Domain generalization of 3D semantic segmentation in autonomous driving Dec 7, 2022 3D Semantic Segmentation Autonomous Driving
Code Code Available LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval Dec 6, 2022 Domain Generalization Natural Language Inference
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 Generalizable Person Re-Identification via Viewpoint Alignment and Fusion Dec 5, 2022 Domain Generalization Generalizable Person Re-identification
— Unverified Domain-General Crowd Counting in Unseen Scenarios Dec 5, 2022 Crowd Counting Disentanglement
Code Code Available Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey Dec 4, 2022 Domain Adaptation Domain Generalization
— Unverified Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation Dec 3, 2022 Domain Generalization Multi-Object Tracking
— Unverified Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning Dec 2, 2022 Domain Generalization Graph Neural Network
— Unverified Systematic Analysis for Pretrained Language Model Priming for Parameter-Efficient Fine-tuning Dec 2, 2022 Domain Generalization Language Modeling
— Unverified 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 When Neural Networks Fail to Generalize? A Model Sensitivity Perspective Dec 1, 2022 Data Augmentation Domain Generalization
Code Code Available Context-Aware Robust Fine-Tuning Nov 29, 2022 Domain Generalization Sentence
— Unverified Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation Nov 27, 2022 Data Augmentation Diversity
Code Code Available Domain Generalization for Robust Model-Based Offline Reinforcement Learning Nov 27, 2022 Domain Generalization Offline RL
— Unverified Direct-Effect Risk Minimization for Domain Generalization Nov 26, 2022 Causal Inference Domain Generalization
Code Code Available Domain generalization in fetal brain MRI segmentation \ multi-reconstruction augmentation Nov 25, 2022 Data Augmentation Domain Generalization
— Unverified 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 Cross-domain Transfer of defect features in technical domains based on partial target data Nov 24, 2022 Classification Contrastive Learning
— Unverified 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 Operationalizing Specifications, In Addition to Test Sets for Evaluating Constrained Generative Models Nov 19, 2022 Domain Generalization In-Context Learning
— Unverified Dynamic-Pix2Pix: Noise Injected cGAN for Modeling Input and Target Domain Joint Distributions with Limited Training Data Nov 15, 2022 Domain Generalization
Code Code Available 