tiger2017 / MLclfLinks
mini-imagenet and tiny-imagent dataset transformation for traditional classification task and also for the format for few-shot learning / meta-learning tasks
☆29Updated 2 years ago
Alternatives and similar repositories for MLclf
Users that are interested in MLclf are comparing it to the libraries listed below
Sorting:
- ☆65Updated last year
- Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World☆185Updated last year
- Official PyTorch implementation of "Dataset Condensation via Efficient Synthetic-Data Parameterization" (ICML'22)☆113Updated last year
- (Pytorch) Training ResNets on ImageNet-100 data☆60Updated 3 years ago
- This is a method of dataset condensation, and it has been accepted by CVPR-2022.☆69Updated last year
- Code for ICML 2022 paper — Efficient Test-Time Model Adaptation without Forgetting☆121Updated 2 years ago
- This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2…☆98Updated 3 years ago
- [AAAI-2022] Up to 100x Faster Data-free Knowledge Distillation☆70Updated 2 years ago
- Probabilistic lifElong Test-time Adaptation with seLf-training prior (PETAL)☆13Updated last year
- ☆86Updated 2 years ago
- ☆27Updated last year
- Code for CVPR2022 paper "Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency"☆24Updated 2 years ago
- Efficient Dataset Distillation by Representative Matching☆113Updated last year
- ICLR‘2021: Robust Early-learning: Hindering the Memorization of Noisy Labels☆76Updated 3 years ago
- PyTorch implementation of our Adam-NSCL algorithm from our CVPR2021 (oral) paper "Training Networks in Null Space for Continual Learning"☆61Updated 3 years ago
- [IJCAI-2021] Contrastive Model Inversion for Data-Free Knowledge Distillation☆72Updated 3 years ago
- ☆34Updated 5 years ago
- [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…☆126Updated 9 months ago
- ICLR 2024, Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching☆101Updated last year
- [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnab…☆45Updated 2 years ago
- [ICCV 2023] DataDAM: Efficient Dataset Distillation with Attention Matching☆34Updated 11 months ago
- This code accompanies the paper "Parameter-free Online Test-time Adaptation".☆72Updated 2 years ago
- Reimplmentation of Visualizing the Loss Landscape of Neural Nets with PyTorch 1.8☆29Updated 2 years ago
- [CVPR 2022] Official CoTTA Code for our paper Continual Test-Time Domain Adaptation☆277Updated 11 months ago
- [CVPR23] "Understanding and Improving Visual Prompting: A Label-Mapping Perspective" by Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zha…☆53Updated last year
- Official repository of "Back to Source: Diffusion-Driven Test-Time Adaptation"☆78Updated last year
- A PyTorch implementation of Centered Kernel Alignment (CKA) with GPU acceleration.☆47Updated last year
- The code of the paper "Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation" (CVPR2023)☆40Updated 2 years ago
- ☆28Updated last year
- [ICLR 2023] Trainable Weight Averaging: Efficient Training by Optimizing Historical Solutions☆27Updated 3 months ago