FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Apr 4, 2022 Domain Adaptation Foggy Scene Segmentation
Code Code Available Co-Teaching for Unsupervised Domain Adaptation and Expansion Apr 4, 2022 Domain Adaptation image-classification
Code Code Available Con^2DA: Simplifying Semi-supervised Domain Adaptation by Learning Consistent and Contrastive Feature Representations Apr 4, 2022 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection Apr 1, 2022 Change Detection Change detection for remote sensing images
Code Code Available Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations Apr 1, 2022 Domain Adaptation Meta-Learning
Code Code Available Filter-based Discriminative Autoencoders for Children Speech Recognition Apr 1, 2022 Decoder Diversity
— Unverified Few-shot One-class Domain Adaptation Based on Frequency for Iris Presentation Attack Detection Apr 1, 2022 Domain Adaptation Iris Recognition
— Unverified Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation Apr 1, 2022 Contrastive Learning Domain Adaptation
— Unverified PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations Mar 31, 2022 Domain Adaptation Language Modelling
Code Code Available Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert? Mar 31, 2022 Domain Adaptation GPU
— Unverified Partial Coupling of Optimal Transport for Spoken Language Identification Mar 31, 2022 Domain Adaptation Language Identification
— Unverified Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds Mar 31, 2022 Autonomous Driving Domain Adaptation
Code Code Available Real-Time and Robust 3D Object Detection Within Road-Side LiDARs Using Domain Adaptation Mar 31, 2022 3D Object Detection Domain Adaptation
— Unverified Multi-Granularity Alignment Domain Adaptation for Object Detection Mar 31, 2022 Domain Adaptation Object
Code Code Available Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation Mar 30, 2022 Domain Adaptation
— Unverified Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification Mar 30, 2022 Bandwidth Extension Domain Adaptation
— Unverified Federated Domain Adaptation for ASR with Full Self-Supervision Mar 30, 2022 Automatic Speech Recognition (ASR) Data Augmentation
— Unverified COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training Mar 30, 2022 Domain Adaptation Image Segmentation
— Unverified CycDA: Unsupervised Cycle Domain Adaptation from Image to Video Mar 30, 2022 Action Recognition Domain Adaptation
Code Code Available Learning Instance-Specific Adaptation for Cross-Domain Segmentation Mar 30, 2022 Data Augmentation Domain Adaptation
— Unverified On the Road to Online Adaptation for Semantic Image Segmentation Mar 30, 2022 Domain Adaptation Image Segmentation
Code Code Available Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation Mar 29, 2022 3D Human Pose Estimation Domain Adaptation
— Unverified Target and Task specific Source-Free Domain Adaptive Image Segmentation Mar 29, 2022 Denoising Domain Adaptation
Code Code Available Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets Mar 29, 2022 Causal Inference Domain Adaptation
Code Code Available Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection Mar 29, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Domain Invariant Siamese Attention Mask for Small Object Change Detection via Everyday Indoor Robot Navigation Mar 29, 2022 Change Detection Domain Adaptation
— Unverified Style-Guided Domain Adaptation for Face Presentation Attack Detection Mar 28, 2022 Domain Adaptation Domain Generalization
— Unverified Adaptation to CT Reconstruction Kernels by Enforcing Cross-domain Feature Maps Consistency Mar 28, 2022 Computed Tomography (CT) CT Reconstruction
— Unverified RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging Mar 28, 2022 Domain Adaptation Knowledge Distillation
— Unverified Audio-Adaptive Activity Recognition Across Video Domains Mar 27, 2022 Activity Recognition Domain Adaptation
Code Code Available Example-based Hypernetworks for Out-of-Distribution Generalization Mar 27, 2022 Decoder Domain Adaptation
Code Code Available Learn to Adapt for Monocular Depth Estimation Mar 26, 2022 Depth Estimation Domain Adaptation
— Unverified Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Mar 26, 2022 Domain Adaptation Image Segmentation
— Unverified Continual Test-Time Domain Adaptation Mar 25, 2022 Domain Adaptation Test-time Adaptation
Code Code Available Towards Backwards-Compatible Data with Confounded Domain Adaptation Mar 23, 2022 Domain Adaptation
Code Code Available MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Mar 23, 2022 Domain Adaptation Image Segmentation
Code Code Available Feature Distribution Matching for Federated Domain Generalization Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error Mar 21, 2022 Discourse Parsing Domain Adaptation
Code Code Available Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation Mar 21, 2022 Domain Adaptation Speaker Verification
— Unverified General and Domain Adaptive Chinese Spelling Check with Error Consistent Pretraining Mar 21, 2022 Domain Adaptation token-classification
Code Code Available Deep Learning based Intelligent Coin-tap Test for Defect Recognition Mar 20, 2022 Deep Learning Domain Adaptation
Code Code Available Explainable Misinformation Detection Across Multiple Social Media Platforms Mar 20, 2022 Domain Adaptation Misinformation
— Unverified Unsupervised Domain Adaptation for Nighttime Aerial Tracking Mar 20, 2022 Domain Adaptation Object Discovery
Code Code Available Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation Mar 19, 2022 Domain Adaptation Image Segmentation
— Unverified Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Mar 19, 2022 Autonomous Vehicles Decoder
Code Code Available Occlusion-Aware Self-Supervised Monocular 6D Object Pose Estimation Mar 19, 2022 6D Pose Estimation 6D Pose Estimation using RGB
Code Code Available ESS: Learning Event-based Semantic Segmentation from Still Images Mar 18, 2022 Domain Adaptation Event-based Object Segmentation
Code Code Available Synthetic-to-Real Domain Adaptation using Contrastive Unpaired Translation Mar 17, 2022 Domain Adaptation Image-to-Image Translation
— Unverified Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle Mar 17, 2022 Domain Adaptation Image Dehazing
— Unverified 