MS3D++: Ensemble of Experts for Multi-Source Unsupervised Domain Adaption in 3D Object Detection Aug 11, 2023 3D Object Detection Domain Adaptation
Code Code Available AD-CLIP: Adapting Domains in Prompt Space Using CLIP Aug 10, 2023 Contrastive Learning Domain Adaptation
Code Code Available Unsupervised Camouflaged Object Segmentation as Domain Adaptation Aug 8, 2023 Attribute Camouflaged Object Segmentation
Code Code Available Emo-DNA: Emotion Decoupling and Alignment Learning for Cross-Corpus Speech Emotion Recognition Aug 4, 2023 Cross-corpus Domain Adaptation
Code Code Available Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation Jul 27, 2023 Domain Adaptation Medical Image Analysis
Code Code Available Divide and Adapt: Active Domain Adaptation via Customized Learning Jul 21, 2023 Active Learning Domain Adaptation
Code Code Available Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning Jul 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available Dual-level Interaction for Domain Adaptive Semantic Segmentation Jul 16, 2023 Domain Adaptation Segmentation
Code Code Available Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-Labeling Jul 16, 2023 3D Object Detection Domain Adaptation
Code Code Available Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive Learning Jul 6, 2023 Contrastive Learning Decoder
Code Code Available Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Jun 15, 2023 Contrastive Learning Domain Adaptation
Code Code Available Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast Learning Jun 2, 2023 Domain Adaptation Segmentation
Code Code Available Condition-Invariant Semantic Segmentation May 27, 2023 Domain Adaptation Segmentation
Code Code Available SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification May 16, 2023 3D Point Cloud Classification Domain Adaptation
Code Code Available Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains May 15, 2023 Action Recognition Activity Recognition
Code Code Available Contrastive Mean Teacher for Domain Adaptive Object Detectors May 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation Apr 6, 2023 3D Unsupervised Domain Adaptation Domain Adaptation
Code Code Available Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Apr 6, 2023 3D Semantic Segmentation Autonomous Driving
Code Code Available MS3D: Leveraging Multiple Detectors for Unsupervised Domain Adaptation in 3D Object Detection Apr 5, 2023 3D Object Detection Density Estimation
Code Code Available One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models Mar 31, 2023 Data Augmentation Domain Adaptation
Code Code Available Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Mar 31, 2023 Domain Adaptation Image Super-Resolution
Code Code Available C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Mar 30, 2023 Domain Adaptation Memorization
Code Code Available Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation Mar 29, 2023 3D Human Pose Estimation 3D Human Pose Estimation in Limited Data
Code Code Available 2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mar 24, 2023 Domain Adaptation object-detection
Code Code Available A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition Mar 23, 2023 Action Recognition Domain Adaptation
Code Code Available DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Mar 23, 2023 Domain Adaptation regression
Code Code Available MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available Upcycling Models under Domain and Category Shift Mar 13, 2023 Clustering Domain Adaptation
Code Code Available Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation Mar 9, 2023 Contrastive Learning Domain Adaptation
Code Code Available Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment Mar 8, 2023 Domain Adaptation Transfer Learning
Code Code Available Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mar 7, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Unsupervised Domain Adaptation via Distilled Discriminative Clustering Feb 23, 2023 Clustering Domain Adaptation
Code Code Available Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Feb 14, 2023 Domain Adaptation Pseudo Label
Code Code Available UDApter -- Efficient Domain Adaptation Using Adapters Feb 7, 2023 Domain Adaptation Language Modeling
Code Code Available Domain Adaptation for Time Series Under Feature and Label Shifts Feb 6, 2023 Domain Adaptation Time Series
Code Code Available Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification Jan 25, 2023 Domain Adaptation image-classification
Code Code Available DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Jan 1, 2023 Domain Adaptation regression
Code Code Available PODA: Prompt-driven Zero-shot Domain Adaptation Jan 1, 2023 Domain Adaptation image-classification
Code Code Available Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Masked Retraining Teacher-Student Framework for Domain Adaptive Object Detection Jan 1, 2023 Decoder object-detection
Code Code Available Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning Jan 1, 2023 Contrastive Learning Domain Adaptation
Code Code Available CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Spacecraft Pose Estimation Based on Unsupervised Domain Adaptation and on a 3D-Guided Loss Combination Dec 27, 2022 Domain Adaptation Navigate
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
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 PØDA: Prompt-driven Zero-shot Domain Adaptation Dec 6, 2022 Domain Adaptation image-classification
Code Code Available LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Dec 5, 2022 Domain Adaptation Image Segmentation
Code Code Available Contrastive Domain Adaptation for Time-Series via Temporal Mixup Dec 3, 2022 Contrastive Learning Domain Adaptation
Code Code Available 