A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation Aug 25, 2023 Domain Generalization Segmentation
Code Code Available 5 Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available 5 Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization Feb 14, 2022 Domain Generalization Out-of-Distribution Generalization
Code Code Available 5 Efficient and Effective Augmentation Strategy for Adversarial Training Oct 27, 2022 Computational Efficiency Domain Generalization
Code Code Available 5 Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders Nov 16, 2023 Data Augmentation Domain Generalization
Code Code Available 5 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available 5 How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding Sep 13, 2021 Adversarial Robustness All
Code Code Available 5 iDAG: Invariant DAG Searching for Domain Generalization Jan 1, 2023 Contrastive Learning Domain Generalization
Code Code Available 5 Improving Generalization in Federated Learning by Seeking Flat Minima Mar 22, 2022 Domain Generalization Federated Learning
Code Code Available 5 Efficient Domain Generalization via Common-Specific Low-Rank Decomposition Mar 28, 2020 Data Augmentation Domain Generalization
Code Code Available 5 Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation May 25, 2023 Data Augmentation Diversity
Code Code Available 5 Adapting to Distribution Shift by Visual Domain Prompt Generation May 5, 2024 Domain Generalization Meta-Learning
Code Code Available 5 Grounding Visual Representations with Texts for Domain Generalization Jul 21, 2022 Domain Generalization
Code Code Available 5 Group-wise Inhibition based Feature Regularization for Robust Classification Mar 3, 2021 Classification Diversity
Code Code Available 5 Deeper, Broader and Artier Domain Generalization Oct 9, 2017 Domain Generalization
Code Code Available 5 Energy-Based Test Sample Adaptation for Domain Generalization Feb 22, 2023 Domain Generalization Variational Inference
Code Code Available 5 Domain Decorrelation with Potential Energy Ranking Jul 25, 2022 Domain Generalization
Code Code Available 5 Deep Learning for Face Anti-Spoofing: A Survey Jun 28, 2021 Deep Learning Domain Generalization
Code Code Available 5 Deep Learning for Hate Speech Detection: A Comparative Study Feb 19, 2022 Computational Efficiency Deep Learning
Code Code Available 5 Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training Nov 21, 2022 Anatomy Domain Generalization
Code Code Available 5 Gradient Matching for Domain Generalization Apr 20, 2021 Domain Generalization Image Classification
Code Code Available 5 HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation May 22, 2023 Domain Generalization Segmentation
Code Code Available 5 Collaborating Foundation Models for Domain Generalized Semantic Segmentation Dec 15, 2023 Domain Generalization Segmentation
Code Code Available 5 Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification Sep 4, 2021 Classification Domain Generalization
Code Code Available 5 APTv2: Benchmarking Animal Pose Estimation and Tracking with a Large-scale Dataset and Beyond Dec 25, 2023 Animal Pose Estimation Benchmarking
Code Code Available 5 Deep Stable Learning for Out-Of-Distribution Generalization Apr 16, 2021 Domain Generalization Out-of-Distribution Generalization
Code Code Available 5 Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization Oct 21, 2021 Domain Generalization Model Selection
Code Code Available 5 DEJA VU: Continual Model Generalization For Unseen Domains Jan 25, 2023 Data Augmentation Domain Adaptation
Code Code Available 5 Distribution Shift Inversion for Out-of-Distribution Prediction Jun 14, 2023 Domain Generalization Prediction
Code Code Available 5 Adversarial Training for Free! Apr 29, 2019 Adversarial Attack Adversarial Defense
Code Code Available 5 APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking Jun 12, 2022 Animal Pose Estimation Domain Generalization
Code Code Available 5 EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition Apr 4, 2023 Domain Generalization General Knowledge
Code Code Available 5 A2XP: Towards Private Domain Generalization Nov 17, 2023 Domain Generalization Privacy Preserving
Code Code Available 5 DIVA: Domain Invariant Variational Autoencoders May 24, 2019 Domain Generalization Rotated MNIST
Code Code Available 5 High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection Sep 20, 2022 Breast Cancer Detection Data Augmentation
Code Code Available 5 AdvST: Revisiting Data Augmentations for Single Domain Generalization Dec 20, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques May 27, 2023 Domain Generalization Language Modeling
Code Code Available 5 Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available 5 Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification Oct 12, 2023 Domain Generalization image-classification
Code Code Available 5 Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy Aug 27, 2023 Classification Domain Generalization
Code Code Available 5 AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Aug 7, 2023 Decoder Domain Generalization
Code Code Available 5 Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics Aug 28, 2023 counterfactual Domain Adaptation
Code Code Available 5 DGMamba: Domain Generalization via Generalized State Space Model Apr 11, 2024 Domain Generalization Mamba
Code Code Available 5 On Feature Normalization and Data Augmentation Feb 25, 2020 Data Augmentation Domain Generalization
Code Code Available 5 G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection Feb 7, 2024 Domain Generalization Neural Architecture Search
Code Code Available 5 Disentangling Masked Autoencoders for Unsupervised Domain Generalization Jul 10, 2024 Domain Generalization
Code Code Available 5 Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
Code Code Available 5 Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models Nov 2, 2023 Data Augmentation Domain Generalization
Code Code Available 5 APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP Apr 12, 2023 Domain Generalization Prompt Learning
Code Code Available 5 CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available 5 