Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mar 10, 2022 Domain Generalization
Code Code Available Dynamic Instance Domain Adaptation Mar 9, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition Mar 9, 2022 Action Recognition Domain Adaptation
Code Code Available Unsupervised Domain Adaptation across FMCW Radar Configurations Using Margin Disparity Discrepancy Mar 9, 2022 BIG-bench Machine Learning Domain Adaptation
— Unverified Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap Mar 8, 2022 Benchmarking Domain Adaptation
Code Code Available Adaptor: Objective-Centric Adaptation Framework for Language Models Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation Mar 7, 2022 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation Mar 7, 2022 Contrastive Learning Domain Adaptation
— Unverified Maximizing Conditional Independence for Unsupervised Domain Adaptation Mar 7, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions Mar 7, 2022 2D Object Detection Autonomous Driving
— Unverified Domain Adaptation with Factorizable Joint Shift Mar 6, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Federated and Generalized Person Re-identification through Domain and Feature Hallucinating Mar 5, 2022 Domain Generalization Person Re-Identification
— Unverified An Intelligent Gearbox Fault Diagnosis under Different Operating Conditions using Adversarial Domain Adaptation Mar 2, 2022 Diagnostic Domain Adaptation
— Unverified Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Mar 2, 2022 Autonomous Driving Domain Adaptation
Code Code Available Attention-based Cross-Layer Domain Alignment for Unsupervised Domain Adaptation Feb 27, 2022 Domain Adaptation Semantic Similarity
— Unverified Towards Unsupervised Domain Adaptation via Domain-Transformer Feb 24, 2022 Domain Adaptation Generalization Bounds
— Unverified SMILE: Sequence-to-Sequence Domain Adaption with Minimizing Latent Entropy for Text Image Recognition Feb 24, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Augmentation based unsupervised domain adaptation Feb 23, 2022 Anomaly Detection Domain Adaptation
— Unverified Deep learning based domain adaptation for mitochondria segmentation on EM volumes Feb 22, 2022 Domain Adaptation Self-Supervised Learning
Code Code Available Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain Feb 22, 2022 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Domain-Augmented Domain Adaptation Feb 21, 2022 Domain Adaptation Transfer Learning
— Unverified BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian Perspective Feb 19, 2022 Domain Adaptation Metric Learning
— Unverified Exploring Adversarially Robust Training for Unsupervised Domain Adaptation Feb 18, 2022 Adversarial Defense Adversarial Robustness
Code Code Available 