Rethinking the Authorship Verification Experimental Setups Dec 9, 2021 Authorship Verification Domain Generalization
Code Code Available 3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection Dec 9, 2021 3D Object Detection Data Augmentation
— Unverified PLACE dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization Dec 7, 2021 Domain Generalization
Code Code Available Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey Dec 6, 2021 Domain Adaptation Domain Generalization
— Unverified Causal-based Time Series Domain Generalization for Vehicle Intention Prediction Dec 3, 2021 Autonomous Vehicles Domain Generalization
— Unverified An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers Dec 1, 2021 Domain Adaptation Domain Generalization
— Unverified Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization Dec 1, 2021 Domain Generalization Stochastic Optimization
— Unverified Adversarial Teacher-Student Representation Learning for Domain Generalization Dec 1, 2021 Data Augmentation Domain Generalization
Code Code Available Pyramid Adversarial Training Improves ViT Performance Nov 30, 2021 Adversarial Attack Data Augmentation
Code Code Available Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework Nov 30, 2021 Domain Adaptation Domain Generalization
Code Code Available TAL: Two-stream Adaptive Learning for Generalizable Person Re-identification Nov 29, 2021 Domain Generalization Generalizable Person Re-identification
— Unverified On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources Nov 27, 2021 Domain Adaptation Domain Generalization
— Unverified Failure Modes of Domain Generalization Algorithms Nov 26, 2021 Domain Generalization Representation Learning
Code Code Available Confounder Identification-free Causal Visual Feature Learning Nov 26, 2021 Domain Generalization Meta-Learning
— Unverified ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Nov 24, 2021 Contrastive Learning Domain Generalization
Code Code Available Discrete Representations Strengthen Vision Transformer Robustness Nov 20, 2021 Domain Generalization Image Classification
Code Code Available Federated Learning with Domain Generalization Nov 20, 2021 Domain Generalization Federated Learning
— Unverified Invariant Language Modeling Nov 16, 2021 Domain Generalization Language Modeling
— Unverified Domain Generalization on Efficient Acoustic Scene Classification using Residual Normalization Nov 12, 2021 Acoustic Scene Classification Classification
— Unverified How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding Nov 1, 2021 Adversarial Robustness All
— Unverified DEX: Domain Embedding Expansion for Generalized Person Re-identification Oct 21, 2021 Domain Adaptation Domain Generalization
— Unverified UniFed: A Unified Framework for Federated Learning on Non-IID Image Features Oct 19, 2021 Domain Generalization Federated Learning
— Unverified Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition Oct 19, 2021 Action Recognition Activity Recognition
— Unverified On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation Oct 16, 2021 Domain Adaptation Domain Generalization
— Unverified Reappraising Domain Generalization in Neural Networks Oct 15, 2021 Data Augmentation Domain Generalization
— Unverified Domain generalization in deep learning for contrast-enhanced imaging Oct 14, 2021 Anatomy Data Augmentation
— Unverified Collaborative Semantic Aggregation and Calibration for Federated Domain Generalization Oct 13, 2021 Domain Generalization
Code Code Available Domain Generalization via Domain-based Covariance Minimization Oct 12, 2021 Dimensionality Reduction Domain Generalization
— Unverified Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization Oct 10, 2021 Domain Generalization Pseudo Label
— Unverified Towards Data-Free Domain Generalization Oct 9, 2021 Data-free Knowledge Distillation Domain Generalization
Code Code Available Scale Invariant Domain Generalization Image Recapture Detection Oct 7, 2021 Domain Generalization Face Identification
— Unverified Test-time Batch Statistics Calibration for Covariate Shift Oct 6, 2021 Domain Adaptation Domain Generalization
— Unverified Dynamically Decoding Source Domain Knowledge for Domain Generalization Oct 6, 2021 Decoder Domain Generalization
— Unverified Focus on the Common Good: Group Distributional Robustness Follows Oct 6, 2021 Domain Generalization
Code Code Available Instrumental Variable-Driven Domain Generalization with Unobserved Confounders Oct 4, 2021 Domain Generalization valid
— Unverified Discussion on domain generalization in the cross-device speaker verification system Oct 1, 2021 Domain Generalization Speaker Verification
— Unverified Loss Function Learning for Domain Generalization by Implicit Gradient Sep 29, 2021 Domain Generalization Meta-Learning
— Unverified Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification Sep 29, 2021 Cross-Domain Few-Shot Domain Generalization
— Unverified Directional Domain Generalization Sep 29, 2021 Domain Generalization Meta-Learning
— Unverified Cross Domain Ensemble Distillation for Domain Generalization Sep 29, 2021 Domain Generalization image-classification
— Unverified MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation Sep 29, 2021 Domain Generalization Few-Shot Learning
— Unverified Latent Feature Disentanglement For Visual Domain Generalization Sep 29, 2021 Data Augmentation Disentanglement
— Unverified Towards Robust Domain Generalization in 2D Neural Audio Processing Sep 29, 2021 Acoustic Scene Classification Domain Generalization
— Unverified Selective Cross-Domain Consistency Regularization for Time Series Domain Generalization Sep 29, 2021 Domain Generalization Representation Learning
— Unverified Discrepancy-Optimal Meta-Learning for Domain Generalization Sep 29, 2021 Bilevel Optimization Domain Generalization
— Unverified WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation Sep 29, 2021 Diversity Domain Generalization
— Unverified DaSeGAN: Domain Adaptation for Segmentation Tasks via Generative Adversarial Networks Sep 29, 2021 Domain Adaptation Domain Generalization
— Unverified CrossMatch: Cross-Classifier Consistency Regularization for Open-Set Single Domain Generalization Sep 29, 2021 Data Augmentation Domain Generalization
— Unverified PDAML: A Pseudo Domain Adaptation Paradigm for Subject-independent EEG-based Emotion Recognition Sep 29, 2021 Domain Adaptation Domain Generalization
— Unverified A Closer Look at Distribution Shifts and Out-of-Distribution Generalization on Graphs Sep 29, 2021 Domain Generalization Graph Classification
— Unverified 