erobic / bias-mitigators
Demonstrates failures of bias mitigation methods under varying types/levels of biases (WACV 2021)
☆25Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for bias-mitigators
- ☆24Updated last year
- ☆11Updated 4 years ago
- The repository for the official Biased Action Recognition (BAR) dataset for the paper Learning from Failure: Training Debiased Classifier…☆30Updated 4 years ago
- [ICML 2021] “ Self-Damaging Contrastive Learning”, Ziyu Jiang, Tianlong Chen, Bobak Mortazavi, Zhangyang Wang☆63Updated 2 years ago
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆89Updated 4 years ago
- NeurIPS 2019 Paper: RUBi : Reducing Unimodal Biases for Visual Question Answering☆59Updated 3 years ago
- A collections of papers about VQA-CP datasets and their results☆38Updated 2 years ago
- Example implementation for the paper: (ICLR Oral) Learning Robust Representations by Projecting Superficial Statistics Out☆27Updated 3 years ago
- [ICCV 2019] Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations☆33Updated 3 years ago
- Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering☆24Updated 4 months ago
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆35Updated 4 years ago
- Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."☆98Updated 4 years ago
- MoCo with Alignment and Uniformity Loss.☆62Updated 2 years ago
- (NeurIPS 2020) Meta-Consolidation for Continual Learning☆36Updated 3 years ago
- ☆13Updated 2 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Updated last year
- Codebase for "Online Continual Learning with Maximally Interfered Retrieval"☆99Updated last year
- Official Repository for our ECCV2020 paper: Imbalanced Continual Learning with Partitioning Reservoir Sampling☆48Updated last year
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆68Updated 6 months ago
- This is the code accompanying the AAAI 2022 paper "Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Po…☆24Updated 2 years ago
- Code for our paper: Samuel and Chechik, "Distributional Robustness Loss for Long-tail Learning"☆29Updated 2 years ago
- ☆32Updated last year
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 3 years ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆49Updated 3 years ago
- The Continual Learning in Multimodality Benchmark☆61Updated last year
- ☆30Updated 3 years ago
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Updated last year
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆94Updated last year
- Feature-Critic Networks for Heterogeneous Domain Generalisation☆52Updated 5 years ago
- ☆15Updated 2 years ago