RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jun 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DSLR: Dynamic to Static LiDAR Scan Reconstruction Using Adversarially Trained Autoencoder May 26, 2021 Autonomous Navigation Autonomous Vehicles
Code Code Available Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation May 23, 2021 Domain Adaptation Segmentation
Code Code Available PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training May 17, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation May 17, 2021 Depth Estimation Domain Adaptation
Code Code Available MOST: Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning May 13, 2021 Domain Adaptation Imitation Learning
Code Code Available Unsupervised Multi-Source Domain Adaptation for Person Re-Identification Apr 27, 2021 Domain Adaptation Person Re-Identification
Code Code Available If your data distribution shifts, use self-learning Apr 27, 2021 Domain Adaptation Robust classification
Code Code Available Visualizing Adapted Knowledge in Domain Transfer Apr 20, 2021 Domain Adaptation Explainable artificial intelligence
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 Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Apr 13, 2021 Domain Adaptation Incremental Learning
Code Code Available Unsupervised Multi-source Domain Adaptation Without Access to Source Data Apr 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DINE: Domain Adaptation from Single and Multiple Black-box Predictors Apr 4, 2021 Domain Adaptation Transductive Learning
Code Code Available Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation Apr 3, 2021 Clustering Domain Adaptation
Code Code Available S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Apr 2, 2021 3D geometry Depth Estimation
Code Code Available Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Mar 31, 2021 Contrastive Learning 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 From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation Mar 27, 2021 Animal Pose Estimation Domain Adaptation
Code Code Available MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation Mar 25, 2021 Classification Domain Adaptation
Code Code Available Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles Mar 25, 2021 Domain Adaptation Geometric Matching
Code Code Available Cluster Contrast for Unsupervised Person Re-Identification Mar 22, 2021 Clustering Domain Adaptation
Code Code Available Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation Mar 15, 2021 Cardiac Segmentation Contrastive Learning
Code Code Available Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation Mar 15, 2021 Domain Adaptation Image Segmentation
Code Code Available Limitations of Post-Hoc Feature Alignment for Robustness Mar 10, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 