PatchNet: A Simple Face Anti-Spoofing Framework via Fine-Grained Patch Recognition Mar 27, 2022 Domain Generalization Face Anti-Spoofing
Code Code Available Improving Generalization in Federated Learning by Seeking Flat Minima Mar 22, 2022 Domain Generalization Federated Learning
Code Code Available A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available Domain Generalization by Mutual-Information Regularization with Pre-trained Models Mar 21, 2022 Domain Generalization
Code Code Available On Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization and Beyond Mar 17, 2022 Domain Generalization
Code Code Available Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization Mar 15, 2022 Domain Generalization Style Transfer
Code Code Available AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Mar 13, 2022 3D Part Segmentation Domain Generalization
Code Code Available Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Mar 10, 2022 Contrastive Learning Domain Generalization
Code Code Available Bridging the Source-to-target Gap for Cross-domain Person Re-Identification with Intermediate Domains Mar 3, 2022 Domain Generalization Person Re-Identification
Code Code Available FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving Feb 28, 2022 Autonomous Driving Domain Generalization
Code Code Available Deep Learning for Hate Speech Detection: A Comparative Study Feb 19, 2022 Computational Efficiency Deep Learning
Code Code Available Learning to Generalize across Domains on Single Test Samples Feb 16, 2022 Bayesian Inference Domain Adaptation
Code Code Available ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification Feb 15, 2022 Data Augmentation Domain Generalization
Code Code Available 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 Provable Domain Generalization via Invariant-Feature Subspace Recovery Jan 30, 2022 Domain Generalization
Code Code Available ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks Jan 6, 2022 Domain Generalization Sensitivity
Code Code Available PCL: Proxy-Based Contrastive Learning for Domain Generalization Jan 1, 2022 Contrastive Learning Domain Generalization
Code Code Available Optimal Representations for Covariate Shift Dec 31, 2021 Domain Generalization Image Classification
Code Code Available PRIME: A few primitives can boost robustness to common corruptions Dec 27, 2021 Computational Efficiency Data Augmentation
Code Code Available Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization Dec 21, 2021 Domain Adaptation Domain Generalization
Code Code Available Large Dual Encoders Are Generalizable Retrievers Dec 15, 2021 Domain Generalization Passage Retrieval
Code Code Available Adaptive Methods for Aggregated Domain Generalization Dec 9, 2021 Domain Generalization
Code Code Available Unsupervised Domain Generalization by Learning a Bridge Across Domains Dec 4, 2021 Domain Generalization Self-Supervised Learning
Code Code Available Calibrated Feature Decomposition for Generalizable Person Re-Identification Nov 27, 2021 Domain Generalization Generalizable Person Re-identification
Code Code Available Towards Principled Disentanglement for Domain Generalization Nov 27, 2021 Disentanglement Domain Generalization
Code Code Available Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains Nov 25, 2021 Domain Generalization image-classification
Code Code Available Causality-inspired Single-source Domain Generalization for Medical Image Segmentation Nov 24, 2021 Data Augmentation Domain Generalization
Code Code Available Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning Nov 21, 2021 Contrastive Learning Diversity
Code Code Available Semi-Supervised Domain Generalization with Evolving Intermediate Domain Nov 19, 2021 Domain Generalization Semi-Supervised Domain Generalization
Code Code Available Masked Autoencoders Are Scalable Vision Learners Nov 11, 2021 Decoder Domain Generalization
Code Code Available Learning Domain Invariant Representations in Goal-conditioned Block MDPs Oct 27, 2021 Deep Reinforcement Learning Domain Generalization
Code Code Available Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization Oct 21, 2021 Domain Generalization Model Selection
Code Code Available Learning Representations that Support Robust Transfer of Predictors Oct 19, 2021 Domain Generalization Out-of-Distribution Generalization
Code Code Available Exploiting Domain-Specific Features to Enhance Domain Generalization Oct 18, 2021 Domain Generalization Meta-Learning
Code Code Available Invariant Language Modeling Oct 16, 2021 Domain Generalization Language Modeling
Code Code Available Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models Oct 16, 2021 Classification Domain Generalization
Code Code Available Learning Meta Pattern for Face Anti-Spoofing Oct 13, 2021 Domain Generalization Face Anti-Spoofing
Code Code Available The Connection between Out-of-Distribution Generalization and Privacy of ML Models Oct 7, 2021 Domain Generalization Out-of-Distribution Generalization
Code Code Available Domain-Specific Bias Filtering for Single Labeled Domain Generalization Oct 2, 2021 Domain Generalization
Code Code Available ResNet strikes back: An improved training procedure in timm Oct 1, 2021 Classification Data Augmentation
Code Code Available Bridge Data: Boosting Generalization of Robotic Skills with Cross-Domain Datasets Sep 27, 2021 Domain Generalization
Code Code Available Disentangled Feature Representation for Few-shot Image Classification Sep 26, 2021 Benchmarking Classification
Code Code Available Domain Generalization for Vision-based Driving Trajectory Generation Sep 22, 2021 Autonomous Vehicles Decoder
Code Code Available CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation Sep 18, 2021 Domain Generalization Image Segmentation
Code Code Available Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation Sep 13, 2021 Decoder Domain Generalization
Code Code Available 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 Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization Sep 7, 2021 Domain Generalization Out-of-Distribution Generalization
Code Code Available NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization Sep 5, 2021 Domain Generalization Neural Architecture Search
Code Code Available Multi-View Spatial-Temporal Graph Convolutional Networks with Domain Generalization for Sleep Stage Classification Sep 4, 2021 Classification Domain Generalization
Code Code Available 