Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning Oct 18, 2021 Diagnostic Domain Adaptation
Code Code Available 5 Improving the Generalization of Adversarial Training with Domain Adaptation Oct 1, 2018 Adversarial Attack Domain Adaptation
Code Code Available 5 Improving the Generalizability of Collaborative Dialogue Analysis with Multi-Feature Embeddings Feb 9, 2023 Domain Adaptation
Code Code Available 5 Efficient Structured Pruning and Architecture Searching for Group Convolution Nov 23, 2018 Domain Adaptation Network Pruning
Code Code Available 5 DALLMi: Domain Adaption for LLM-based Multi-label Classifier May 3, 2024 Domain Adaptation Language Modeling
Code Code Available 5 DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising Dec 11, 2024 Denoising Domain Adaptation
Code Code Available 5 Bidirectional Domain Adaptation Using Weighted Multi-Task Learning Aug 1, 2021 Domain Adaptation Multi-Task Learning
Code Code Available 5 Learning Linear Transformations for Fast Arbitrary Style Transfer Aug 14, 2018 Domain Adaptation Style Transfer
Code Code Available 5 Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Jun 6, 2024 Domain Adaptation
Code Code Available 5 Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation Oct 6, 2022 Domain Adaptation Language Modeling
Code Code Available 5 Improving Rumor Detection by Class-based Adversarial Domain Adaptation Oct 1, 2023 Domain Adaptation Event Detection
Code Code Available 5 Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation Aug 12, 2019 Domain Adaptation MRI segmentation
Code Code Available 5 Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation Nov 1, 2019 Data Augmentation Diversity
Code Code Available 5 Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Improving Span Representation for Domain-adapted Coreference Resolution Sep 20, 2021 coreference-resolution Coreference Resolution
Code Code Available 5 Deep Defocus Map Estimation Using Domain Adaptation Jun 1, 2019 Deblurring Defocus Estimation
Code Code Available 5 Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers Sep 6, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available 5 Improving Generalization Ability for 3D Object Detection by Learning Sparsity-invariant Features Feb 4, 2025 3D Object Detection Autonomous Driving
Code Code Available 5 Improving Document Binarization via Adversarial Noise-Texture Augmentation Oct 25, 2018 Adversarial Robustness Binarization
Code Code Available 5 DAD++: Improved Data-free Test Time Adversarial Defense Sep 10, 2023 Adversarial Defense Adversarial Robustness
Code Code Available 5 Improving land cover segmentation across satellites using domain adaptation Nov 25, 2019 Domain Adaptation Earth Observation
Code Code Available 5 Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations Aug 27, 2024 Adversarial Robustness Android Malware Detection
Code Code Available 5 DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs Oct 6, 2024 Domain Adaptation Knowledge Distillation
Code Code Available 5 Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos Aug 13, 2020 Depression Detection Domain Adaptation
Code Code Available 5 Adaptive Ensembling: Unsupervised Domain Adaptation for Political Document Analysis Oct 28, 2019 Domain Adaptation text-classification
Code Code Available 5 Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain Adaptation Mar 20, 2023 Diversity Domain Adaptation
Code Code Available 5 Improving Both Domain Robustness and Domain Adaptability in Machine Translation Dec 15, 2021 Domain Adaptation Machine Translation
Code Code Available 5 Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models Dec 7, 2023 Domain Adaptation Medical Report Generation
Code Code Available 5 DADA: Depth-aware Domain Adaptation in Semantic Segmentation Apr 3, 2019 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Implicit Semantic Response Alignment for Partial Domain Adaptation Dec 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available 5 BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Feb 26, 2022 Domain Adaptation Machine Reading Comprehension
Code Code Available 5 Importance Weight Estimation and Generalization in Domain Adaptation under Label Shift Nov 29, 2020 Domain Adaptation Generalization Bounds
Code Code Available 5 Impact of ImageNet Model Selection on Domain Adaptation Feb 6, 2020 Benchmarking Domain Adaptation
Code Code Available 5 Bandit Structured Prediction for Neural Sequence-to-Sequence Learning Apr 21, 2017 Domain Adaptation Machine Translation
Code Code Available 5 IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification Aug 23, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration Oct 2, 2022 Domain Adaptation regression
Code Code Available 5 Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation Mar 22, 2024 Domain Adaptation Pseudo Label
Code Code Available 5 Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud Jul 18, 2023 CPU Decision Making
Code Code Available 5 LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation Sep 24, 2023 Domain Adaptation Pseudo Label
Code Code Available 5 Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation Sep 25, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment Jan 10, 2024 Classification Domain Adaptation
Code Code Available 5 Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation Aug 31, 2017 Domain Adaptation named-entity-recognition
Code Code Available 5 Deep into The Domain Shift: Transfer Learning through Dependence Regularization May 31, 2023 Domain Adaptation Transfer Learning
Code Code Available 5 DeepJDOT: Deep Joint Distribution Optimal Transport for Unsupervised Domain Adaptation Mar 27, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Identifying Quantum Phase Transitions with Adversarial Neural Networks Oct 11, 2017 Domain Adaptation Feature Engineering
Code Code Available 5 Deep learning based domain adaptation for mitochondria segmentation on EM volumes Feb 22, 2022 Domain Adaptation Self-Supervised Learning
Code Code Available 5 IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments Nov 26, 2018 Autonomous Navigation Domain Adaptation
Code Code Available 5 LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial Training Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available 5 ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain Adaptation Oct 7, 2016 Aesthetics Quality Assessment Domain Adaptation
Code Code Available 5 Cartoon Face Recognition: A Benchmark Dataset Jul 31, 2019 Domain Adaptation Face Detection
Code Code Available 5 