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 Unsupervised Domain Adaptation across FMCW Radar Configurations Using Margin Disparity Discrepancy Mar 9, 2022 BIG-bench Machine Learning Domain Adaptation
— Unverified Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition Mar 9, 2022 Action Recognition Domain Adaptation
Code Code Available 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 Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adaptor: Objective-Centric Adaptation Framework for Language Models Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation Mar 7, 2022 Contrastive Learning Domain Adaptation
— Unverified 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 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 RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing Feb 17, 2022 Domain Adaptation Speech Enhancement
Code Code Available Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation Feb 15, 2022 Domain Adaptation Ensemble Learning
— Unverified Beyond Deterministic Translation for Unsupervised Domain Adaptation Feb 15, 2022 Data Augmentation Domain Adaptation
Code Code Available Sim-to-Real Domain Adaptation for Lane Detection and Classification in Autonomous Driving Feb 15, 2022 Autonomous Driving Classification
Code Code Available Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation Feb 12, 2022 Brain Computer Interface Decoder
— Unverified DeepSTAPLE: Learning to predict multimodal registration quality for unsupervised domain adaptation Feb 4, 2022 Domain Adaptation Image Registration
— Unverified The CORAL++ Algorithm for Unsupervised Domain Adaptation of Speaker Recogntion Feb 2, 2022 Domain Adaptation Speaker Recognition
— Unverified On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation Feb 1, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation Jan 28, 2022 Domain Adaptation Transfer Learning
— Unverified Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image Segmentation
Code Code Available ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation Jan 27, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion Jan 25, 2022 Domain Adaptation Segmentation
— Unverified E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing Jan 24, 2022 Domain Adaptation Out-of-Distribution Detection
— Unverified A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis Jan 18, 2022 Domain Adaptation Inference Attack
— Unverified Unsupervised Reinforcement Adaptation for Class-Imbalanced TextClassification Jan 16, 2022 Domain Adaptation reinforcement-learning
— Unverified GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Jan 16, 2022 Domain Adaptation Retrieval
— Unverified Domain-shift adaptation via linear transformations Jan 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning Jan 13, 2022 Domain Adaptation Image Reconstruction
Code Code Available Self-semantic contour adaptation for cross modality brain tumor segmentation Jan 13, 2022 Brain Tumor Segmentation Domain Adaptation
— Unverified Preserving Domain Private Representation via Mutual Information Maximization Jan 9, 2022 Domain Adaptation Domain Generalization
— Unverified Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Jan 6, 2022 Disentanglement Domain Adaptation
Code Code Available To miss-attend is to misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors Jan 5, 2022 Autonomous Navigation Diversity
Code Code Available Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation Jan 5, 2022 Domain Adaptation Representation Learning
— Unverified Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Jan 4, 2022 Domain Adaptation domain classification
Code Code Available ADeLA: Automatic Dense Labeling With Attention for Viewpoint Shift in Semantic Segmentation Jan 1, 2022 Domain Adaptation Hallucination
— Unverified 