KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation Jun 11, 2021 Domain Adaptation Segmentation
Code Code Available Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal Endoscopy Oct 21, 2024 Domain Adaptation image-classification
Code Code Available KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records Aug 1, 2017 All Domain Adaptation
Code Code Available KunquDB: An Attempt for Speaker Verification in the Chinese Opera Scenario Mar 20, 2024 Domain Adaptation Speaker Verification
Code Code Available Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available Constrained domain adaptation for Image segmentation Aug 8, 2019 Domain Adaptation Image Segmentation
Code Code Available Domain adaptive pose estimation via multi-level alignment Apr 23, 2024 Animal Pose Estimation Domain Adaptation
Code Code Available Domain Adaptive Multiple Instance Learning for Instance-level Prediction of Pathological Images Apr 7, 2023 Domain Adaptation Multiple Instance Learning
Code Code Available Label Noise: Ignorance Is Bliss Oct 31, 2024 Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Self-Driving from Past Traversal Features Sep 21, 2023 3D Object Detection Domain Adaptation
Code Code Available Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation May 16, 2020 Domain Adaptation Knowledge Distillation
Code Code Available Unsupervised Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Sep 1, 2018 Domain Adaptation Image-to-Image Translation
Code Code Available What is the Effect of Importance Weighting in Deep Learning? Dec 8, 2018 Causal Inference Deep Learning
Code Code Available Pseudolabel guided pixels contrast for domain adaptive semantic segmentation Jan 15, 2025 Contrastive Learning Domain Adaptation
Code Code Available Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation Jan 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Dec 16, 2016 Domain Adaptation Generative Adversarial Network
Code Code Available Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing Dec 7, 2022 Decoder Domain Adaptation
Code Code Available Consistency Regularization for Domain Adaptation Aug 23, 2022 Domain Adaptation Self-Learning
Code Code Available Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild Feb 28, 2018 3D geometry All
Code Code Available Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection Apr 30, 2024 3D Object Detection Autonomous Driving
Code Code Available Domain-adaptive Message Passing Graph Neural Network Aug 31, 2023 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Zero-Shot Domain Adaptation in CT Segmentation by Filtered Back Projection Augmentation Jul 18, 2021 Anatomy Computed Tomography (CT)
Code Code Available Domain Adaptive Graph Neural Networks for Constraining Cosmological Parameters Across Multiple Data Sets Nov 2, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model Nov 8, 2024 Decoder Domain Adaptation
Code Code Available Vision Transformer-based Adversarial Domain Adaptation Apr 24, 2024 Domain Adaptation image-classification
Code Code Available Language Identification with a Reciprocal Rank Classifier Sep 20, 2021 Domain Adaptation Language Identification
Code Code Available Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation May 23, 2023 Domain Adaptation Domain Generalization
Code Code Available Strong Baselines for Neural Semi-supervised Learning under Domain Shift Apr 25, 2018 Domain Adaptation Multi-Task Learning
Code Code Available Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation Aug 28, 2018 Domain Adaptation
Code Code Available Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification May 26, 2022 Classification Domain Adaptation
Code Code Available Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement May 25, 2023 3D Reconstruction Disentanglement
Code Code Available Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation May 27, 2024 Depth Estimation Domain Adaptation
Code Code Available Joint Distribution Optimal Transportation for Domain Adaptation May 24, 2017 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptive Dialog Generation via Meta Learning Jun 8, 2019 Domain Adaptation Meta-Learning
Code Code Available Domain Adaptive Decision Trees: Implications for Accuracy and Fairness Feb 27, 2023 Domain Adaptation Fairness
Code Code Available Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Nov 8, 2022 Continual Pretraining Domain Adaptation
Code Code Available Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Jun 8, 2022 Attribute Classification
Code Code Available Large-Scale Optimal Transport and Mapping Estimation Nov 7, 2017 Domain Adaptation
Code Code Available Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond Apr 26, 2024 Anomaly Detection Cell Detection
Code Code Available Activation Regression for Continuous Domain Generalization with Applications to Crop Classification Apr 14, 2022 Crop Classification Domain Adaptation
Code Code Available QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation Oct 19, 2022 Contrastive Learning Data Augmentation
Code Code Available Adversarial Feature Augmentation for Unsupervised Domain Adaptation Nov 23, 2017 Data Augmentation Domain Adaptation
Code Code Available Consistency Prototype Module and Motion Compensation for Few-Shot Action Recognition (CLIP-CPM^2C) Dec 2, 2023 Action Recognition Domain Adaptation
Code Code Available Computing high-dimensional optimal transport by flow neural networks May 19, 2023 Density Ratio Estimation Domain Adaptation
Code Code Available Q-TOD: A Query-driven Task-oriented Dialogue System Oct 14, 2022 Domain Adaptation Response Generation
Code Code Available We Need to Talk About Random Splits May 1, 2020 Domain Adaptation
Code Code Available Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Apr 6, 2021 Autonomous Driving Clustering
Code Code Available Consensus Focus for Object Detection and minority classes Jan 10, 2024 Domain Adaptation Long-tailed Object Detection
Code Code Available JCSE: Contrastive Learning of Japanese Sentence Embeddings and Its Applications Jan 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering Oct 25, 2023 Domain Adaptation Extractive Question-Answering
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