Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation Sep 18, 2020 Domain Adaptation Semantic Segmentation
— Unverified 0AUGCAL: Improving Sim2Real Adaptation by Uncertainty Calibration on Augmented Synthetic Images Dec 11, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 0G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation Sep 7, 2022 Denoising Domain Adaptation
— Unverified 0GCAN: Graph Convolutional Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 0Enhancing Data Diversity for Self-training Based Unsupervised Cross-modality Vestibular Schwannoma and Cochlea Segmentation Sep 23, 2022 Diversity Domain Adaptation
— Unverified 0Adapting to Latent Subgroup Shifts via Concepts and Proxies Dec 21, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 0Enhancing AI Diagnostics: Autonomous Lesion Masking via Semi-Supervised Deep Learning Apr 18, 2024 Classification Domain Adaptation
— Unverified 0Generalized domain adaptation framework for parametric back-end in speaker recognition May 24, 2023 Domain Adaptation Speaker Recognition
— Unverified 0Enhanced Transport Distance for Unsupervised Domain Adaptation Jun 1, 2020 Domain Adaptation Transfer Learning
— Unverified 0Generalized Universal Domain Adaptation with Generative Flow Networks May 8, 2023 Domain Adaptation Universal Domain Adaptation
— Unverified 0Adversarial Domain Adaptation for Machine Reading Comprehension Aug 24, 2019 Domain Adaptation Machine Reading Comprehension
— Unverified 0COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training Mar 30, 2022 Domain Adaptation Image Segmentation
— Unverified 0Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting Apr 23, 2019 Domain Generalization Generalizable Person Re-identification
— Unverified 0Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation Sep 9, 2021 Domain Adaptation Pseudo Label
— Unverified 0Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data Feb 15, 2021 Domain Adaptation General Classification
— Unverified 0Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration Oct 18, 2019 Domain Adaptation Image Registration
— Unverified 0Interpreting Stellar Spectra with Unsupervised Domain Adaptation Jul 6, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 0In the Era of Prompt Learning with Vision-Language Models Nov 7, 2024 Domain Adaptation Domain Generalization
— Unverified 0Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation Mar 10, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 0Batch Group Normalization Dec 4, 2020 Domain Adaptation Few-Shot Learning
— Unverified 0Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis Jun 23, 2021 Domain Adaptation Image Generation
— Unverified 0COT: Unsupervised Domain Adaptation With Clustering and Optimal Transport Jan 1, 2023 Clustering Domain Adaptation
— Unverified 0Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation Jun 24, 2024 Domain Adaptation Representation Learning
— Unverified 0Geometric Unsupervised Domain Adaptation for Semantic Segmentation Mar 30, 2021 Depth Estimation Depth Prediction
— Unverified 0Enhanced Separable Disentanglement for Unsupervised Domain Adaptation Jun 22, 2021 Disentanglement Domain Adaptation
— Unverified 0Enhanced Prototypical Learning for Unsupervised Domain Adaptation in LiDAR Semantic Segmentation May 23, 2022 Domain Adaptation LIDAR Semantic Segmentation
— Unverified 0Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching Mar 26, 2021 Domain Adaptation Image-to-Image Translation
— Unverified 0CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Jan 9, 2020 Data Augmentation Domain Adaptation
— Unverified 0Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis Sep 21, 2022 Domain Adaptation Medical Diagnosis
— Unverified 0Category-Adaptive Domain Adaptation for Semantic Segmentation Mar 29, 2021 Domain Adaptation Self-Supervised Learning
— Unverified 0Energy-constrained Self-training for Unsupervised Domain Adaptation Jan 1, 2021 Domain Adaptation image-classification
— Unverified 0Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation Apr 1, 2022 Contrastive Learning Domain Adaptation
— Unverified 0Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation Jun 23, 2021 Domain Adaptation Image Segmentation
— Unverified 0Energy-based Self-Training and Normalization for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 0GrabDAE: An Innovative Framework for Unsupervised Domain Adaptation Utilizing Grab-Mask and Denoise Auto-Encoder Oct 10, 2024 Contrastive Learning Denoising
— Unverified 0Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks Jul 1, 2024 Domain Adaptation image-classification
— Unverified 0Energy-based Domain-Adaptive Segmentation with Depth Guidance Feb 6, 2024 Depth Estimation Domain Adaptation
— Unverified 0Gradient Harmonization in Unsupervised Domain Adaptation Aug 1, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 0ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation Jun 8, 2022 Contrastive Learning Domain Adaptation
— Unverified 0Learning Compositional Representations for Effective Low-Shot Generalization Apr 17, 2022 Attribute Domain Adaptation
— Unverified 0EndoUDA: A modality independent segmentation approach for endoscopy imaging Jul 12, 2021 Domain Adaptation Segmentation
— Unverified 0Gradual Fine-Tuning with Graph Routing for Multi-Source Unsupervised Domain Adaptation Nov 11, 2024 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified 0Adversarial Domain Adaptation for Cell Segmentation Jan 29, 2020 Cell Segmentation Domain Adaptation
— Unverified 0Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation May 28, 2024 Domain Adaptation Transfer Learning
— Unverified 0Integrating Multiple Sources Knowledge for Class Asymmetry Domain Adaptation Segmentation of Remote Sensing Images May 17, 2023 Domain Adaptation Pseudo Label
— Unverified 0EMTL: A Generative Domain Adaptation Approach Jan 1, 2021 Density Estimation Domain Adaptation
— Unverified 0Instance-Guided Context Rendering for Cross-Domain Person Re-Identification Oct 1, 2019 Generative Adversarial Network Image Generation
— Unverified 0Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval Jan 25, 2025 Domain Adaptation Knowledge Distillation
— Unverified 0EMPL: A novel Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation Jul 4, 2024 Bilevel Optimization Domain Adaptation
— Unverified 0Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation Nov 25, 2020 Domain Adaptation Emotion Classification
— Unverified 0