[CVPR2024] Simple Semantic-Aided Few-Shot Learning
☆62Sep 1, 2024Updated last year
Alternatives and similar repositories for SemFew
Users that are interested in SemFew are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆39Dec 11, 2023Updated 2 years ago
- ☆29Dec 29, 2023Updated 2 years ago
- Code implementation for the paper: Supervised Masked Knowledge Distillation for Few-Shot Transformers☆42Mar 29, 2023Updated 3 years ago
- ☆43May 31, 2023Updated 3 years ago
- ☆19Jun 17, 2025Updated 11 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Official implementation of the paper "Rethinking Generalization in Few-Shot Classification" [NeurIPS 2022]☆68Feb 28, 2023Updated 3 years ago
- Official code Implementation of "Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP" (AAA…☆21Dec 17, 2024Updated last year
- Code for CVPR2024 Paper: Flatten Long-Range Loss Landscapes for Cross-Domain Few-Shot Learning☆16Jul 4, 2024Updated last year
- vit for few-shot classification☆48Mar 24, 2023Updated 3 years ago
- ☆54Apr 19, 2024Updated 2 years ago
- The code of paper "Enhancing Information Maximization with Distance-Aware Contrastive Learning for Source-Free Cross-Domain Few-Shot Lear…☆15Aug 28, 2025Updated 9 months ago
- Multiform Ensemble Self-Supervised Learning for Few-Shot Remote Sensing Scene Classification☆13Mar 10, 2023Updated 3 years ago
- Official implementation of "ImagineFSL: Self-Supervised Pretraining Matters on Imagined Base Set for VLM-based Few-shot Learning" [CVPR 2…☆29Sep 1, 2025Updated 9 months ago
- [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners☆57Sep 5, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- (CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks☆134Jul 10, 2023Updated 2 years ago
- The Pytorch code of "Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification", CVPR 2022 (Oral).☆185Mar 16, 2024Updated 2 years ago
- This repository lists some awesome public projects about Zero-shot/Few-shot Learning based on CLIP (Contrastive Language-Image Pre-Traini…☆29Nov 28, 2024Updated last year
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆83Jun 7, 2025Updated last year
- Pytorch source code of ESPT method in AAAI 2023☆22Jul 23, 2023Updated 2 years ago
- ☆16Nov 12, 2022Updated 3 years ago
- Discriminative Sample-Guided and Parameter-Efficient Feature Space Adaptation for Cross-domain Few-Shot Learning - CVPR 2024☆24Dec 5, 2024Updated last year
- ☆22Jan 8, 2023Updated 3 years ago
- ☆27Dec 28, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 📍 Official repository of paper "ProtoCLIP: Prototypical Contrastive Language Image Pretraining" (IEEE TNNLS 2023)☆56Nov 8, 2023Updated 2 years ago
- [ICCV 23] Frequency Guidance Matters in Few-shot Learning☆17Aug 3, 2024Updated last year
- The code of "Learning Task-aware Local Representations for Few-shot Learning", IJCAI 2020.☆20Jul 28, 2020Updated 5 years ago
- [CVPR-2024] Official implementations of CLIP-KD: An Empirical Study of CLIP Model Distillation☆148Aug 22, 2025Updated 9 months ago
- Official code of "UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models" WACV2026☆37Nov 24, 2025Updated 6 months ago
- ☆44Apr 8, 2024Updated 2 years ago
- ☆11Dec 13, 2023Updated 2 years ago
- [CVPR 2025] Few-shot Recognition via Stage-Wise Retrieval-Augmented Finetuning☆32Mar 15, 2026Updated 3 months ago
- The summary of code and paper for few-shot learning in fine-grained recognition☆83Jun 26, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆20May 16, 2024Updated 2 years ago
- ☆49Feb 18, 2025Updated last year
- Official PyTorch Implementation of Holistic Prototype Activation for Few-Shot Segmentation (TPAMI'22).☆23Jul 22, 2022Updated 3 years ago
- ☆677Nov 28, 2023Updated 2 years ago
- PyTorch code for the paper "CrossTransformers: spatially-aware few-shot transfer"☆25Dec 20, 2020Updated 5 years ago
- CVPR2023: Few-Shot Learning with Visual Distribution Calibration and Cross-Modal Distribution Alignment☆14May 19, 2023Updated 3 years ago
- Official code for ProtoDiff☆16Dec 6, 2023Updated 2 years ago