [NeurIPS 2024] Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation

    BIT-DA/DUSA’s past year of commit activity
    Python 21 Apache-2.0 2 0 0 Updated Mar 15, 2025
  • W-Diff Public

    [NeurIPS 2024] official implementation of Weight Diffusion for Future: Learn to Generalize in Non-Stationary Environments

    BIT-DA/W-Diff’s past year of commit activity
    Python 11 1 0 0 Updated Dec 11, 2024
  • PaRe Public

    [ICML 2024] Official Implementation of Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation

    BIT-DA/PaRe’s past year of commit activity
    Python 12 0 0 0 Updated Jul 13, 2024
  • EvoS Public

    Official implementation of our NeurIPS 2023 paper (EvoS).

    BIT-DA/EvoS’s past year of commit activity
    Python 4 0 0 0 Updated Jun 3, 2024
  • Annotator Public

    [NeurIPS 2023] Official Implementation of A Generic Active Learning Baseline for LiDAR Semantic Segmentation

    BIT-DA/Annotator’s past year of commit activity
    Python 32 Apache-2.0 1 4 0 Updated Apr 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

    BIT-DA/SePiCo’s past year of commit activity
    Python 119 7 3 0 Updated Nov 30, 2023
  • LSG Public

    [NeurIPS 2023] Official Implementation of Language Semantic Graph Guided Data-Efficient Learning

    BIT-DA/LSG’s past year of commit activity
    Python 7 MIT 0 0 0 Updated Nov 24, 2023
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