An Empirical Study on Activity Recognition in Long Surgical Videos May 5, 2022 Action Detection Activity Detection
— Unverified Unsupervised Domain Adaptation Learning for Hierarchical Infant Pose Recognition with Synthetic Data May 4, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Disentangled and Side-aware Unsupervised Domain Adaptation for Cross-dataset Subjective Tinnitus Diagnosis May 3, 2022 Domain Adaptation EEG
— Unverified Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation May 2, 2022 Autonomous Driving Domain Adaptation
Code Code Available Improving Transferability for Domain Adaptive Detection Transformers Apr 29, 2022 Decoder Object Detection
Code Code Available Covariance-aware Feature Alignment with Pre-computed Source Statistics for Test-time Adaptation to Multiple Image Corruptions Apr 28, 2022 Domain Adaptation Test-time Adaptation
— Unverified HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Apr 27, 2022 Domain Adaptation GPU
Code Code Available ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Apr 25, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Unsupervised Domain Adaptation for Monocular 3D Object Detection via Self-Training Apr 25, 2022 3D Object Detection Autonomous Driving
— Unverified Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation Apr 25, 2022 Continual Learning Domain Adaptation
Code Code Available Can domain adaptation make object recognition work for everyone? Apr 23, 2022 Domain Adaptation Object
— Unverified Contrastive Test-Time Adaptation Apr 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization Apr 20, 2022 Cardiac Segmentation Domain Adaptation
Code Code Available Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation Apr 18, 2022 Deep Learning Domain Adaptation
Code Code Available Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Apr 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning Compositional Representations for Effective Low-Shot Generalization Apr 17, 2022 Attribute Domain Adaptation
— Unverified Safe Self-Refinement for Transformer-based Domain Adaptation Apr 16, 2022 Domain Adaptation Transfer Learning
Code Code Available Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
Code Code Available Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation Apr 14, 2022 Domain Adaptation Semantic Segmentation
— Unverified On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation Apr 12, 2022 Domain Adaptation image-classification
— Unverified Towards Online Domain Adaptive Object Detection Apr 11, 2022 Domain Adaptation Object
Code Code Available Segmenting across places: The need for fair transfer learning with satellite imagery Apr 9, 2022 Domain Adaptation Fairness
— Unverified Federated Unsupervised Domain Adaptation for Face Recognition Apr 9, 2022 Clustering Domain Adaptation
— Unverified Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation Apr 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations Apr 6, 2022 Contrastive Learning Domain Adaptation
— Unverified Domain-Agnostic Prior for Transfer Semantic Segmentation Apr 6, 2022 Domain Adaptation Representation Learning
— Unverified Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification Apr 6, 2022 Generalizable Person Re-identification Person Re-Identification
Code Code Available Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Apr 5, 2022 Domain Adaptation Road Segmentation
— Unverified DAD: Data-free Adversarial Defense at Test Time Apr 4, 2022 Adversarial Defense Domain Adaptation
— Unverified Co-Teaching for Unsupervised Domain Adaptation and Expansion Apr 4, 2022 Domain Adaptation image-classification
Code Code Available FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Apr 4, 2022 Domain Adaptation Foggy Scene Segmentation
Code Code Available DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation Apr 4, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation Apr 1, 2022 Contrastive Learning Domain Adaptation
— Unverified Partial Coupling of Optimal Transport for Spoken Language Identification Mar 31, 2022 Domain Adaptation Language Identification
— 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 On the Road to Online Adaptation for Semantic Image Segmentation Mar 30, 2022 Domain Adaptation Image Segmentation
Code Code Available Learning Instance-Specific Adaptation for Cross-Domain Segmentation Mar 30, 2022 Data Augmentation Domain Adaptation
— Unverified Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection Mar 29, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Target and Task specific Source-Free Domain Adaptive Image Segmentation Mar 29, 2022 Denoising Domain Adaptation
Code Code Available Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation Mar 29, 2022 3D Human Pose Estimation Domain Adaptation
— Unverified Semantic-guided Disentangled Representation for Unsupervised Cross-modality Medical Image Segmentation Mar 26, 2022 Domain Adaptation Image Segmentation
— Unverified MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Mar 23, 2022 Domain Adaptation Image Segmentation
Code Code Available Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation Mar 21, 2022 Domain Adaptation Speaker Verification
— Unverified Unsupervised Domain Adaptation for Nighttime Aerial Tracking Mar 20, 2022 Domain Adaptation Object Discovery
Code Code Available Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Mar 19, 2022 Autonomous Vehicles Decoder
Code Code Available ESS: Learning Event-based Semantic Segmentation from Still Images Mar 18, 2022 Domain Adaptation Event-based Object Segmentation
Code Code Available ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mar 15, 2022 Benchmarking Domain Adaptation
Code Code Available Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Mar 15, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation Mar 14, 2022 Contrastive Learning Domain Adaptation
— Unverified Unsupervised Lifelong Person Re-identification via Contrastive Rehearsal Mar 12, 2022 Domain Adaptation Person Re-Identification
Code Code Available 