Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning 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 Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation May 17, 2021 Depth Estimation Domain Adaptation
Code Code Available PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training May 17, 2021 Domain Adaptation Semantic Segmentation
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 MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation Mar 9, 2021 Domain Adaptation Meta-Learning
Code Code Available ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection Mar 9, 2021 3D Object Detection Data Augmentation
Code Code Available Cycle Self-Training for Domain Adaptation Mar 5, 2021 Domain Adaptation Sentiment Analysis
Code Code Available Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection Feb 27, 2021 Domain Adaptation Object
Code Code Available Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Feb 12, 2021 Domain Adaptation Model Selection
Code Code Available Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Jan 26, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Style Normalization and Restitution for Domain Generalization and Adaptation Jan 3, 2021 Disentanglement Domain Adaptation
Code Code Available S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised 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 Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds Jan 1, 2021 Domain Adaptation Point Cloud Classification
Code Code Available Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation Dec 21, 2020 Domain Adaptation Pseudo Label
Code Code Available Unsupervised Domain Adaptation from Synthetic to Real Images for Anchorless Object Detection Dec 15, 2020 Domain Adaptation Object
Code Code Available Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Dec 14, 2020 Classification Domain Adaptation
Code Code Available Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Dec 8, 2020 Clustering Constrained Clustering
Code Code Available Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification Dec 1, 2020 Domain Generalization Meta-Learning
Code Code Available Learning to Adapt to Evolving Domains Dec 1, 2020 Domain Adaptation Meta-Learning
Code Code Available Meta Batch-Instance Normalization for Generalizable Person Re-Identification Nov 30, 2020 Data Augmentation Domain Generalization
Code Code Available SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments Nov 27, 2020 Autonomous Vehicles Domain Adaptation
Code Code Available Enhancing Diversity in Teacher-Student Networks via Asymmetric branches for Unsupervised Person Re-identification Nov 27, 2020 Diversity Domain Adaptation
Code Code Available Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Nov 25, 2020 Clustering Domain Adaptation
Code Code Available DomainMix: Learning Generalizable Person Re-Identification Without Human Annotations Nov 24, 2020 Domain Adaptation Generalizable Person Re-identification
Code Code Available Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model Nov 23, 2020 Domain Adaptation Language Modeling
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