Topic: domain-generalization Goto Github
Some thing interesting about domain-generalization
Some thing interesting about domain-generalization
domain-generalization,MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)
Organization: alinlab
Home Page: https://arxiv.org/abs/2012.09392
domain-generalization,CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021
Organization: amazon-science
domain-generalization,[ICCV 2023] Prompt-aligned Gradient for Prompt Tuning
User: beierzhu
domain-generalization,[CVPR2021] Meta Batch-Instance Normalization for Generalizable Person Re-Identification
User: bismex
domain-generalization,OOD Generalization and Detection (ACL 2020)
User: camelop
Home Page: https://arxiv.org/abs/2004.06100
domain-generalization,Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020
User: cleardusk
domain-generalization,Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems to reduce costs, extend their lifespan, and facilitate sustainable development.
User: conditionwang
domain-generalization,[TMI'22] "AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation".
User: crazorback
Home Page: https://arxiv.org/abs/2207.13249
domain-generalization,Bearing Fault Diagnosis Employing Transfer Learning Techniques: Domain Adaptation and Domain Generalization
User: feaxure-fresh
domain-generalization,"Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness" (NeurIPS 2020).
User: garyzhao
Home Page: https://arxiv.org/abs/2010.08001
domain-generalization,Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation. ECCV 2022
User: helioszhao
domain-generalization,ImageNet-R(endition) and DeepAugment (ICCV 2021)
User: hendrycks
domain-generalization,A Harder ImageNet Test Set (CVPR 2021)
User: hendrycks
domain-generalization,Corruption and Perturbation Robustness (ICLR 2019)
User: hendrycks
domain-generalization,Domain Adaptation and Generalization for Medical Image Analysis
Organization: hilab-git
domain-generalization,Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
User: hytseng0509
domain-generalization,[ICCV 2021] Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain
User: icgy96
Home Page: https://arxiv.org/abs/2108.08487
domain-generalization,Code for Transfer Learning book--《迁移学习导论》配套代码
User: jindongwang
domain-generalization,Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
User: jindongwang
Home Page: http://transferlearning.xyz/
domain-generalization,Awesome things about domain generalization, including papers, code, etc.
User: junkunyuan
domain-generalization,[AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation"
User: kaiseem
domain-generalization,A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
User: kaiyangzhou
domain-generalization,Domain Generalization with MixStyle (ICLR'21)
User: kaiyangzhou
domain-generalization,Benchmarks for semi-supervised domain generalization.
User: kaiyangzhou
domain-generalization,[ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization
User: lfhase
domain-generalization,[ICLR 2022] Official pytorch implementation of "Uncertainty Modeling for Out-of-Distribution Generalization" in International Conference on Learning Representations (ICLR) 2022.
User: lixiaotong97
domain-generalization,Domain Generalization via Gradient Surgery
User: lucasmansilla
domain-generalization,GMoE could be the next backbone model for many kinds of generalization task.
User: luodian
domain-generalization,Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.
Organization: microsoft
domain-generalization,Unsupervised Domain Adaptation for Computer Vision Tasks
Organization: microsoft
Home Page: https://arxiv.org/abs/2106.10812
domain-generalization,[ICIP2020] TOWARDS DOMAIN GENERALIZATION IN UNDERWATER OBJECT DETECTION
User: mousecpn
domain-generalization,An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
User: mseg-dataset
domain-generalization,PyTorch Implementation of GenerSpeech (NeurIPS'22): a text-to-speech model towards zero-shot style transfer of OOD custom voice.
User: rongjiehuang
domain-generalization,[CVPR 2019] Pytorch codes for Multi-adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection
User: rshaojimmy
domain-generalization,[AAAI 2020] Pytorch codes for Regularized Fine-grained Meta Face Anti-spoofing
User: rshaojimmy
Home Page: https://arxiv.org/pdf/1911.10771.pdf
domain-generalization,Code for EMNLP-IJCNLP 2019 MRQA Workshop Paper: "Domain-agnostic Question-Answering with Adversarial Training"
User: seanie12
Home Page: https://arxiv.org/abs/1910.09342
domain-generalization,[ECCV 2020] QAConv: Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting, and [CVPR 2022] GS: Graph Sampling Based Deep Metric Learning
User: shengcailiao
Home Page: https://arxiv.org/abs/1904.10424
domain-generalization,Collection of awesome test-time (domain/batch/instance) adaptation methods
User: tim-learn
domain-generalization,A Unified Framework for scalable Vehicle Trajectory Prediction
Organization: vita-epfl
domain-generalization,A curated list of papers and resources about the distribution shift in machine learning.
User: weitianxin
domain-generalization,Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"
User: wildphoton
domain-generalization,[CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation
User: yasserben
Home Page: https://arxiv.org/abs/2312.09788
domain-generalization,This is an official PyTorch implementation of the ICML 2023 paper AdaNPC and SIGKDD paper DRM.
User: yfzhang114
domain-generalization,Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~
User: yuxiangzhang-bit
domain-generalization,[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond
User: yyzharry
Home Page: http://mdlt.csail.mit.edu
domain-generalization,[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
User: yyzharry
Home Page: https://subpopbench.csail.mit.edu
domain-generalization,Searching prompt modules for parameter-efficient transfer learning.
User: zhangyuanhan-ai
domain-generalization,Official implementation of PCS in essay "Prompt Vision Transformer for Domain Generalization"
User: zhengzangw
domain-generalization,CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning, https://arxiv.org/abs/2203.01522
User: zhihou7
domain-generalization,[CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization
User: zzzqzhou
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