This repository contains the **official implementation** of the paper: "VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks".
☆20Mar 23, 2025Updated last year
Alternatives and similar repositories for VL2Lite
Users that are interested in VL2Lite are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于改进CycleGAN＆pix2pix的黑白图像上色系统☆11Nov 29, 2023Updated 2 years ago
- Comparing performance of different InfoNCE type losses used in contrastive learning.☆15Jun 12, 2024Updated 2 years ago
- [ICML 2026] Official implementation of Vision-aligned Latent Reasoning for Multi-modal Large Language Model (VaLR)☆20Apr 30, 2026Updated 2 months ago
- [CVPR'2025] Synthetic Data is an Elegant GIFT for Continual Vision-Language Models☆25Jun 29, 2025Updated last year
- [NeurIPS 2025] Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment☆22Mar 18, 2026Updated 4 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.
- The solution for the AI City Challenge 2023 Track 3 (Naturalistic Driving Action Recognition)☆15Aug 1, 2023Updated 2 years ago
- 🚄 Fast, accurate & memory efficient LLM distillation via tokens, classes and samples selection☆20Feb 3, 2026Updated 5 months ago
- ☆29May 13, 2025Updated last year
- PyTorch code for the CVPR'23 paper: "ConStruct-VL: Data-Free Continual Structured VL Concepts Learning"☆13Feb 5, 2024Updated 2 years ago
- Code for MERL's ECCV 2022 paper on Cross-Modal Knowledge Transfer Without Task-Relevant Source Data☆11Jul 19, 2022Updated 4 years ago
- Cross Visual Prompt Tuning [ICCV 2025]☆13Aug 3, 2025Updated 11 months ago
- [ICLR'23] Effective Self-supervised Pre-training on Low-compute networks without Distillation☆18Oct 9, 2024Updated last year
- [ICANN 2024 (Oral)] MISS: A Generative Pre-training and Fine-tuning Approach for Med-VQA☆12Aug 8, 2024Updated last year
- ☆18Nov 15, 2024Updated last year
- 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.
- ☆14May 16, 2024Updated 2 years ago
- Analyzing partial dimensional collapse in non-contrastive self-supervised learning. "Understanding Collapse in Non-Contrastive Siamese Re…☆16Nov 12, 2023Updated 2 years ago
- ☆12Oct 24, 2023Updated 2 years ago
- Official implementation of MOST: Multiple object localization with self-supervised transformers published at ICCV 2023☆17Mar 20, 2024Updated 2 years ago
- Code of ["Spectral Prompt Tuning: Unveiling Unseen Classes for Zero-Shot Semantic Segmentation"]☆14Apr 26, 2024Updated 2 years ago
- [CVPR 2025] Official PyTorch Code for "DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models"☆48Apr 28, 2026Updated 2 months ago
- [EMNLP 2024 poster] Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning☆16Dec 17, 2024Updated last year
- [NeurIPS 2025] VT-FSL: Bridging Vision and Text with LLMs for Few-Shot Learning☆36May 6, 2026Updated 2 months ago
- Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning☆23Mar 21, 2025Updated 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.
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- ☆23Jan 24, 2024Updated 2 years ago
- The official implementation of the paper "A Dual-Space Framework for General Knowledge Distillation of Large Language Models".☆18Jan 4, 2026Updated 6 months ago
- Official PyTorch implementation of CASS, from the following paper: CASS: Cross Architectural Self-Supervision for Medical Image Analysis…☆20Feb 22, 2024Updated 2 years ago
- Official implementation of "Vision LLMs Are Bad at Hierarchical Visual Understanding, and LLMs Are the Bottleneck"☆16Nov 10, 2025Updated 8 months ago
- ☆17Mar 21, 2026Updated 4 months ago
- [ICML 2024] Sparse Model Inversion: Efficient Inversion of Vision Transformers with Less Hallucination☆14Apr 29, 2025Updated last year
- The official pytorch implemention of our IJCV-2025 paper "Learning with Enriched Inductive Biases for Vision-Language Models".☆15Jul 6, 2026Updated 2 weeks ago
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Datasets & Code for the WACV 2024 paper 'Robust Source-Free Domain Adaptation for Fundus Image Segmentation'☆13Jan 26, 2024Updated 2 years ago
- This project is an image classification project using a deep-learning based on Convolutional Neural Networks (CNNs) with Keras. The Dog…☆12Feb 16, 2023Updated 3 years ago
- [CVPR 2025] Official implementation of BiomedCoOp☆124May 17, 2026Updated 2 months ago
- [ICRA 2024] WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection☆12Feb 6, 2024Updated 2 years ago
- Repository for the paper 'Medical diffusion on a budget: textual inversion for medical image generation'☆12Dec 11, 2024Updated last year
- FungiTastic Dataset for fine-grained recognition of Fungi from images and metadata☆15May 16, 2026Updated 2 months ago
- [Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter☆12Sep 4, 2023Updated 2 years ago