VICO-UoE / DatasetCondensationLinks
Dataset Condensation (ICLR21 and ICML21)
☆513Updated last year
Alternatives and similar repositories for DatasetCondensation
Users that are interested in DatasetCondensation are comparing it to the libraries listed below
Sorting:
- Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"☆425Updated 10 months ago
- Code for coreset selection methods☆234Updated 2 years ago
- Open-source code for paper "Dataset Distillation"☆806Updated this week
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆113Updated last year
- A curated list of awesome papers on dataset distillation and related applications.☆1,669Updated last week
- Awesome coreset/core-set/subset/sample selection works.☆175Updated 11 months ago
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆503Updated 11 months ago
- A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.☆305Updated this week
- Efficient Dataset Distillation by Representative Matching☆113Updated last year
- Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)☆504Updated 2 years ago
- ☆86Updated 2 years ago
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆969Updated last week
- ☆113Updated 2 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆447Updated 10 months ago
- A curated list of trustworthy deep learning papers. Daily updating...☆368Updated this week
- Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase …☆202Updated 4 years ago
- This is a method of dataset condensation, and it has been accepted by CVPR-2022.☆69Updated last year
- ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization☆403Updated 4 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆519Updated 4 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆403Updated 2 years ago
- code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Ad…☆457Updated last year
- Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and o…☆294Updated last year
- Reproduce CKA: Similarity of Neural Network Representations Revisited☆303Updated 5 years ago
- This is a PyTorch reimplementation of Influence Functions from the ICML2017 best paper: Understanding Black-box Predictions via Influence…☆333Updated last year
- Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World☆185Updated last year
- [ICCV2023] Dataset Quantization☆258Updated last year
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆90Updated 3 years ago
- COALA: A Practical and Vision-Centric Federated Learning Platform, accepted to ICML'24☆115Updated 6 months ago
- Relevant papers in Continual Learning☆729Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆686Updated this week