Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization Mar 22, 2023 Domain Generalization Few-Shot Learning
Code Code Available ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization Mar 21, 2023 Domain Generalization
Code Code Available Texture Learning Domain Randomization for Domain Generalized Segmentation Mar 21, 2023 Domain Generalization Segmentation
Code Code Available Towards Domain Generalization for ECG and EEG Classification: Algorithms and Benchmarks Mar 20, 2023 Domain Generalization EEG
Code Code Available Feature Alignment and Uniformity for Test Time Adaptation Mar 20, 2023 Domain Generalization Image Segmentation
Code Code Available Internal Structure Attention Network for Fingerprint Presentation Attack Detection from Optical Coherence Tomography Mar 20, 2023 Domain Generalization
— Unverified Sharpness-Aware Gradient Matching for Domain Generalization Mar 18, 2023 Domain Generalization
Code Code Available Finding Competence Regions in Domain Generalization Mar 17, 2023 Domain Generalization
Code Code Available Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less Mar 16, 2023 Continual Learning Domain Generalization
— Unverified MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available Imbalanced Domain Generalization for Robust Single Cell Classification in Hematological Cytomorphology Mar 14, 2023 Domain Generalization
— Unverified Domain Generalization via Nuclear Norm Regularization Mar 13, 2023 Domain Generalization
Code Code Available Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues Mar 13, 2023 Domain Generalization
— Unverified Modality-Agnostic Debiasing for Single Domain Generalization Mar 13, 2023 Data Augmentation Domain Generalization
— Unverified Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models Mar 12, 2023 Domain Generalization Few-Shot Learning
— Unverified Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization Mar 10, 2023 Domain Generalization Self-Supervised Learning
— Unverified Neuron Structure Modeling for Generalizable Remote Physiological Measurement Mar 10, 2023 Domain Generalization
Code Code Available Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions? Mar 9, 2023 Domain Generalization Language Modeling
— Unverified Adaptive Texture Filtering for Single-Domain Generalized Segmentation Mar 6, 2023 Domain Generalization Semantic Segmentation
Code Code Available SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Mar 5, 2023 Diversity Domain Generalization
Code Code Available Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection Mar 4, 2023 Cross-Lingual Transfer Domain Generalization
— Unverified Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization Mar 4, 2023 Domain Generalization
— Unverified BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability Mar 3, 2023 Cardiac Segmentation Domain Generalization
— Unverified Towards Domain Generalization for Multi-view 3D Object Detection in Bird-Eye-View Mar 3, 2023 3D Object Detection Depth Estimation
— Unverified Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning Mar 3, 2023 Contrastive Learning Domain Generalization
Code Code Available Domain-aware Triplet loss in Domain Generalization Mar 1, 2023 Clustering Domain Generalization
Code Code Available First-shot anomaly sound detection for machine condition monitoring: A domain generalization baseline Mar 1, 2023 Anomaly Detection Domain Generalization
Code Code Available DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks Feb 28, 2023 Domain Generalization
Code Code Available Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Feb 27, 2023 Domain Adaptation Domain Generalization
Code Code Available Prompt-based Learning for Text Readability Assessment Feb 25, 2023 Domain Generalization Text Simplification
Code Code Available On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space Feb 23, 2023 Binary Classification Domain Adaptation
— Unverified Energy-Based Test Sample Adaptation for Domain Generalization Feb 22, 2023 Domain Generalization Variational Inference
Code Code Available Simple Disentanglement of Style and Content in Visual Representations Feb 20, 2023 Disentanglement Domain Generalization
Code Code Available Towards Radar Emitter Recognition in Changing Environments with Domain Generalization Feb 18, 2023 Diversity Domain Generalization
— Unverified StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization Feb 18, 2023 Domain Generalization Prompt Learning
— Unverified EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing Feb 17, 2023 Binary Classification Contrastive Learning
— Unverified Robust Representation Learning with Self-Distillation for Domain Generalization Feb 14, 2023 Domain Generalization Representation Learning
— Unverified Semantic Image Segmentation: Two Decades of Research Feb 13, 2023 Domain Adaptation Domain Generalization
— Unverified Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters Feb 12, 2023 Continual Learning Contrastive Learning
Code Code Available Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization Feb 10, 2023 Data Augmentation Domain Generalization
— Unverified Domain Generalization by Functional Regression Feb 9, 2023 Domain Generalization regression
Code Code Available Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection Feb 8, 2023 Domain Generalization Out-of-Distribution Detection
— Unverified Improving Domain Generalization with Domain Relations Feb 6, 2023 Domain Generalization
— Unverified Aggregation of Disentanglement: Reconsidering Domain Variations in Domain Generalization Feb 5, 2023 Contrastive Learning Disentanglement
— Unverified Gradient Estimation for Unseen Domain Risk Minimization with Pre-Trained Models Feb 3, 2023 Domain Generalization Model Optimization
— Unverified Domain Generalization Emerges from Dreaming Feb 2, 2023 Data Augmentation Domain Generalization
— Unverified Free Lunch for Domain Adversarial Training: Environment Label Smoothing Feb 1, 2023 Domain Generalization
Code Code Available Domain-Generalizable Multiple-Domain Clustering Jan 31, 2023 Clustering Domain Generalization
Code Code Available Fairness and Accuracy under Domain Generalization Jan 30, 2023 Domain Generalization Fairness
Code Code Available Adversarial Style Augmentation for Domain Generalization Jan 30, 2023 domain classification Domain Generalization
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