DiffClass: Diffusion-Based Class Incremental Learning Mar 8, 2024 class-incremental learning Class Incremental Learning
— Unverified Agile Multi-Source-Free Domain Adaptation Mar 8, 2024 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Towards generalization of drug response prediction to single cells and patients utilizing importance-aware multi-source domain transfer learning Mar 8, 2024 Domain Adaptation Drug Response Prediction
Code Code Available Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets Mar 7, 2024 Brain Computer Interface channel selection
— Unverified MedFLIP: Medical Vision-and-Language Self-supervised Fast Pre-Training with Masked Autoencoder Mar 7, 2024 Domain Adaptation Medical Image Analysis
— Unverified LEAD: Learning Decomposition for Source-free Universal Domain Adaptation Mar 6, 2024 Domain Adaptation Transfer Learning
Code Code Available ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Mar 6, 2024 Data Augmentation Domain Adaptation
Code Code Available CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection Mar 6, 2024 3D Object Detection Domain Adaptation
— Unverified Human Activity Recognition with Low-Resolution Infrared Array Sensor Using Semi-supervised Cross-domain Neural Networks for Indoor Environment Mar 5, 2024 Activity Recognition Domain Adaptation
— Unverified Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models Mar 5, 2024 Domain Adaptation
— Unverified Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Mar 5, 2024 Domain Adaptation Transfer Learning
— Unverified DomainVerse: A Benchmark Towards Real-World Distribution Shifts For Tuning-Free Adaptive Domain Generalization Mar 5, 2024 Domain Adaptation Domain Generalization
— Unverified DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation Mar 5, 2024 Domain Adaptation Pseudo Label
— Unverified On the impact of measure pre-conditionings on general parametric ML models and transfer learning via domain adaptation Mar 4, 2024 Domain Adaptation LEMMA
— Unverified Domain adaptation, Explainability & Fairness in AI for Medical Image Analysis: Diagnosis of COVID-19 based on 3-D Chest CT-scans Mar 4, 2024 Domain Adaptation Fairness
Code Code Available Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zoo Mar 3, 2024 Domain Adaptation Model Selection
— Unverified Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation Mar 3, 2024 Contrastive Learning Domain Adaptation
Code Code Available Machine Translation in the Covid domain: an English-Irish case study for LoResMT 2021 Mar 2, 2024 8k Domain Adaptation
— Unverified Pairwise Alignment Improves Graph Domain Adaptation Mar 2, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Margin Discrepancy-based Adversarial Training for Multi-Domain Text Classification Mar 1, 2024 Domain Adaptation text-classification
— Unverified MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis Mar 1, 2024 3D geometry Domain Adaptation
Code Code Available Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation Feb 28, 2024 Data Augmentation Domain Adaptation
Code Code Available Few-shot adaptation for morphology-independent cell instance segmentation Feb 27, 2024 Domain Adaptation Instance Segmentation
— Unverified The Foundational Capabilities of Large Language Models in Predicting Postoperative Risks Using Clinical Notes Feb 27, 2024 Domain Adaptation Multi-Task Learning
Code Code Available An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains Feb 27, 2024 Autonomous Driving Domain Adaptation
— Unverified Enhancing Continuous Domain Adaptation with Multi-Path Transfer Curriculum Feb 26, 2024 Capacity Estimation Domain Adaptation
— Unverified Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning Feb 26, 2024 Continual Learning Domain Adaptation
— Unverified CodeS: Towards Building Open-source Language Models for Text-to-SQL Feb 26, 2024 Data Augmentation Diagnostic
Code Code Available Key Design Choices in Source-Free Unsupervised Domain Adaptation: An In-depth Empirical Analysis Feb 25, 2024 Domain Adaptation image-classification
— Unverified GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation Feb 23, 2024 Contrastive Learning Domain Adaptation
Code Code Available High Resolution Guitar Transcription via Domain Adaptation Feb 23, 2024 Domain Adaptation Music Transcription
— Unverified Source-Guided Similarity Preservation for Online Person Re-Identification Feb 23, 2024 Domain Adaptation Online unsupervised domain adaptation
Code Code Available Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning Feb 23, 2024 Contrastive Learning Domain Adaptation
Code Code Available Fine-tuning Large Language Models for Domain-specific Machine Translation Feb 23, 2024 Domain Adaptation In-Context Learning
— Unverified Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data Feb 22, 2024 Domain Adaptation
— Unverified Unsupervised Domain Adaptation within Deep Foundation Latent Spaces Feb 22, 2024 Decision Making Domain Adaptation
— Unverified Is ChatGPT the Future of Causal Text Mining? A Comprehensive Evaluation and Analysis Feb 22, 2024 Domain Adaptation In-Context Learning
— Unverified Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis Feb 22, 2024 Domain Adaptation Domain Generalization
— Unverified Towards Building Multilingual Language Model for Medicine Feb 21, 2024 Domain Adaptation Language Modeling
Code Code Available Overcoming Saturation in Density Ratio Estimation by Iterated Regularization Feb 21, 2024 Density Ratio Estimation Domain Adaptation
Code Code Available Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors Feb 20, 2024 Data Poisoning Domain Adaptation
— Unverified Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model Feb 20, 2024 Domain Adaptation Pseudo Label
— Unverified SMORE: Similarity-based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification Feb 20, 2024 Domain Adaptation Time Series
— Unverified Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation Feb 19, 2024 Cross-corpus Domain Adaptation
— Unverified Learning Conditional Invariances through Non-Commutativity Feb 18, 2024 Domain Adaptation
Code Code Available DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation Feb 16, 2024 Adversarial Robustness Domain Adaptation
— Unverified CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost Microscopes Feb 16, 2024 Domain Adaptation object-detection
Code Code Available Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain–Computer Interfaces Feb 15, 2024 Classification Contrastive Learning
— Unverified SepRep-Net: Multi-source Free Domain Adaptation via Model Separation And Reparameterization Feb 13, 2024 Domain Adaptation Source-Free Domain Adaptation
— Unverified 