OSVAI / SSD-KDLinks
The official project website of "Small Scale Data-Free Knowledge Distillation" (SSD-KD for short, published in CVPR 2024).
☆18Updated last year
Alternatives and similar repositories for SSD-KD
Users that are interested in SSD-KD are comparing it to the libraries listed below
Sorting:
- Official implementation for "Knowledge Distillation with Refined Logits".☆14Updated 10 months ago
- Code for 'Multi-level Logit Distillation' (CVPR2023)☆66Updated 9 months ago
- a training-free approach to accelerate ViTs and VLMs by pruning redundant tokens based on similarity☆29Updated last month
- Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach, CVPR 2024☆22Updated 11 months ago
- The offical implementation of [NeurIPS2024] Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation https://ar…☆42Updated 7 months ago
- [CVPR '25] Official implementation of the paper "Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages", accepted at (an…☆17Updated 3 months ago
- CVPR 2023, Class Attention Transfer Based Knowledge Distillation☆44Updated 2 years ago
- This resposity maintains a collection of important papers on knowledge distillation (awesome-knowledge-distillation)).☆79Updated 3 months ago
- [CVPR2023] Federated Incremental Semantic Segmentation☆36Updated last year
- PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444☆128Updated last year
- [ECCV 2024] Isomorphic Pruning for Vision Models☆70Updated 11 months ago
- Official code for Scale Decoupled Distillation☆42Updated last year
- [CVPR 2024] Open-Set Domain Adaptation for Semantic Segmentation☆43Updated 11 months ago
- ☆26Updated last year
- This repo contains the source code for VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks (NeurIPS 2024).☆39Updated 9 months ago
- Continual Forgetting for Pre-trained Vision Models (CVPR 2024)☆65Updated this week
- [AAAI 2023] Official PyTorch Code for "Curriculum Temperature for Knowledge Distillation"☆176Updated 7 months ago
- [CVPR 2023] Castling-ViT: Compressing Self-Attention via Switching Towards Linear-Angular Attention During Vision Transformer Inference☆30Updated last year
- Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models☆108Updated last week
- WeGeFT: Weight‑Generative Fine‑Tuning for Multi‑Faceted Efficient Adaptation of Large Models☆20Updated last week
- ☆29Updated last year
- Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023☆88Updated last year
- ☆39Updated 11 months ago
- 🔥 🔥 [WACV2024] Mini but Mighty: Finetuning ViTs with Mini Adapters☆20Updated last year
- PELA: Learning Parameter-Efficient Models with Low-Rank Approximation [CVPR 2024]☆18Updated last year
- The codebase for paper "PPT: Token Pruning and Pooling for Efficient Vision Transformer"☆24Updated 8 months ago
- Official implementation of NeurIPS 2024 "Visual Fourier Prompt Tuning"☆31Updated 6 months ago
- ☆30Updated 4 months ago
- The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"☆117Updated 8 months ago
- The official implementation for MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning (CVPR '24)☆55Updated 2 weeks ago