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Unsupervised Multi-Target Domain Adaptation: An Information Theoretic Approach

https://doi.org/10.1109/tip.2019.2963389

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01424-7_34openalex-snapshot

Graph Matching and Pseudo-Label Guided Deep Unsupervised Domain Adaptation

inferredcites →https://doi.org/10.1007/978-3-319-46484-8_31openalex-snapshot

Pixel-Level Domain Transfer

inferredcites →https://doi.org/10.1007/978-3-319-49409-8_35openalex-snapshot

Deep CORAL: Correlation Alignment for Deep Domain Adaptation

inferredcites →https://doi.org/10.1007/978-3-319-58347-1_1openalex-snapshot

A Comprehensive Survey on Domain Adaptation for Visual Applications

inferredcites →https://doi.org/10.1007/978-3-319-58347-1_10openalex-snapshot

Domain-Adversarial Training of Neural Networks

inferredcites →https://doi.org/10.1007/978-3-642-76153-9_28openalex-snapshot

Probabilistic Interpretation of Feedforward Classification Network Outputs, with Relationships to Statistical Pattern Recognition

inferredcites →https://doi.org/10.1016/j.engappai.2018.05.001openalex-snapshot

Sample-to-sample correspondence for unsupervised domain adaptation

inferredcites →https://doi.org/10.1016/j.imavis.2009.08.002openalex-snapshot

Multi-PIE

inferredcites →https://doi.org/10.1109/18.61115openalex-snapshot

Divergence measures based on the Shannon entropy

inferredcites →https://doi.org/10.1109/5.726791openalex-snapshot

Gradient-based learning applied to document recognition

inferredcites →https://doi.org/10.1109/cvpr.2014.183openalex-snapshot

Transfer Joint Matching for Unsupervised Domain Adaptation

inferredcites →https://doi.org/10.1109/cvpr.2017.107openalex-snapshot

Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation

inferredcites →https://doi.org/10.1109/cvpr.2017.18openalex-snapshot

Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

inferredcites →https://doi.org/10.1109/cvpr.2017.316openalex-snapshot

Adversarial Discriminative Domain Adaptation

inferredcites →https://doi.org/10.1109/cvpr.2017.547openalex-snapshot

Joint Geometrical and Statistical Alignment for Visual Domain Adaptation

inferredcites →https://doi.org/10.1109/cvpr.2017.572openalex-snapshot

Deep Hashing Network for Unsupervised Domain Adaptation

inferredcites →https://doi.org/10.1109/cvpr.2017.90openalex-snapshot

Infinite Variational Autoencoder for Semi-Supervised Learning

inferredcites →https://doi.org/10.1109/cvpr.2018.00392openalex-snapshot

Maximum Classifier Discrepancy for Unsupervised Domain Adaptation

inferredcites →https://doi.org/10.1109/cvpr.2019.00451openalex-snapshot

Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach

inferredcites →https://doi.org/10.1109/cvprw.2018.00122openalex-snapshot

ComboGAN: Unrestrained Scalability for Image Domain Translation

inferredcites →https://doi.org/10.1109/iccv.2013.368openalex-snapshot

Unsupervised Visual Domain Adaptation Using Subspace Alignment

inferredcites →https://doi.org/10.1109/iccv.2015.282openalex-snapshot

Unsupervised Domain Adaptation for Zero-Shot Learning

inferredcites →https://doi.org/10.1109/iccv.2017.387openalex-snapshot

PUnDA: Probabilistic Unsupervised Domain Adaptation for Knowledge Transfer Across Visual Categories

inferredcites →https://doi.org/10.1109/iccv.2017.591openalex-snapshot

Deeper, Broader and Artier Domain Generalization

inferredcites →https://doi.org/10.1109/icip.2018.8451152openalex-snapshot

Unsupervised Domain Adaptation Using Regularized Hyper-Graph Matching

inferredcites →https://doi.org/10.1109/itw.2015.7133169openalex-snapshot

Deep learning and the information bottleneck principle

inferredcites →https://doi.org/10.1109/tip.2011.2134107openalex-snapshot

DAML: Domain Adaptation Metric Learning

inferredcites →https://doi.org/10.1109/tip.2018.2819503openalex-snapshot

An Embarrassingly Simple Approach to Visual Domain Adaptation

inferredcites →https://doi.org/10.1109/tip.2018.2839528openalex-snapshot

Domain Invariant and Class Discriminative Feature Learning for Visual Domain Adaptation

inferredcites →https://doi.org/10.1109/tip.2018.2851067openalex-snapshot

Semi-supervised Deep Domain Adaptation via Coupled Neural Networks

inferredcites →https://doi.org/10.1109/tkde.2016.2554549openalex-snapshot

Deep Learning of Transferable Representation for Scalable Domain Adaptation

inferredcites →https://doi.org/10.1109/tpami.2016.2615921openalex-snapshot

Optimal Transport for Domain Adaptation

inferredcites →https://doi.org/10.1109/tpami.2017.2784440openalex-snapshot

Information Dropout: Learning Optimal Representations Through Noisy Computation

inferredcites →https://doi.org/10.1609/aaai.v30i1.10306openalex-snapshot

Return of Frustratingly Easy Domain Adaptation

inferredcites →https://doi.org/10.18653/v1/k16-1002openalex-snapshot

Generating Sentences from a Continuous Space

inferredcites →https://doi.org/10.24963/ijcai.2018/306openalex-snapshot

MIXGAN: Learning Concepts from Different Domains for Mixture Generation

inferredcites →https://doi.org/10.4230/oasics.dx.2026.15openalex-snapshot

AutoResearch Lite: a reproducible paper-inspired experiment runner (Adam mechanism reproduction and convergence-speed comparison)

inferredcites →https://doi.org/10.48550/arxiv.1502.02791openalex-snapshot

Learning Transferable Features with Deep Adaptation Networks

inferredcites →https://doi.org/10.48550/arxiv.1503.00591openalex-snapshot

Deep Transfer Network: Unsupervised Domain Adaptation

inferredcites →https://doi.org/10.48550/arxiv.1509.08731openalex-snapshot

Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning

inferredcites →https://doi.org/10.48550/arxiv.1605.07332openalex-snapshot

Relevant sparse codes with variational information bottleneck

inferredcites →https://doi.org/10.48550/arxiv.1608.06019openalex-snapshot

Domain Separation Networks

inferredcites →https://doi.org/10.48550/arxiv.1612.00410openalex-snapshot

Deep Variational Information Bottleneck

inferredcites →https://doi.org/10.48550/arxiv.1702.05464openalex-snapshot

Adversarial Discriminative Domain Adaptation

inferredcites →https://doi.org/10.48550/arxiv.1702.08400openalex-snapshot

Asymmetric Tri-training for Unsupervised Domain Adaptation

inferredcites →https://doi.org/10.48550/arxiv.1702.08811openalex-snapshot

Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning

inferredcites →https://doi.org/10.48550/arxiv.1703.00848openalex-snapshot

Unsupervised Image-to-Image Translation Networks

inferredcites →https://doi.org/10.48550/arxiv.1705.08045openalex-snapshot

Learning multiple visual domains with residual adapters

inferredcites →https://doi.org/10.48550/arxiv.1706.00826openalex-snapshot

One-Sided Unsupervised Domain Mapping

inferredcites →https://doi.org/10.48550/arxiv.1711.02536openalex-snapshot

Few-Shot Adversarial Domain Adaptation

inferredcites →https://doi.org/10.48550/arxiv.1711.04915openalex-snapshot

Adversarial Symmetric Variational Autoencoder

inferredcites →https://doi.org/10.48550/arxiv.1806.02169openalex-snapshot

StarGAN-VC: Non-parallel many-to-many voice conversion with star generative adversarial networks

inferredcites →https://doi.org/10.48550/arxiv.1807.00906openalex-snapshot

Uncertainty in the Variational Information Bottleneck

inferredcites →https://doi.org/10.57702/e7wwo0zkopenalex-snapshot

Reading digits in natural images with unsupervised feature learning

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Cross-domain Fisher Discrimination Criterion: A Domain Adaptive Method Based on the Nature of Classifier

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Domain-Specific Bias Filtering for Single Labeled Domain Generalization

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Robust Object Detection with Domain-Invariant Training and Continual Test-Time Adaptation

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Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge

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Open Compound Domain Adaptation

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Multi-Level Collaborative Learning for Multi-Target Domain Adaptive Semantic Segmentation

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Source-Free Multitarget Unsupervised Domain Adaptation for Cross-City Local Climate Zone Classification

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Implicit and Explicit Feature Purification for Age-Invariant Facial Representation Learning

inferred← citeshttps://doi.org/10.1109/tii.2020.3021406openalex-snapshot

A New Multiple Source Domain Adaptation Fault Diagnosis Method Between Different Rotating Machines

inferred← citeshttps://doi.org/10.1109/tii.2020.3045002openalex-snapshot

A Stacked Auto-Encoder Based Partial Adversarial Domain Adaptation Model for Intelligent Fault Diagnosis of Rotating Machines

inferred← citeshttps://doi.org/10.1109/tii.2022.3149906openalex-snapshot

Correlation Regularized Conditional Adversarial Adaptation for Multi-Target-Domain Fault Diagnosis

inferred← citeshttps://doi.org/10.1109/tii.2023.3291402openalex-snapshot

Low-Rank Sparse Generative Adversarial Unsupervised Domain Adaptation for Multitarget Traffic Scene Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/tim.2023.3284057openalex-snapshot

Multi-Target Cross-Dataset Palmprint Recognition via Distilling From Multi-Teacher

inferred← citeshttps://doi.org/10.1109/tim.2025.3557120openalex-snapshot

Multi-Source Multi-Target Domain Adaptation Based on Evidence Theory

inferred← citeshttps://doi.org/10.1109/tip.2020.3031161openalex-snapshot

Attention Guided Multiple Source and Target Domain Adaptation

inferred← citeshttps://doi.org/10.1109/tip.2021.3049948openalex-snapshot

SAN: Selective Alignment Network for Cross-Domain Pedestrian Detection

inferred← citeshttps://doi.org/10.1109/tip.2021.3093393openalex-snapshot

Open-Set Hypothesis Transfer With Semantic Consistency

inferred← citeshttps://doi.org/10.1109/tip.2022.3146017openalex-snapshot

Robust Object Detection via Adversarial Novel Style Exploration

inferred← citeshttps://doi.org/10.1109/tip.2022.3157139openalex-snapshot

Few-Shot Domain Adaptation via Mixup Optimal Transport

inferred← citeshttps://doi.org/10.1109/tip.2022.3163527openalex-snapshot

Self-Supervised Multi-Category Counting Networks for Automatic Check-Out

inferred← citeshttps://doi.org/10.1109/tkde.2024.3372462openalex-snapshot

Unsupervised Transfer Aided Lifelong Regression for Learning New Tasks Without Target Output

inferred← citeshttps://doi.org/10.1109/tmi.2024.3367367openalex-snapshot

A Collaborative Self-Supervised Domain Adaptation for Low-Quality Medical Image Enhancement

inferred← citeshttps://doi.org/10.1109/tmm.2022.3141614openalex-snapshot

Decompose to Adapt: Cross-Domain Object Detection Via Feature Disentanglement

inferred← citeshttps://doi.org/10.1109/tmm.2024.3358062openalex-snapshot

Multi-Source and Multi-Target Domain Adaptation Based on Dynamic Generator with Attention

inferred← citeshttps://doi.org/10.1109/tmm.2024.3521740openalex-snapshot

An Active Multi-Target Domain Adaptation Strategy: Progressive Class Prototype Rectification

inferred← citeshttps://doi.org/10.1109/tmm.2025.3543094openalex-snapshot

Multiple Adaptation Network for Multi-Source and Multi-Target Domain Adaptation

inferred← citeshttps://doi.org/10.1109/tmm.2025.3613144openalex-snapshot

Semantic Dual-Adversarial Network for Blended-Target Domain Adaptation

inferred← citeshttps://doi.org/10.1109/tmm.2026.3651089openalex-snapshot

Energy-Driven Explicit Alignment Network: A Blended-Target Domain Adaptation Approach

inferred← citeshttps://doi.org/10.1109/tnnls.2020.3028503openalex-snapshot

A Review of Single-Source Deep Unsupervised Visual Domain Adaptation

inferred← citeshttps://doi.org/10.1109/tnnls.2021.3110109openalex-snapshot

Entropy Minimization Versus Diversity Maximization for Domain Adaptation

inferred← citeshttps://doi.org/10.1109/tnnls.2023.3275759openalex-snapshot

An Evidential Multi-Target Domain Adaptation Method Based on Weighted Fusion for Cross-Domain Pattern Classification

inferred← citeshttps://doi.org/10.1109/tnnls.2025.3603224openalex-snapshot

Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation

inferred← citeshttps://doi.org/10.1109/tpami.2020.3026079openalex-snapshot

Heterogeneous Graph Attention Network for Unsupervised Multiple-Target Domain Adaptation

inferred← citeshttps://doi.org/10.1109/tpami.2024.3357847openalex-snapshot

Advances and Challenges in Meta-Learning: A Technical Review

inferred← citeshttps://doi.org/10.1109/tsmc.2025.3548988openalex-snapshot

A New Multi-Target Domain Adaptation Method Based on Evidence Theory for Distribution Inconsistent Data Classification

inferred← citeshttps://doi.org/10.1109/tvt.2026.3667731openalex-snapshot

RSSN: A Robust-Stairs-Spectrum Network for Specific Emitter Identification Across Diverse Channel Environments

inferred← citeshttps://doi.org/10.1109/wacv48630.2021.00138openalex-snapshot

Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation

inferred← citeshttps://doi.org/10.1109/wacv51458.2022.00043openalex-snapshot

Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation

inferred← citeshttps://doi.org/10.1109/wacv51458.2022.00115openalex-snapshot

Federated Multi-Target Domain Adaptation

inferred← citeshttps://doi.org/10.1109/wacv51458.2022.00338openalex-snapshot

Learning to Weight Filter Groups for Robust Classification

inferred← citeshttps://doi.org/10.1109/wacv56688.2023.00416openalex-snapshot

CoNMix for Source-free Single and Multi-target Domain Adaptation

inferred← citeshttps://doi.org/10.1109/wacv56688.2023.00556openalex-snapshot

Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/wacv57701.2024.00256openalex-snapshot

D3GU: Multi-target Active Domain Adaptation via Enhancing Domain Alignment

inferred← citeshttps://doi.org/10.1109/wacv61041.2025.00803openalex-snapshot

AH-OCDA: Amplitude-Based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation

inferred← citeshttps://doi.org/10.1145/3400066openalex-snapshot

A Survey of Unsupervised Deep Domain Adaptation

inferred← citeshttps://doi.org/10.1145/3442203openalex-snapshot

Knowledge Transfer with Weighted Adversarial Network for Cold-Start Store Site Recommendation

inferred← citeshttps://doi.org/10.1145/3454130openalex-snapshot

A Camera Identity-guided Distribution Consistency Method for Unsupervised Multi-target Domain Person Re-identification

inferred← citeshttps://doi.org/10.1145/3459637.3482458openalex-snapshot

Norma

inferred← citeshttps://doi.org/10.1145/3469084openalex-snapshot

TLDS: A Transfer-Learning-Based Delivery Station Location Selection Pipeline

inferred← citeshttps://doi.org/10.1145/3503161.3548222openalex-snapshot

Delving into the Continuous Domain Adaptation

inferred← citeshttps://doi.org/10.1145/3580305.3599423openalex-snapshot

MAPLE: Semi-Supervised Learning with Multi-Alignment and Pseudo-Learning

inferred← citeshttps://doi.org/10.1145/3664647.3681041openalex-snapshot

Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation

inferred← citeshttps://doi.org/10.1145/3664647.3681494openalex-snapshot

MultiDAN: Unsupervised, Multistage, Multisource and Multitarget Domain Adaptation for Semantic Segmentation of Remote Sensing Images

inferred← citeshttps://doi.org/10.1186/s13636-022-00264-5openalex-snapshot

Cross-corpus speech emotion recognition using subspace learning and domain adaption

inferred← citeshttps://doi.org/10.1561/0600000095openalex-snapshot

Semantic Image Segmentation: Two Decades of Research

inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6262openalex-snapshot

Adversarial Training Based Multi-Source Unsupervised Domain Adaptation for Sentiment Analysis

inferred← citeshttps://doi.org/10.1609/aaai.v34i07.6804openalex-snapshot

OVL: One-View Learning for Human Retrieval

inferred← citeshttps://doi.org/10.1609/aaai.v35i8.16845openalex-snapshot

Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation

inferred← citeshttps://doi.org/10.1609/aaai.v37i3.25407openalex-snapshot

Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation

inferred← citeshttps://doi.org/10.1609/aaai.v38i7.28477openalex-snapshot

Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention

inferred← citeshttps://doi.org/10.17771/pucrio.acad.53774openalex-snapshot

DEEP LEARNING-BASED DOMAIN ADAPTATION FOR CHANGE DETECTION IN TROPICAL FORESTS

inferred← citeshttps://doi.org/10.18653/v1/2020.acl-main.673openalex-snapshot

Improving Disentangled Text Representation Learning with Information-Theoretic Guidance

inferred← citeshttps://doi.org/10.2139/ssrn.5131771openalex-snapshot

Fact: Federated Adversarial Cross Training

inferred← citeshttps://doi.org/10.2200/s01169ed1v01y202202cov020openalex-snapshot

Visual Domain Adaptation in the Deep Learning Era

inferred← citeshttps://doi.org/10.24963/ijcai.2021/341openalex-snapshot

Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment

inferred← citeshttps://doi.org/10.25046/aj050453openalex-snapshot

Artificial Intelligence Approach for Target Classification: A State of The Art

inferred← citeshttps://doi.org/10.32657/10356/151507openalex-snapshot

Learning to recognize objects by adaptive knowledge transfer

inferred← citeshttps://doi.org/10.3389/fninf.2025.1553035openalex-snapshot

VAE deep learning model with domain adaptation, transfer learning and harmonization for diagnostic classification from multi-site neuroimaging data

inferred← citeshttps://doi.org/10.3389/frobt.2026.1872363openalex-snapshot

A survey of machine learning for estimating workload: considering unknown tasks

inferred← citeshttps://doi.org/10.3390/app15073490openalex-snapshot

The Impact of Linguistic Variations on Emotion Detection: A Study of Regionally Specific Synthetic Datasets

inferred← citeshttps://doi.org/10.3390/jimaging7100198openalex-snapshot

Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap

inferred← citeshttps://doi.org/10.3390/land13070928openalex-snapshot

Landslide Detection Using the Unsupervised Domain-Adaptive Image Segmentation Method

inferred← citeshttps://doi.org/10.3390/rs14194915openalex-snapshot

Multibranch Unsupervised Domain Adaptation Network for Cross Multidomain Orchard Area Segmentation

inferred← citeshttps://doi.org/10.3390/s22155507openalex-snapshot

Deep Unsupervised Domain Adaptation with Time Series Sensor Data: A Survey

inferred← citeshttps://doi.org/10.3390/s25226939openalex-snapshot

Adaptive Label Refinement Network for Domain Generalization in Compound Fault Diagnosis

inferred← citeshttps://doi.org/10.3929/ethz-b-000556709openalex-snapshot

Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation

inferred← citeshttps://doi.org/10.4018/979-8-3373-7183-2.ch005openalex-snapshot

Harnessing Deep Neural Architectures for Hyperspectral Imaging in Medicine

inferred← citeshttps://doi.org/10.48550/arxiv.1907.09511openalex-snapshot

Universal Person Re-Identification

inferred← citeshttps://doi.org/10.48550/arxiv.1912.05004openalex-snapshot

Learning Domain Adaptive Features with Unlabeled Domain Bridges

inferred← citeshttps://doi.org/10.48550/arxiv.2002.01690openalex-snapshot

Entropy Minimization vs. Diversity Maximization for Domain Adaptation

inferred← citeshttps://doi.org/10.48550/arxiv.2006.00693openalex-snapshot

Improving Disentangled Text Representation Learning with Information-Theoretic Guidance

inferred← citeshttps://doi.org/10.48550/arxiv.2006.07236openalex-snapshot

A novel fusion Python application of data mining techniques to evaluate airborne magnetic datasets

inferred← citeshttps://doi.org/10.48550/arxiv.2011.02877openalex-snapshot

Mixed Set Domain Adaptation

inferred← citeshttps://doi.org/10.48550/arxiv.2103.05484openalex-snapshot

Doubly Contrastive Deep Clustering

inferred← citeshttps://doi.org/10.48550/arxiv.2103.06413openalex-snapshot

FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders

inferred← citeshttps://doi.org/10.48550/arxiv.2103.09420openalex-snapshot

Improving Zero-shot Voice Style Transfer via Disentangled Representation Learning

inferred← citeshttps://doi.org/10.48550/arxiv.2103.11587openalex-snapshot

Brain Image Synthesis with Unsupervised Multivariate Canonical CSC$\ell_4$Net

inferred← citeshttps://doi.org/10.48550/arxiv.2103.15973openalex-snapshot

Adaptive Pseudo-Label Refinement by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation

inferred← citeshttps://doi.org/10.48550/arxiv.2105.06535openalex-snapshot

Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies

inferred← citeshttps://doi.org/10.48550/arxiv.2106.11915openalex-snapshot

Enhanced Separable Disentanglement for Unsupervised Domain Adaptation

inferred← citeshttps://doi.org/10.48550/arxiv.2106.16000openalex-snapshot

Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint

inferred← citeshttps://doi.org/10.5194/isprs-annals-x-3-2024-293-2024openalex-snapshot

Unsupervised multi-target domain adaptation for deforestation detection in tropical rainforest

inferred← citeshttps://doi.org/10.5772/intechopen.1011584openalex-snapshot

Domain Adaptation in Multimodal Models

inferred← citeshttps://doi.org/10.70675/0efb5138zdb71z4a53z9b82z85deb87ea62copenalex-snapshot

Re-identification and cross-domain adaptability

inferred← citeshttps://doi.org/10.70675/afcffb81z0581z45d3zb31bz49fe016d8913openalex-snapshot

Domain Adaptation for Urban Scene Segmentation

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