This repository is the official implementation of the aaai2022 paper "Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP"
☆21Sep 6, 2023Updated 2 years ago
Alternatives and similar repositories for ZOC
Users that are interested in ZOC are comparing it to the libraries listed below
Sorting:
- ☆15Mar 31, 2022Updated 3 years ago
- [ECCV 2022] The official repository of our paper "BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free D…☆34Mar 14, 2023Updated 2 years ago
- ICML-2024 highlight paper "Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization"☆18Jul 18, 2024Updated last year
- [IJCV2025] https://arxiv.org/abs/2304.04521☆15Jan 22, 2025Updated last year
- About Code Release for "CLIPood: Generalizing CLIP to Out-of-Distributions" (ICML 2023), https://arxiv.org/abs/2302.00864☆70Sep 17, 2023Updated 2 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- Model calibration in CLIP Adapters☆19Aug 19, 2024Updated last year
- ☆21May 29, 2023Updated 2 years ago
- Official Implementation of LADS (Latent Augmentation using Domain descriptionS)☆50Apr 18, 2023Updated 2 years ago
- Implementation of CVPR 2022 paper "Learning Distinctive Margin toward Active Domain Adaptation”☆21Apr 3, 2022Updated 3 years ago
- [ACL 2023] Delving into the Openness of CLIP☆24Jan 11, 2023Updated 3 years ago
- Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection☆55Aug 30, 2024Updated last year
- ☆24Oct 9, 2025Updated 4 months ago
- ECCV24, NeurIPS24, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆29Jan 25, 2026Updated last month
- ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No☆141Dec 2, 2023Updated 2 years ago
- ☆26Feb 2, 2023Updated 3 years ago
- [CVPR 2023] Official Implementation of "C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adap…☆28Mar 6, 2025Updated 11 months ago
- Unsupervised Domain Adaptation without Source Data by Casting a BAIT☆23Sep 18, 2022Updated 3 years ago
- ☆27Oct 26, 2022Updated 3 years ago
- [NeurIPS2023] LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning☆102Jul 5, 2025Updated 7 months ago
- Awesome-open-world-learning☆26Oct 19, 2021Updated 4 years ago
- An open-world scenario domain generalization code base☆27Feb 22, 2023Updated 3 years ago
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆30Oct 23, 2024Updated last year
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 2 years ago
- Pytorch implementation of Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation (CVPR'24)☆35Oct 3, 2025Updated 5 months ago
- [CVPR 2023] The official repository of our paper "Upcycling Models under Domain and Category Shift"☆31Apr 27, 2025Updated 10 months ago
- Python framework for data evaluation and crack width monitoring with distributed fibre optic sensors☆10Feb 10, 2026Updated 2 weeks ago
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆85Apr 21, 2024Updated last year
- This code accompanies the paper "Parameter-free Online Test-time Adaptation".☆77Jun 21, 2022Updated 3 years ago
- Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]☆30Dec 8, 2019Updated 6 years ago
- Cycle-consistent Conditional Adversarial Transfer Networks, ACM MM 2019☆33Sep 18, 2019Updated 6 years ago
- ☆46Dec 20, 2020Updated 5 years ago
- Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…☆49Mar 18, 2023Updated 2 years ago
- ☆12Aug 25, 2023Updated 2 years ago
- [CVPR 2024] The official repository of our paper "LEAD: Learning Decomposition for Source-free Universal Domain Adaptation"☆41Apr 27, 2025Updated 10 months ago
- [NeurIPS'23] Binary Classification with Confidence Difference☆10May 13, 2024Updated last year
- Research tools☆11Mar 23, 2019Updated 6 years ago
- MemRec☆37Jan 16, 2026Updated last month
- The official codes of "Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners".☆37Apr 21, 2022Updated 3 years ago