General Frameworks for Conditional Two-Sample Testing Oct 22, 2024 Domain Adaptation Fairness
Code Code Available GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation Oct 22, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Assessment of Transformer-Based Encoder-Decoder Model for Human-Like Summarization Oct 22, 2024 Abstractive Text Summarization Articles
— Unverified Co-training partial domain adaptation networks for industrial Fault Diagnosis Oct 22, 2024 Domain Adaptation Fault Diagnosis
— Unverified Domain-Adaptive Pre-training of Self-Supervised Foundation Models for Medical Image Classification in Gastrointestinal Endoscopy Oct 21, 2024 Domain Adaptation image-classification
Code Code Available Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis Oct 21, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available LiOn-XA: Unsupervised Domain Adaptation via LiDAR-Only Cross-Modal Adversarial Training Oct 21, 2024 Domain Adaptation Semantic Segmentation
Code Code Available Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation Oct 21, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation Oct 19, 2024 Domain Adaptation feature selection
— Unverified Unsupervised Domain Adaptation Approaches for Chessboard Recognition Oct 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available AC-Mix: Self-Supervised Adaptation for Low-Resource Automatic Speech Recognition using Agnostic Contrastive Mixup Oct 18, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Pseudo-label Refinement for Improving Self-Supervised Learning Systems Oct 18, 2024 Clustering Domain Adaptation
— Unverified Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization Oct 17, 2024 Attribute Domain Adaptation
— Unverified Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation Oct 17, 2024 Domain Adaptation Image Segmentation
— Unverified SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Oct 17, 2024 Contrastive Learning Diversity
Code Code Available iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System Oct 16, 2024 Domain Adaptation EEG
— Unverified DaDiff: Domain-aware Diffusion Model for Nighttime UAV Tracking Oct 16, 2024 Domain Adaptation
Code Code Available Dual Action Policy for Robust Sim-to-Real Reinforcement Learning Oct 16, 2024 Domain Adaptation
— Unverified From Real Artifacts to Virtual Reference: A Robust Framework for Translating Endoscopic Images Oct 15, 2024 Contrastive Learning Denoising
— Unverified Reducing Source-Private Bias in Extreme Universal Domain Adaptation Oct 15, 2024 Domain Adaptation Self-Supervised Learning
— Unverified Adversarial Feature Equilibrium Network for Multimodal Change Detection in Heterogeneous Remote Sensing Images Oct 14, 2024 Change Detection Domain Adaptation
Code Code Available Scalable Multi-Domain Adaptation of Language Models using Modular Experts Oct 14, 2024 Domain Adaptation General Knowledge
— Unverified Domain-Conditioned Transformer for Fully Test-time Adaptation Oct 14, 2024 Domain Adaptation Test-time Adaptation
Code Code Available 3DS: Decomposed Difficulty Data Selection's Case Study on LLM Medical Domain Adaptation Oct 13, 2024 Domain Adaptation
— Unverified Prompt Tuning for Audio Deepfake Detection: Computationally Efficient Test-time Domain Adaptation with Limited Target Dataset Oct 13, 2024 Audio Deepfake Detection Computational Efficiency
Code Code Available Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition Oct 13, 2024 Domain Adaptation Optical Character Recognition (OCR)
Code Code Available MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning Oct 12, 2024 Domain Adaptation Multi-Task Learning
Code Code Available Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical Images Oct 11, 2024 Domain Adaptation Image Segmentation
Code Code Available A Unified Deep Semantic Expansion Framework for Domain-Generalized Person Re-identification Oct 11, 2024 Domain Adaptation Image Retrieval
— Unverified One-shot Generative Domain Adaptation in 3D GANs Oct 11, 2024 Domain Adaptation Image Generation
Code Code Available GrabDAE: An Innovative Framework for Unsupervised Domain Adaptation Utilizing Grab-Mask and Denoise Auto-Encoder Oct 10, 2024 Contrastive Learning Denoising
— Unverified Enhancing Federated Domain Adaptation with Multi-Domain Prototype-Based Federated Fine-Tuning Oct 10, 2024 Domain Adaptation Federated Learning
— Unverified Generalizing Segmentation Foundation Model Under Sim-to-real Domain-shift for Guidewire Segmentation in X-ray Fluoroscopy Oct 9, 2024 Domain Adaptation Image Segmentation
Code Code Available GLA-DA: Global-Local Alignment Domain Adaptation for Multivariate Time Series Oct 9, 2024 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available On The Relationship between Visual Anomaly-free and Anomalous Representations Oct 9, 2024 Anomaly Detection Domain Adaptation
— Unverified Degree-Conscious Spiking Graph for Cross-Domain Adaptation Oct 9, 2024 Classification Domain Adaptation
— Unverified FACMIC: Federated Adaptative CLIP Model for Medical Image Classification Oct 8, 2024 Domain Adaptation Federated Learning
Code Code Available RefineStyle: Dynamic Convolution Refinement for StyleGAN Oct 8, 2024 Domain Adaptation
— Unverified Generalizing to any diverse distribution: uniformity, gentle finetuning and rebalancing Oct 8, 2024 Domain Adaptation Domain Generalization
— Unverified Parameter Choice and Neuro-Symbolic Approaches for Deep Domain-Invariant Learning Oct 8, 2024 Domain Adaptation Model Selection
— Unverified On Instruction-Finetuning Neural Machine Translation Models Oct 7, 2024 Domain Adaptation Instruction Following
— Unverified A Strategy for Label Alignment in Deep Neural Networks Oct 7, 2024 Domain Adaptation regression
Code Code Available A Cross-Lingual Meta-Learning Method Based on Domain Adaptation for Speech Emotion Recognition Oct 6, 2024 Domain Adaptation Emotion Recognition
— Unverified DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs Oct 6, 2024 Domain Adaptation Knowledge Distillation
Code Code Available AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Oct 6, 2024 Domain Adaptation Image Segmentation
Code Code Available Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation Oct 4, 2024 Domain Adaptation Hallucination
— Unverified FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator Oct 4, 2024 Domain Adaptation Domain Generalization
Code Code Available Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement Oct 3, 2024 Computational Efficiency Disentanglement
— Unverified PixelShuffler: A Simple Image Translation Through Pixel Rearrangement Oct 3, 2024 Colorization Domain Adaptation
Code Code Available 