ERM++: An Improved Baseline for Domain Generalization Apr 4, 2023 Domain Generalization
Code Code Available TFS-ViT: Token-Level Feature Stylization for Domain Generalization Mar 28, 2023 Domain Generalization
Code Code Available VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting Mar 26, 2023 Data Augmentation Diversity
Code Code Available Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment Mar 23, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization Mar 22, 2023 Anatomy Disentanglement
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 Sharpness-Aware Gradient Matching for Domain Generalization Mar 18, 2023 Domain Generalization
Code Code Available 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 Neuron Structure Modeling for Generalizable Remote Physiological Measurement Mar 10, 2023 Domain Generalization
Code Code Available SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Mar 5, 2023 Diversity 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 Energy-Based Test Sample Adaptation for Domain Generalization Feb 22, 2023 Domain Generalization Variational Inference
Code Code Available Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters Feb 12, 2023 Continual Learning Contrastive Learning
Code Code Available Free Lunch for Domain Adversarial Training: Environment Label Smoothing Feb 1, 2023 Domain Generalization
Code Code Available LiDAR-CS Dataset: LiDAR Point Cloud Dataset with Cross-Sensors for 3D Object Detection Jan 29, 2023 3D Object Detection Autonomous Driving
Code Code Available DEJA VU: Continual Model Generalization For Unseen Domains Jan 25, 2023 Data Augmentation Domain Adaptation
Code Code Available ManyDG: Many-domain Generalization for Healthcare Applications Jan 21, 2023 Domain Generalization Seizure Detection
Code Code Available Modeling Uncertain Feature Representation for Domain Generalization Jan 16, 2023 Domain Generalization image-classification
Code Code Available CLIP the Gap: A Single Domain Generalization Approach for Object Detection Jan 13, 2023 Domain Generalization image-classification
Code Code Available Single Domain Generalization for LiDAR Semantic Segmentation Jan 1, 2023 Autonomous Driving Domain Adaptation
Code Code Available Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm Jan 1, 2023 Domain Generalization Few-Shot Learning
Code Code Available Environment Agnostic Representation for Visual Reinforcement Learning Jan 1, 2023 Deep Reinforcement Learning Domain Generalization
Code Code Available iDAG: Invariant DAG Searching for Domain Generalization Jan 1, 2023 Contrastive Learning Domain Generalization
Code Code Available Federated Domain Generalization With Generalization Adjustment Jan 1, 2023 Domain Generalization Fairness
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization Dec 18, 2022 Domain Generalization Hallucination
Code Code Available Domain Generalization by Learning and Removing Domain-specific Features Dec 14, 2022 Decoder Domain Generalization
Code Code Available A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Dec 9, 2022 Domain Generalization Image Classification
Code Code Available Learning Domain Invariant Prompt for Vision-Language Models Dec 8, 2022 Domain Generalization Language Modelling
Code Code Available Domain generalization of 3D semantic segmentation in autonomous driving Dec 7, 2022 3D Semantic Segmentation Autonomous Driving
Code Code Available SSDA3D: Semi-supervised Domain Adaptation for 3D Object Detection from Point Cloud Dec 6, 2022 3D Object Detection Autonomous Driving
Code Code Available Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Dec 6, 2022 Deep Learning Domain Generalization
Code Code Available Domain-General Crowd Counting in Unseen Scenarios Dec 5, 2022 Crowd Counting Disentanglement
Code Code Available PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization Dec 2, 2022 Domain Generalization object-detection
Code Code Available Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning Dec 1, 2022 Domain Generalization Question Answering
Code Code Available Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation Nov 27, 2022 Data Augmentation Diversity
Code Code Available Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time Nov 25, 2022 Continual Learning Domain Generalization
Code Code Available Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation Nov 22, 2022 Disentanglement Domain Generalization
Code Code Available Motor Imagery Decoding Using Ensemble Curriculum Learning and Collaborative Training Nov 21, 2022 Anatomy Domain Generalization
Code Code Available GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts Nov 10, 2022 3D Instance Segmentation Domain Generalization
Code Code Available Learning Causal Representations of Single Cells via Sparse Mechanism Shift Modeling Nov 7, 2022 Disentanglement Domain Generalization
Code Code Available Efficient and Effective Augmentation Strategy for Adversarial Training Oct 27, 2022 Computational Efficiency Domain Generalization
Code Code Available Cross-domain Generalization for AMR Parsing Oct 22, 2022 Abstract Meaning Representation AMR Parsing
Code Code Available Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play Oct 21, 2022 Domain Generalization SQL-to-Text
Code Code Available Intra-Source Style Augmentation for Improved Domain Generalization Oct 18, 2022 Autonomous Driving Diversity
Code Code Available 