Alternatives and similar repositories for What-is-Dataset-Distillation-Learning

Users that are interested in What-is-Dataset-Distillation-Learning are comparing it to the libraries listed below

• shaoshitong / G_VBSM_Dataset_Condensation
  [CVPR2024 highlight] Generalized Large-Scale Data Condensation via Various Backbone and Statistical Matching (G-VBSM)
  ☆28Updated 7 months ago
• silicx / LoRS_Distill
  Code for our ICML'24 on multimodal dataset distillation
  ☆37Updated 7 months ago
• NUS-HPC-AI-Lab / PAD
  Prioritize Alignment in Dataset Distillation
  ☆20Updated 6 months ago
• NUS-HPC-AI-Lab / DD-Ranking
  Data distillation benchmark
  ☆64Updated this week
• yolky / RCIG
  ☆14Updated 2 years ago
• MIV-XJTU / SPEED
  PyTorch implementation of paper "Sparse Parameterization for Epitomic Dataset Distillation" in NeurIPS 2023.
  ☆21Updated 11 months ago
• shaoshitong / EDC
  Elucidated Dataset Condensation (NeurIPS 2024)
  ☆22Updated 8 months ago
• princetonvisualai / multimodal_dataset_distillation
  ☆56Updated 5 months ago
• ichbill / LTDD
  Official Implementation of paper "Distilling Long-tailed Datasets"
  ☆14Updated 2 weeks ago
• VILA-Lab / SRe2L
  (NeurIPS 2023 spotlight) Large-scale Dataset Distillation/Condensation, 50 IPC (Images Per Class) achieves the highest 60.8% on original …
  ☆128Updated 6 months ago
• vimar-gu / MinimaxDiffusion
  [CVPR2024] Efficient Dataset Distillation via Minimax Diffusion
  ☆90Updated last year
• suduo94 / D4M
  A pytorch implementation of CVPR24 paper "D4M: Dataset Distillation via Disentangled Diffusion Model"
  ☆31Updated 9 months ago
• NUS-HPC-AI-Lab / DATM
  ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching
  ☆101Updated last year
• AngusDujw / FTD-distillation
  The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)
  ☆40Updated 2 years ago
• showlab / datacentric.vlp
  Compress conventional Vision-Language Pre-training data
  ☆51Updated last year
• yuz1wan / video_distillation
  Official implementation of Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement.
  ☆30Updated 9 months ago
• justincui03 / tesla
  ☆28Updated last year
• LINs-lab / RDED
  [CVPR 2024] On the Diversity and Realism of Distilled Dataset: An Efficient Dataset Distillation Paradigm
  ☆71Updated 3 months ago
• yfzhang114 / LLaVA-Align
  This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strat…
  ☆78Updated 3 months ago
• NUS-HPC-AI-Lab / EDF
  ☆18Updated 6 months ago
• yongchaoz / FRePo
  Official Code for Dataset Distillation using Neural Feature Regression (NeurIPS 2022)
  ☆47Updated 2 years ago
• princetonvisualai / icons
  ☆16Updated last month
• TencentARC / pi-Tuning
  Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.
  ☆33Updated last year
• GeorgeCazenavette / glad
  ☆113Updated 2 years ago
• DataDistillation / DataDAM
  [ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching
  ☆34Updated 11 months ago
• Yanqing0327 / DREAM
  Efficient Dataset Distillation by Representative Matching
  ☆113Updated last year
• G-JWLee / COINCIDE_code
  ☆14Updated 7 months ago
• HKUST-LongGroup / CoMM
  Official repository for CoMM Dataset
  ☆35Updated 5 months ago
• meetdavidwan / crg
  PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"
  ☆34Updated last year
• Yaxin9Luo / Gamma-MOD
  [ICLR2025] γ -MOD: Mixture-of-Depth Adaptation for Multimodal Large Language Models
  ☆36Updated 3 months ago