UCDvision / low-budget-al
PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".
☆13Updated 2 years ago
Related projects: ⓘ
- PyTorch Implementation of Temporal Output Discrepancy for Active Learning, ICCV 2021☆39Updated 2 years ago
- ImageNet-CoG is a benchmark for concept generalization. It provides a full evaluation framework for pre-trained visual representations wh…☆25Updated 2 years ago
- [ICML'21] Estimate the accuracy of the classifier in various environments through self-supervision☆25Updated 3 years ago
- [NeurIPS 2021] “Improving Contrastive Learning on Imbalanced Data via Open-World Sampling”, Ziyu Jiang, Tianlong Chen, Ting Chen, Zhangya…☆27Updated 2 years ago
- Code for ICML 2023 paper "When and How Does Known Class Help Discover Unknown Ones? Provable Understandings Through Spectral Analysis"☆13Updated last year
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detection☆38Updated last year
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Updated last year
- Learning Representations that Support Robust Transfer of Predictors☆20Updated 2 years ago
- ☆32Updated 2 years ago
- ☆31Updated 3 years ago
- Latent Discriminant deterministic Uncertainty [ECCV2022]☆39Updated 2 years ago
- The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.☆69Updated 2 years ago
- ☆20Updated 2 years ago
- [ICLR 2021] Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization☆40Updated 3 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆63Updated 2 years ago
- Official PyTorch Implementation of "CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning" (CVPR 20…☆50Updated last year
- ☆29Updated last year
- [MIDL 2023] Official Imeplementation of "Making Your First Choice: To Address Cold Start Problem in Vision Active Learning"☆33Updated last year
- Pytorch Code for "A Broad Study on the Transferability of Visual Representations with Contrastive Learning" (ICCV 2021)☆36Updated 2 years ago
- LISA for ICML 2022☆47Updated last year
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆32Updated last year
- ☆34Updated last year
- ☆27Updated 11 months ago
- This is a code repository for paper OODformer: Out-Of-Distribution Detection Transformer☆38Updated 2 years ago
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆21Updated last year
- NeurIPS 2022: Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning☆16Updated last year
- ISD: Self-Supervised Learning by Iterative Similarity Distillation☆35Updated 2 years ago
- ☆12Updated 2 years ago
- This repo implements the CVPR23 paper Trainable Projected Gradient Method for Robust Fine-tuning☆21Updated 9 months ago
- [CVPR 2022] "The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy" by Tianlong C…☆25Updated 2 years ago