| Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources | Jan 4, 2022 | Domain Adaptationdomain classification | CodeCode Available | 2 | 5 |
| DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains | Mar 2, 2021 | AstronomyDomain Adaptation | CodeCode Available | 1 | 5 |
| Information Bottleneck Approach to Spatial Attention Learning | Aug 7, 2021 | Decision Makingdomain classification | CodeCode Available | 1 | 5 |
| PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning | Mar 15, 2022 | ClassificationDescriptive | CodeCode Available | 1 | 5 |
| Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification | Apr 9, 2022 | Classificationdomain classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation | Apr 13, 2020 | Domain Adaptationdomain classification | CodeCode Available | 1 | 5 |
| Evaluation of ChatGPT Family of Models for Biomedical Reasoning and Classification | Apr 5, 2023 | domain classificationPrompt Engineering | CodeCode Available | 1 | 5 |
| Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling | Jul 26, 2023 | Classificationdomain classification | CodeCode Available | 1 | 5 |
| Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification | May 5, 2022 | Classificationdomain classification | CodeCode Available | 1 | 5 |
| Medical diffusion on a budget: Textual Inversion for medical image generation | Mar 23, 2023 | Diagnosticdomain classification | CodeCode Available | 1 | 5 |
| KNN-MMD: Cross Domain Wireless Sensing via Local Distribution Alignment | Dec 6, 2024 | Action ClassificationAction Classification (1-shot) | CodeCode Available | 1 | 5 |
| GLeaD: Improving GANs with A Generator-Leading Task | Dec 7, 2022 | domain classificationGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models | Apr 18, 2023 | Data AugmentationDiversity | CodeCode Available | 0 | 5 |
| Reports of personal experiences and stories in argumentation: datasets and analysis | May 1, 2022 | Argument Miningdomain classification | CodeCode Available | 0 | 5 |
| Unifying Unsupervised Domain Adaptation and Zero-Shot Visual Recognition | Mar 25, 2019 | Domain Adaptationdomain classification | CodeCode Available | 0 | 5 |
| Classifying multilingual party manifestos: Domain transfer across country, time, and genre | Jul 31, 2023 | domain classification | CodeCode Available | 0 | 5 |
| Harnessing Quantum Support Vector Machines for Cross-Domain Classification of Quantum States | Jun 30, 2024 | Classificationdomain classification | CodeCode Available | 0 | 5 |
| MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU | Aug 15, 2024 | domain classificationIntent Detection | CodeCode Available | 0 | 5 |
| ProDOMA: improve PROtein DOMAin classification for third-generation sequencing reads using deep learning | Sep 26, 2020 | domain classificationGeneral Classification | CodeCode Available | 0 | 5 |
| kFolden: k-Fold Ensemble for Out-Of-Distribution Detection | Aug 29, 2021 | AttributeClassification | CodeCode Available | 0 | 5 |
| Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization | Sep 2, 2022 | Data Augmentationdomain classification | CodeCode Available | 0 | 5 |
| A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding | Sep 24, 2024 | Dialogue State TrackingDialogue Understanding | CodeCode Available | 0 | 5 |
| Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination | Oct 1, 2018 | domain classificationMachine Translation | CodeCode Available | 0 | 5 |
| A Visual Domain Transfer Learning Approach for Heartbeat Sound Classification | Jul 28, 2021 | Classificationdomain classification | CodeCode Available | 0 | 5 |
| Non-Contrastive Learning Meets Language-Image Pre-Training | Oct 17, 2022 | Contrastive Learningdomain classification | CodeCode Available | 0 | 5 |
| Adversarial Style Augmentation for Domain Generalization | Jan 30, 2023 | domain classificationDomain Generalization | CodeCode Available | 0 | 5 |
| 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 | 5 |
| The Benefits of Label-Description Training for Zero-Shot Text Classification | May 3, 2023 | Classificationdomain classification | CodeCode Available | 0 | 5 |
| The Moral Foundations Reddit Corpus | Aug 10, 2022 | domain classificationSentiment Analysis | CodeCode Available | 0 | 5 |
| Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization | Aug 16, 2019 | domain classificationImage-to-Image Translation | CodeCode Available | 0 | 5 |
| Graph Integration for Diffusion-Based Manifold Alignment | Oct 30, 2024 | Data Integrationdomain classification | CodeCode Available | 0 | 5 |
| General Domain Adaptation Through Proportional Progressive Pseudo Labeling | Dec 23, 2020 | Anomaly DetectionDomain Adaptation | CodeCode Available | 0 | 5 |
| FENCE: Feasible Evasion Attacks on Neural Networks in Constrained Environments | Sep 23, 2019 | domain classificationFeature Engineering | CodeCode Available | 0 | 5 |
| GitRanking: A Ranking of GitHub Topics for Software Classification using Active Sampling | May 19, 2022 | domain classificationSpecificity | CodeCode Available | 0 | 5 |
| IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification | Aug 23, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Cross-Domain Classification of Moral Values | Jul 1, 2022 | Classificationdomain classification | CodeCode Available | 0 | 5 |
| Few-Shot Adaptation of Pre-Trained Networks for Domain Shift | May 30, 2022 | Domain Adaptationdomain classification | CodeCode Available | 0 | 5 |
| CUDA: Contradistinguisher for Unsupervised Domain Adaptation | Sep 8, 2019 | Domain Adaptationdomain classification | CodeCode Available | 0 | 5 |
| Domain Consensus Clustering for Universal Domain Adaptation | Jun 5, 2021 | ClusteringDomain Adaptation | CodeCode Available | 0 | 5 |
| ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments | Dec 11, 2023 | domain classificationDomain Generalization | CodeCode Available | 0 | 5 |
| An In-Depth Analysis of Adversarial Discriminative Domain Adaptation for Digit Classification | Dec 27, 2024 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| Domain Private Transformers for Multi-Domain Dialog Systems | May 23, 2023 | domain classificationLanguage Modeling | CodeCode Available | 0 | 5 |
| BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition | Dec 3, 2024 | Contrastive Learningdomain classification | CodeCode Available | 0 | 5 |
| Fine-grained domain classification of text using TERMIUM Plus | Sep 1, 2017 | Classificationdomain classification | CodeCode Available | 0 | 5 |
| Inducing a Lexicon of Abusive Words â a Feature-Based Approach | Jun 1, 2018 | Abusive Languagedomain classification | CodeCode Available | 0 | 5 |
| Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations | Jun 27, 2024 | Dialogue Understandingdomain classification | CodeCode Available | 0 | 5 |
| Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus | Sep 24, 2021 | CoLAdomain classification | CodeCode Available | 0 | 5 |
| What is the Essence of a Claim? Cross-Domain Claim Identification | Apr 24, 2017 | Argument Miningdomain classification | CodeCode Available | 0 | 5 |
