If your data distribution shifts, use self-learning Apr 27, 2021 Domain Adaptation Robust classification
Code Code Available 5 Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Sep 6, 2021 Domain Adaptation Event-based vision
Code Code Available 5 Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available 5 Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Feb 12, 2021 Domain Adaptation Model Selection
Code Code Available 5 Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection Aug 29, 2023 Domain Adaptation object-detection
Code Code Available 5 Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation Mar 18, 2020 Domain Adaptation Semantic Segmentation
Code Code Available 5 Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector Jun 4, 2025 Domain Adaptation object-detection
Code Code Available 5 Adversarial Discriminative Domain Adaptation Feb 17, 2017 Domain Adaptation General Classification
Code Code Available 5 CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Oct 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available 5 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available 5 DINE: Domain Adaptation from Single and Multiple Black-box Predictors Apr 4, 2021 Domain Adaptation Transductive Learning
Code Code Available 5 Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object Detection Domain Adaptation
Code Code Available 5 Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available 5 Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Jul 18, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available 5 CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 Category-Level 6D Object Pose and Size Estimation using Self-Supervised Deep Prior Deformation Networks Jul 12, 2022 6D Pose Estimation Object
Code Code Available 5 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval May 23, 2022 Ad-Hoc Information Retrieval CPU
Code Code Available 5 CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Jul 20, 2022 3D Unsupervised Domain Adaptation Autonomous Driving
Code Code Available 5 Domain Adaptation on Point Clouds via Geometry-Aware Implicits Dec 17, 2021 Autonomous Driving Domain Adaptation
Code Code Available 5 CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Dec 1, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 Cross-category Video Highlight Detection via Set-based Learning Aug 26, 2021 Domain Adaptation Highlight Detection
Code Code Available 5 Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Jun 15, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 