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:
- A Point Transformer with Federated Learning for HER2 Status Prediction☆19Apr 24, 2025Updated last year
- [CVPR'2025] Synthetic Data is an Elegant GIFT for Continual Vision-Language Models☆24Jun 29, 2025Updated last year
- [NeurIPS 2025] Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment☆22Mar 18, 2026Updated 6 months ago
- PyTorch code for the CVPR'23 paper: "ConStruct-VL: Data-Free Continual Structured VL Concepts Learning"☆14Feb 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Cross Visual Prompt Tuning [ICCV 2025]☆13Aug 3, 2025Updated last year
- ☆18Nov 15, 2024Updated last year
- ☆13Oct 24, 2023Updated 2 years ago
- Simple Contourlet Transform in Python☆17Jul 14, 2021Updated 5 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 4 months ago
- 局部归因图(Local Attribution Map， LAM)是一个超分辨率重建任务的可解释性工具，旨在找到低分辨率输入图像中对网络超分结果贡献最强烈的像素。LAM 将跟踪模型使用 的信息，并在指定超分结果局部区域的前提下，高亮对超分结果贡献最大的像素。☆18Aug 6, 2023Updated 3 years ago
- [CVPR 2025] Offical implementation of the paper "Skip Tuning: Pre-trained Vision-Language Models are Effective and Efficient Adapters The…☆31Sep 3, 2026Updated 2 weeks ago
- [ECCV 2024] Reliable Spatial-Temporal Voxels for Multi-Modal Test-Time Adaptation☆19Jan 12, 2026Updated 8 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [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☆38May 6, 2026Updated 4 months ago
- [CVPR'26] QuantVLA: Scale-Calibrated Post-Training Quantization for Vision-Language-Action Models☆47Mar 25, 2026Updated 5 months ago
- Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning☆23Mar 21, 2025Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆66Jan 21, 2024Updated 2 years ago
- [ICLR2026] Catching the Details: Self-Distilled RoI Predictors for Fine-Grained MLLM Perception☆18Jan 26, 2026Updated 7 months ago
- ☆21Jul 26, 2026Updated last month
- ☆23Jan 24, 2024Updated 2 years ago
- The official implementation of the paper "A Dual-Space Framework for General Knowledge Distillation of Large Language Models".☆17Jan 4, 2026Updated 8 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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" [CVPR'26]☆16Nov 10, 2025Updated 10 months ago
- ☆20Mar 21, 2026Updated 6 months ago
- [ICML 2024] Sparse Model Inversion: Efficient Inversion of Vision Transformers with Less Hallucination☆15Apr 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 months ago
- Code for the paper: Rehearsal-free Continual Language Learning via Efficient Parameter Isolation☆13May 16, 2023Updated 3 years ago
- Official Implementation of Paper FOLDER (ICCV2025) and Turbo (ECCV2024)☆15Jun 27, 2025Updated last year
- Datasets & Code for the WACV 2024 paper 'Robust Source-Free Domain Adaptation for Fundus Image Segmentation'☆13Jan 26, 2024Updated 2 years ago
- [ACM MM'24] CRLD: Cross-View Consistency Regularisation for Knowledge Distillation☆15Apr 10, 2025Updated last year
- 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.
- AMTML-KD: Adaptive Multi-teacher Multi-level Knowledge Distillation☆66Mar 9, 2021Updated 5 years ago
- [ICRA 2024] WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection☆12Feb 6, 2024Updated 2 years ago
- ☆11Apr 5, 2023Updated 3 years ago
- [NeurIPS 2024] Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation☆22Mar 15, 2025Updated last year
- [Findings of ACL 2023] Communication Efficient Federated Learning for Multilingual Machine Translation with Adapter☆12Sep 4, 2023Updated 3 years ago
- Repo of NeurIPS23☆17Oct 25, 2023Updated 2 years ago
- Code for Language-Inspired Relation Transfer for Few-Shot Class-Incremental Learning in IEEE TPAMI☆16Apr 18, 2025Updated last year