Impression2805

Impression2805's starred repositories

Generalization-Causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

awesome_OpenSetRecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

1031 37 9

PyCIL

PyCIL: A Python Toolbox for Class-Incremental Learning

Language:PythonNOASSERTION733 7 79

PyHessian

PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks

Language:Jupyter NotebookMIT645 14 17

openmixup

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

Language:PythonApache-2.0590 16 53

Best-Incremental-Learning

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

516 18 22

vision-transformers-cifar10

Let's train vision transformers (ViT) for cifar 10!

Language:PythonMIT492 6 22

class-incremental-learning

PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)

Language:PythonMIT459 13 46

awesome-source-free-test-time-adaptation

A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation

436 11 7

Awesome-Novel-Class-Discovery

A list of papers that studies Novel Class Discovery

394 15 6

awesome-trustworthy-deep-learning

A curated list of trustworthy deep learning papers. Daily updating...

MIT300 120

deterministic-uncertainty-quantification

Code for "Uncertainty Estimation Using a Single Deep Deterministic Neural Network"

Language:PythonMIT263 7 11

TMC

The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]

Language:Python213 10

Awesome-Forgetting-in-Deep-Learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.

179 60

GMMSeg

[NeurIPS 2022 Spotlight] GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models

Language:PythonApache-2.0156 10 9

XCurve

XCurve is an end-to-end PyTorch library for X-Curve metrics optimizations in machine learning.

Language:Python144 3 2

dytox

Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022

Language:PythonApache-2.0132 3 25

Awesome-Mixup

Awesome List of Mixup Augmentation Papers for Visual Representation Learning

Apache-2.090 5 1

DNC

Official Pytorch implementation of 'Visual Recognition with Deep Nearest Centroids'. (ICLR2023 Spotlight)

Language:PythonMIT63 7 3

MCM

PyTorch implementation of MCM (Delving into out-of-distribution detection with vision-language representations), NeurIPS 2022

Language:Python60 4 18

dbu-robustness

Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)

Language:Python26 20

DOCTOR

Advances in Neural Information Processing Systems (NeurIPS 2021)

Language:PythonMIT2200

failure_detection_benchmark

Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.

Language:Jupyter NotebookMIT20 3 1

pytorch-SelectiveNet

Unofficial pytorch implementation of 'SelectiveNet: A Deep Neural Network with an Integrated Reject Option' [Geifman+, ICML2019]

Language:PythonMIT18 4 2

NNCSL

Official implementation of NNCSL

Language:PythonMIT18 2 3

ActiveGCD

Code for our CVPR 2024 paper "Active Generalized Category Discovery"

Language:PythonMIT1800

DeepLDA

End-to-end Deep Linear Discriminant Analysis in Pytorch.

Language:Python15 2 6

SSProbing

Repo for the paper "Trust, but Verify: Using Self-Supervised Probing to Improve Trustworthiness" (ECCV 2022)

Language:PythonMIT6 10

awesome-mixup

A paper list about mixup.

3 20

awesome-outlier-detection-resources

Outlier detection related books and papers.

MIT100