2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mar 24, 2023 Domain Adaptation object-detection
Code Code Available Multi-Source Domain Adaptation for Object Detection with Prototype-based Mean-teacher Sep 26, 2023 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation Jul 27, 2021 Clustering Deep Clustering
Code Code Available Neural Unsupervised Domain Adaptation in NLP---A Survey May 31, 2020 Domain Adaptation Out-of-Distribution Generalization
Code Code Available DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning Jun 17, 2022 2D Semantic Segmentation Depth Estimation
Code Code Available On the Road to Online Adaptation for Semantic Image Segmentation Mar 30, 2022 Domain Adaptation Image Segmentation
Code Code Available Contrastive Adaptation Network for Unsupervised Domain Adaptation Jan 4, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available OSSA: Unsupervised One-Shot Style Adaptation Oct 1, 2024 Domain Adaptation object-detection
Code Code Available 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 Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Jan 6, 2022 Disentanglement Domain Adaptation
Code Code Available Person Transfer GAN to Bridge Domain Gap for Person Re-Identification Nov 23, 2017 Generative Adversarial Network Person Re-Identification
Code Code Available Contrastive Learning for Unsupervised Domain Adaptation of Time Series Jun 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training May 17, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Contrastive Mean Teacher for Domain Adaptive Object Detectors May 4, 2023 Contrastive Learning 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 Contrastive Test-Time Adaptation Apr 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available Dual-level Interaction for Domain Adaptive Semantic Segmentation Jul 16, 2023 Domain Adaptation Segmentation
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 Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds Nov 27, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Prompt-based Distribution Alignment for Unsupervised Domain Adaptation Dec 15, 2023 Domain Adaptation Prompt Engineering
Code Code Available Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection Apr 2, 2024 Domain Adaptation object-detection
Code Code Available Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation Apr 13, 2020 Domain Adaptation domain classification
Code Code Available Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification Jun 3, 2024 Domain Adaptation Person Re-Identification
Code Code Available BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change May 25, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Deep Hashing Network for Unsupervised Domain Adaptation Jun 22, 2017 Deep Hashing Domain Adaptation
Code Code Available Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
Code Code Available Correlation Alignment for Unsupervised Domain Adaptation Dec 6, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Jul 20, 2022 3D Unsupervised Domain Adaptation Autonomous Driving
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 BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jun 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image 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 Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation Apr 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
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 Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jul 25, 2022 Domain Adaptation Pseudo Label
Code Code Available S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Apr 2, 2021 3D geometry Depth Estimation
Code Code Available Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation Mar 27, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-category Video Highlight Detection via Set-based Learning Aug 26, 2021 Domain Adaptation Highlight Detection
Code Code Available Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange Aug 13, 2021 Domain Adaptation Segmentation
Code Code Available SAM4UDASS: When SAM Meets Unsupervised Domain Adaptive Semantic Segmentation in Intelligent Vehicles Nov 22, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection Oct 4, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection Aug 20, 2021 Domain Adaptation Self-Supervised Learning
Code Code Available Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark Dec 15, 2023 Activity Recognition Domain Adaptation
Code Code Available Self-Supervised Domain Adaptation with Consistency Training Oct 15, 2020 Domain Adaptation image-classification
Code Code Available Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation Jun 8, 2021 Clustering Domain Adaptation
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 