NUS-HPC-AI-Lab / InfoBatchLinks
Lossless Training Speed Up by Unbiased Dynamic Data Pruning
☆334Updated 8 months ago
Alternatives and similar repositories for InfoBatch
Users that are interested in InfoBatch are comparing it to the libraries listed below
Sorting:
- [ICCV2023] Dataset Quantization☆258Updated last year
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆101Updated last year
- ☆198Updated 7 months ago
- [NeurIPS'22] This is an official implementation for "Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning".☆182Updated last year
- A generalized framework for subspace tuning methods in parameter efficient fine-tuning.☆141Updated 3 months ago
- Efficient Dataset Distillation by Representative Matching☆113Updated last year
- My implementation of "Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution"☆234Updated 2 months ago
- A collection of parameter-efficient transfer learning papers focusing on computer vision and multimodal domains.☆401Updated 8 months ago
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning (ICLR 2023).☆327Updated 2 years ago
- Official code for our CVPR'22 paper “Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space”☆249Updated last year
- ☆105Updated 11 months ago
- Dataset pruning for ImageNet and LAION-2B.☆79Updated 11 months ago
- [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion☆90Updated last year
- (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …☆128Updated 6 months ago
- ☆191Updated last year
- Official implementation for paper "Knowledge Diffusion for Distillation", NeurIPS 2023☆86Updated last year
- ☆87Updated 2 years ago
- [ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.☆102Updated 5 months ago
- ☆145Updated 8 months ago
- [CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".☆247Updated 2 years ago
- Official code for our paper, "LoRA-Pro: Are Low-Rank Adapters Properly Optimized? "☆117Updated last month
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆61Updated 4 months ago
- Is synthetic data from generative models ready for image recognition?☆183Updated 2 years ago
- Give us minutes, we give back a faster Mamba. The official implementation of "Faster Vision Mamba is Rebuilt in Minutes via Merged Token …☆39Updated 5 months ago
- PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"☆238Updated 2 years ago
- ☆117Updated last year
- [NeurIPS 2024] Classification Done Right for Vision-Language Pre-Training☆209Updated 2 months ago
- [NeurIPS'24 Oral] HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning☆203Updated 6 months ago
- Awesome-Low-Rank-Adaptation☆102Updated 7 months ago
- The official implementation of "2024NeurIPS Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation"☆46Updated 5 months ago