Decompose, Adjust, Compose: Effective Normalization by Playing with Frequency for Domain Generalization Mar 4, 2023 Domain Generalization
— Unverified Model-Agnostic Meta-Learning for Multilingual Hate Speech Detection Mar 4, 2023 Cross-Lingual Transfer Domain Generalization
— 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 Towards Domain Generalization for Multi-view 3D Object Detection in Bird-Eye-View Mar 3, 2023 3D Object Detection Depth Estimation
— Unverified BayeSeg: Bayesian Modeling for Medical Image Segmentation with Interpretable Generalizability Mar 3, 2023 Cardiac Segmentation Domain Generalization
— Unverified Domain-aware Triplet loss in Domain Generalization Mar 1, 2023 Clustering 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 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 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 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
Code Code Available Learning Optimal Features via Partial Invariance Jan 28, 2023 Domain Generalization
Code Code Available Causality-based Dual-Contrastive Learning Framework for Domain Generalization Jan 22, 2023 Contrastive Learning Diversity
— Unverified Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning Jan 19, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment Jan 19, 2023 Data Augmentation Domain Generalization
Code Code Available Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing Jan 18, 2023 Domain Generalization Inductive Bias
Code Code Available 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track Jan 12, 2023 Data Augmentation Domain Adaptation
Code Code Available 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track Jan 12, 2023 Domain Adaptation Domain Generalization
Code Code Available Multi-Scanner Canine Cutaneous Squamous Cell Carcinoma Histopathology Dataset Jan 11, 2023 Domain Generalization Tumor Segmentation
Code Code Available Domain Generalization via Ensemble Stacking for Face Presentation Attack Detection Jan 5, 2023 Domain Generalization Ensemble Learning
— Unverified Multi-View Action Recognition Using Contrastive Learning Jan 3, 2023 Action Recognition Contrastive Learning
Code Code Available Fine-Grained Hard Negative Mining: Generalizing Mitosis Detection with a Fifth of the MIDOG 2022 Dataset Jan 3, 2023 Data Augmentation Domain Generalization
— Unverified A New Dataset Based on Images Taken by Blind People for Testing the Robustness of Image Classification Models Trained for ImageNet Categories Jan 1, 2023 Adversarial Robustness Classification
Code Code Available Exploring and Utilizing Pattern Imbalance Jan 1, 2023 Domain Generalization
— Unverified Domain Generalized Stereo Matching via Hierarchical Visual Transformation Jan 1, 2023 Domain Generalization Stereo Matching
— Unverified DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization Jan 1, 2023 Domain Adaptation Domain Generalization
— Unverified Towards Unsupervised Domain Generalization for Face Anti-Spoofing Jan 1, 2023 Domain Generalization Face Anti-Spoofing
— Unverified Bi-Level Meta-Learning for Few-Shot Domain Generalization Jan 1, 2023 Domain Generalization Few-Shot Learning
— Unverified Crossing the Gap: Domain Generalization for Image Captioning Jan 1, 2023 Domain Generalization Image Captioning
— Unverified Discriminative Radial Domain Adaptation Jan 1, 2023 Domain Adaptation Domain Generalization
Code Code Available A Unified Framework for Robustness on Diverse Sampling Errors Jan 1, 2023 Domain Generalization
— Unverified Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization Jan 1, 2023 Contrastive Learning Domain Generalization
— Unverified Center-aware Adversarial Augmentation for Single Domain Generalization Jan 1, 2023 Data Augmentation Domain Generalization
— Unverified ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification Jan 1, 2023 Cross-Domain Few-Shot Domain Generalization
— Unverified Task-aware Adaptive Learning for Cross-domain Few-shot Learning Jan 1, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified NeRF-Gaze: A Head-Eye Redirection Parametric Model for Gaze Estimation Dec 30, 2022 Domain Adaptation Domain Generalization
— Unverified 