Source code for the paper "Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts" (ICML 2024)
☆110Oct 22, 2024Updated last year
Alternatives and similar repositories for LIFT
Users that are interested in LIFT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation for "Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning" (ICML 2024)☆27May 11, 2025Updated last year
- ☆56Oct 5, 2022Updated 3 years ago
- Tuning the Right Foundation Models is What you Need for Partial Label Learning☆20Nov 2, 2025Updated 8 months ago
- [CVPR 2024 Oral] Official code for LTGC: Long-Tail Recognition via Leveraging LLMs-driven Generated Content☆24Apr 16, 2024Updated 2 years ago
- VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition☆69Oct 1, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆34Aug 25, 2025Updated 10 months ago
- Source code for the paper "Memory-Efficient Fine-Tuning via Low-Rank Activation Compression"☆15Aug 1, 2025Updated 11 months ago
- [CVPR 2026] Official Implementation of DC-Merge: Improving Model Merging with Directional Consistency☆19Apr 29, 2026Updated 2 months ago
- 🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]☆30Oct 26, 2024Updated last year
- ☆491Oct 12, 2024Updated last year
- [ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."☆272Apr 8, 2023Updated 3 years ago
- ☆117Jun 13, 2023Updated 3 years ago
- We present a new method for long-tailed out-of-distribution detection☆16Jan 20, 2025Updated last year
- ☆40Aug 26, 2025Updated 10 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆16Jun 4, 2024Updated 2 years ago
- This is the example code for H2T☆19Mar 22, 2025Updated last year
- Dynamic, high-resolution poverty measurement in data-scarce environments☆11Dec 8, 2024Updated last year
- Code for our paper: Samuel and Chechik, "Distributional Robustness Loss for Long-tail Learning"☆32Jan 2, 2022Updated 4 years ago
- [NeurIPS 2023] Generalized Logit Adjustment☆40Apr 21, 2024Updated 2 years ago
- Official code for the paper "Weakly-Supervised Contrastive Learning for Imprecise Class Labels"☆48Nov 12, 2025Updated 8 months ago
- CVPR 2022 - official implementation for "Long-Tailed Recognition via Weight Balancing" https://arxiv.org/abs/2203.14197☆130Nov 30, 2024Updated last year
- Code Release for “Balanced Contrastive Learning for Long-Tailed Visual Recognition”☆113Oct 31, 2022Updated 3 years ago
- ☆12Jan 19, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [CVPR 2024] Code for our Paper "DeiT-LT: Distillation Strikes Back for Vision Transformer training on Long-Tailed Datasets"☆46Dec 29, 2024Updated last year
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆258Jun 11, 2026Updated last month
- ☆62Updated this week
- ☆59Feb 20, 2022Updated 4 years ago
- Official Implementation of Curriculum of Data Augmentation for Long-tailed Recognition (CUDA) (ICLR'23 Spotlight)☆23May 26, 2023Updated 3 years ago
- ResLT: Residual Learning for Long-tailed Recognition (TPAMI 2022)☆62Nov 7, 2023Updated 2 years ago
- [TPAMI 2024] Probabilistic Contrastive Learning for Long-Tailed Visual Recognition☆95Sep 30, 2024Updated last year
- ☆27Apr 23, 2026Updated 3 months ago
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆1,027Nov 25, 2025Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [CVPR2022] This repository contains code for the paper "Nested Collaborative Learning for Long-Tailed Visual Recognition", published at C…☆88May 25, 2024Updated 2 years ago
- This repository is the official Pytorch implementation of Balanced Product of Calibrated Experts for Long-Tailed Recognition (CVPR 2023).☆17Mar 13, 2025Updated last year
- official source code for the Paper: **Long-tailed Visual Recognition via Gaussian Clouded Logit Adjustment** based on Pytorch.☆46May 19, 2025Updated last year
- Code for "Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification", ECCV 2020 Spotlight☆38Feb 2, 2021Updated 5 years ago
- HACSurv: A Hierarchical Copula-based Approach for Survival Analysis with Dependent Competing Risks☆14Jun 6, 2026Updated last month
- Landsat-Bench: Datasets and Benchmarks for Landsat Foundation Models☆20Jun 18, 2025Updated last year
- [NeurIPS 2023 Spotlight] Combating Representation Learning Disparity with Geometric Harmonization☆24May 14, 2025Updated last year