| Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources | Jan 4, 2022 | Domain Adaptationdomain classification | CodeCode Available | 2 |
| KNN-MMD: Cross Domain Wireless Sensing via Local Distribution Alignment | Dec 6, 2024 | Action ClassificationAction Classification (1-shot) | CodeCode Available | 1 |
| Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling | Jul 26, 2023 | Classificationdomain classification | CodeCode Available | 1 |
| Evaluation of ChatGPT Family of Models for Biomedical Reasoning and Classification | Apr 5, 2023 | domain classificationPrompt Engineering | CodeCode Available | 1 |
| Medical diffusion on a budget: Textual Inversion for medical image generation | Mar 23, 2023 | Diagnosticdomain classification | CodeCode Available | 1 |
| GLeaD: Improving GANs with A Generator-Leading Task | Dec 7, 2022 | domain classificationGenerative Adversarial Network | CodeCode Available | 1 |
| Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques | Jun 13, 2022 | domain classificationDomain Generalization | CodeCode Available | 1 |
| Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification | May 5, 2022 | Classificationdomain classification | CodeCode Available | 1 |
| Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification | Apr 9, 2022 | Classificationdomain classification | CodeCode Available | 1 |
| PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning | Mar 15, 2022 | ClassificationDescriptive | CodeCode Available | 1 |
| Information Bottleneck Approach to Spatial Attention Learning | Aug 7, 2021 | Decision Makingdomain classification | CodeCode Available | 1 |
| DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains | Mar 2, 2021 | AstronomyDomain Adaptation | CodeCode Available | 1 |
| Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation | Apr 13, 2020 | Domain Adaptationdomain classification | CodeCode Available | 1 |
| Dynamic Domain Information Modulation Algorithm for Multi-domain Sentiment Analysis | May 10, 2025 | Classificationdomain classification | —Unverified | 0 |
| Scaling Crowdsourced Election Monitoring: Construction and Evaluation of Classification Models for Multilingual and Cross-Domain Classification Settings | Mar 5, 2025 | Classificationdomain classification | —Unverified | 0 |
| Convolutional Fourier Analysis Network (CFAN): A Unified Time-Frequency Approach for ECG Classification | Feb 1, 2025 | Arrhythmia DetectionClassification | —Unverified | 0 |
| An In-Depth Analysis of Adversarial Discriminative Domain Adaptation for Digit Classification | Dec 27, 2024 | ClassificationDomain Adaptation | CodeCode Available | 0 |
| BERTCaps: BERT Capsule for Persian Multi-Domain Sentiment Analysis | Dec 7, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition | Dec 3, 2024 | Contrastive Learningdomain classification | CodeCode Available | 0 |
| Enhancing AI microscopy for foodborne bacterial classification via adversarial domain adaptation across optical and biological variability | Nov 29, 2024 | Domain Adaptationdomain classification | —Unverified | 0 |
| Graph Integration for Diffusion-Based Manifold Alignment | Oct 30, 2024 | Data Integrationdomain classification | CodeCode Available | 0 |
| A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding | Sep 24, 2024 | Dialogue State TrackingDialogue Understanding | CodeCode Available | 0 |
| What happens to diffusion model likelihood when your model is conditional? | Sep 10, 2024 | domain classificationmodel | —Unverified | 0 |
| Enhancing Test Time Adaptation with Few-shot Guidance | Sep 2, 2024 | Diversitydomain classification | —Unverified | 0 |
| MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU | Aug 15, 2024 | domain classificationIntent Detection | CodeCode Available | 0 |
| Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imagery | Aug 2, 2024 | Binary ClassificationBrain Computer Interface | CodeCode Available | 0 |
| Harnessing Quantum Support Vector Machines for Cross-Domain Classification of Quantum States | Jun 30, 2024 | Classificationdomain classification | CodeCode Available | 0 |
| Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations | Jun 27, 2024 | Dialogue Understandingdomain classification | CodeCode Available | 0 |
| Retrieval-Augmented Feature Generation for Domain-Specific Classification | Jun 17, 2024 | Classificationdomain classification | —Unverified | 0 |
| ME-Switch: A Memory-Efficient Expert Switching Framework for Large Language Models | Jun 13, 2024 | Code Generationdomain classification | —Unverified | 0 |
| Super-Resolution Analysis for Landfill Waste Classification | Apr 2, 2024 | Classificationdomain classification | —Unverified | 0 |
| How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? | Jan 31, 2024 | ClassificationDomain Adaptation | —Unverified | 0 |
| ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments | Dec 11, 2023 | domain classificationDomain Generalization | CodeCode Available | 0 |
| Comprehensive Benchmarking of Entropy and Margin Based Scoring Metrics for Data Selection | Nov 27, 2023 | Active LearningBenchmarking | —Unverified | 0 |
| Deep Learning-based Compressed Domain Multimedia for Man and Machine: A Taxonomy and Application to Point Cloud Classification | Oct 28, 2023 | domain classificationPoint Cloud Classification | —Unverified | 0 |
| Classifying multilingual party manifestos: Domain transfer across country, time, and genre | Jul 31, 2023 | domain classification | CodeCode Available | 0 |
| weighted CapsuleNet networks for Persian multi-domain sentiment analysis | Jun 12, 2023 | Classificationdomain classification | —Unverified | 0 |
| Domain Private Transformers for Multi-Domain Dialog Systems | May 23, 2023 | domain classificationLanguage Modeling | CodeCode Available | 0 |
| DNN-Compressed Domain Visual Recognition with Feature Adaptation | May 13, 2023 | Computational Efficiencydomain classification | —Unverified | 0 |
| A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME | May 3, 2023 | domain classificationExplainable artificial intelligence | —Unverified | 0 |
| The Benefits of Label-Description Training for Zero-Shot Text Classification | May 3, 2023 | Classificationdomain classification | CodeCode Available | 0 |
| Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities | Apr 25, 2023 | domain classificationInformation Retrieval | —Unverified | 0 |
| TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models | Apr 18, 2023 | Data AugmentationDiversity | CodeCode Available | 0 |
| Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross-Domain Classification | Mar 18, 2023 | domain classificationImage-to-Image Translation | CodeCode Available | 0 |
| A New cross-domain strategy based XAI models for fake news detection | Feb 4, 2023 | Cross-Domain Text Classificationdomain classification | —Unverified | 0 |
| Adversarial Style Augmentation for Domain Generalization | Jan 30, 2023 | domain classificationDomain Generalization | CodeCode Available | 0 |
| Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation | Dec 3, 2022 | Domain Adaptationdomain classification | —Unverified | 0 |
| Time-Domain Classification of the Brain Reward System: Analysis of Natural and Drug Reward Driven Local Field Potential Signals in Hippocampus and Nucleus Accumbens | Nov 15, 2022 | domain classificationHippocampus | —Unverified | 0 |
| Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds | Oct 31, 2022 | Autonomous Drivingdomain classification | —Unverified | 0 |
| Multi-task Bias-Variance Trade-off Through Functional Constraints | Oct 27, 2022 | domain classificationMulti-Task Learning | —Unverified | 0 |