[CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners
☆381Jun 1, 2023Updated 2 years ago
Alternatives and similar repositories for CaFo
Users that are interested in CaFo are comparing it to the libraries listed below
Sorting:
- ☆666Nov 28, 2023Updated 2 years ago
- [CVPR 2023] Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners☆45Jun 14, 2023Updated 2 years ago
- ☆576Jul 19, 2022Updated 3 years ago
- [ICCV 2023] Code for "Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement"☆149Apr 21, 2024Updated last year
- [AAAI 2023] Zero-Shot Enhancement of CLIP with Parameter-free Attention☆93Apr 29, 2023Updated 2 years ago
- Code for the paper: "SuS-X: Training-Free Name-Only Transfer of Vision-Language Models" [ICCV'23]☆105Aug 22, 2023Updated 2 years ago
- ☆199May 10, 2023Updated 2 years ago
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆85Apr 21, 2024Updated last year
- Cross-modal few-shot adaptation with CLIP☆352Apr 29, 2025Updated 10 months ago
- The efficient tuning method for VLMs☆81Mar 10, 2024Updated 2 years ago
- Task Residual for Tuning Vision-Language Models (CVPR 2023)☆76May 27, 2023Updated 2 years ago
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆82Jun 7, 2025Updated 9 months ago
- [ICCV 2023] Prompt-aligned Gradient for Prompt Tuning☆168Jul 15, 2023Updated 2 years ago
- [CVPR 2023] Official repository of paper titled "MaPLe: Multi-modal Prompt Learning".☆807Jul 24, 2023Updated 2 years ago
- ☆56Apr 19, 2024Updated last year
- Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)☆2,184May 20, 2024Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆173Dec 14, 2023Updated 2 years ago
- This repository contains the code and datasets for our ICCV-W paper 'Enhancing CLIP with GPT-4: Harnessing Visual Descriptions as Prompts…☆30Feb 21, 2024Updated 2 years ago
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆286Sep 28, 2023Updated 2 years ago
- SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models☆21Jan 11, 2024Updated 2 years ago
- Few-shot learning with mislabeled support samples☆45Feb 28, 2023Updated 3 years ago
- Official implementation for the paper "Prompt Pre-Training with Over Twenty-Thousand Classes for Open-Vocabulary Visual Recognition"☆259May 3, 2024Updated last year
- [ICLR'24] Consistency-guided Prompt Learning for Vision-Language Models☆85May 24, 2024Updated last year
- Official code for ICCV 2023 paper, "Improving Zero-Shot Generalization for CLIP with Synthesized Prompts"☆104Mar 6, 2024Updated 2 years ago
- ☆22Apr 27, 2024Updated last year
- CVPR2024: Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models☆92Jul 4, 2024Updated last year
- [NeurIPS 2022] Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training☆225May 4, 2023Updated 2 years ago
- ☆175Dec 29, 2023Updated 2 years ago
- The multi-view version of MonoDETR on nuScenes dataset☆21Nov 4, 2022Updated 3 years ago
- ❄️🔥 Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119☆1,213Sep 2, 2023Updated 2 years ago
- CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet☆223Dec 16, 2022Updated 3 years ago
- Official Implementation of "Read-only Prompt Optimization for Vision-Language Few-shot Learning", ICCV 2023☆55Aug 19, 2023Updated 2 years ago
- Prompt Tuning based Adapter for Vision-Language Model Adaption☆16Sep 1, 2023Updated 2 years ago
- vit for few-shot classification☆47Mar 24, 2023Updated 2 years ago
- ☆106Dec 7, 2023Updated 2 years ago
- ☆21Jan 8, 2023Updated 3 years ago
- PyTorch implementation of ICML 2023 paper "SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation"☆101Jun 28, 2023Updated 2 years ago
- [NeurIPS 2024] Code for Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models☆47Mar 14, 2025Updated last year
- ☆48Nov 1, 2023Updated 2 years ago