Baijiong-Lin / LoRA-TorchLinks
PyTorch Reimplementation of LoRA (featuring with supporting nn.MultiheadAttention in OpenCLIP)
☆70Updated 3 months ago
Alternatives and similar repositories for LoRA-Torch
Users that are interested in LoRA-Torch are comparing it to the libraries listed below
Sorting:
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆406Updated last year
- ☆172Updated last year
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆222Updated 3 months ago
- Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models☆103Updated 2 years ago
- Exploring Visual Prompts for Adapting Large-Scale Models☆282Updated 3 years ago
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆171Updated last year
- Test-time Prompt Tuning (TPT) for zero-shot generalization in vision-language models (NeurIPS 2022))☆194Updated 2 years ago
- [TPAMI] Searching prompt modules for parameter-efficient transfer learning.☆235Updated last year
- Official code for ICLR 2024 paper, "A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation"☆79Updated last year
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆98Updated last year
- [ICCV'23 Main Track, WECIA'23 Oral] Official repository of paper titled "Self-regulating Prompts: Foundational Model Adaptation without F…☆276Updated last year
- Use naive MultiheadAttention implement to replace nn.MultiheadAttention in pytorch☆37Updated 7 months ago
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning☆161Updated 3 years ago
- [NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".☆187Updated last year
- [AAAI'25, CVPRW 2024] Official repository of paper titled "Learning to Prompt with Text Only Supervision for Vision-Language Models".☆113Updated 9 months ago
- Code to train CLIP model☆123Updated 3 years ago
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆151Updated last year
- Source code for the paper "Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts" (ICML 2024)☆89Updated 11 months ago
- Official implementation for CVPR'23 paper "BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning"☆110Updated 2 years ago
- ☆192Updated 2 years ago
- ☆50Updated 4 months ago
- [ICCV 2023 & AAAI 2023] Binary Adapters & FacT, [Tech report] Convpass☆193Updated 2 years ago
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆100Updated last year
- ☆101Updated last year
- Is synthetic data from generative models ready for image recognition?☆183Updated 2 years ago
- [NeurIPS 2023] Generalized Logit Adjustment☆38Updated last year
- [ICCV 2023] Prompt-aligned Gradient for Prompt Tuning☆167Updated 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…☆29Updated last year
- PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022☆88Updated last year
- Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World☆191Updated 2 years ago