The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors
☆16Mar 31, 2025Updated 11 months ago
Alternatives and similar repositories for DeFT
Users that are interested in DeFT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model (Initial Version)☆13Apr 17, 2024Updated last year
- A self-adaptive and class-balanced approach to improve deep neural network performance in the presence of noisy labels☆19Jul 2, 2024Updated last year
- Code for "Towards Effective Visual Representations for Partial-Label Learning" in CVPR 2023.☆24Dec 12, 2023Updated 2 years ago
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆74Aug 4, 2023Updated 2 years ago
- The source code and models for our paper PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction☆14Jan 30, 2023Updated 3 years ago
- ☆11Dec 13, 2023Updated 2 years ago
- [CVPR 2025] Custom Open CLIP repo to train biomedical CLIP models☆35Mar 23, 2025Updated last year
- A PyTorch-based library for On Learning Contrastive Representations for Learning With Noisy Labels (CVPR'22)☆44Sep 8, 2022Updated 3 years ago
- t-vMF Similarity for Regularizing Intra-Class Feature Distribution☆21Jun 11, 2021Updated 4 years ago
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆22May 7, 2025Updated 10 months ago
- [ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"☆21Oct 23, 2024Updated last year
- Label-Noise Learning with Intrinsically Long-Tailed Data（ICCV2023）☆20Sep 27, 2023Updated 2 years ago
- ☆67Mar 5, 2026Updated 2 weeks ago
- Official code of "ALIM: Adjusting Label Importance Mechanism for Noisy Partial Label Learning"☆23Sep 25, 2023Updated 2 years ago
- [CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?☆29Nov 11, 2024Updated last year
- ☆27Nov 13, 2024Updated last year
- Our EMNLP 2022 paper on VIP-Based Prompting for Parameter-Efficient Learning☆10Oct 22, 2022Updated 3 years ago
- Official code for "BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification"☆27Apr 11, 2024Updated last year
- Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment, arXiv 2024 / CVPR 2025☆41Mar 1, 2025Updated last year
- Source code for NeurIPS 2022 paper SoLar☆30Dec 20, 2023Updated 2 years ago
- [ICCV 2023] Multi-Label Knowledge Distillation☆34Apr 24, 2024Updated last year
- ☆30Sep 16, 2024Updated last year
- This paper is currently under review by IEEE TCSVT, and the diffusion framework of the FedDiff algorithm part will be disclosed.☆14Mar 8, 2024Updated 2 years ago
- [IJCV2025] https://arxiv.org/abs/2304.04521☆15Jan 22, 2025Updated last year
- Source codes of Learning Causal Representations for Robust Domain Adaptation (IEEE TKDE)☆12Feb 14, 2022Updated 4 years ago
- ☆15Jul 29, 2023Updated 2 years ago
- [ICML 2024] Official code for Uncertainty Estimation by Density Aware Evidential Deep Learning☆15Jul 14, 2024Updated last year
- ☆12Dec 15, 2022Updated 3 years ago
- ☆11Feb 29, 2024Updated 2 years ago
- Official implementation of LOD-GS☆32Jan 5, 2026Updated 2 months ago
- Masked Autoencoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data☆37Jan 5, 2026Updated 2 months ago
- This repository contains the code associated with our 2023 TMI paper "Latent Graph Representations for Critical View of Safety Assessment…☆36Sep 17, 2025Updated 6 months ago
- ☆12Feb 17, 2025Updated last year
- (NeurIPS 2019) Combinatorial Inference against Label Noise☆11Jun 13, 2024Updated last year
- ☆13Nov 23, 2022Updated 3 years ago
- Official repository of the UPAR dataset for pedestrian attribute recognition and attribute-based person retrieval☆14Jan 22, 2024Updated 2 years ago
- The code for our work☆18Apr 7, 2024Updated last year
- [CVPR2021] VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning☆14Oct 3, 2021Updated 4 years ago
- ☆12Feb 2, 2024Updated 2 years ago