Bi-discriminator Domain Adversarial Neural Networks with Class-Level Gradient Alignment Oct 21, 2023 Contrastive Learning Domain Adaptation
Code Code Available Neural domain alignment for spoken language recognition based on optimal transport Oct 20, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Towards Subject Agnostic Affective Emotion Recognition Oct 20, 2023 Domain Adaptation EEG
— Unverified Weighted Joint Maximum Mean Discrepancy Enabled Multi-Source-Multi-Target Unsupervised Domain Adaptation Fault Diagnosis Oct 20, 2023 Domain Adaptation Fault Diagnosis
— Unverified Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation Oct 18, 2023 Domain Adaptation Image Segmentation
— Unverified Robust Class-Conditional Distribution Alignment for Partial Domain Adaptation Oct 18, 2023 Domain Adaptation Partial Domain Adaptation
— Unverified CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation Oct 18, 2023 Domain Adaptation Few-Shot Relation Classification
Code Code Available Correction Focused Language Model Training for Speech Recognition Oct 17, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction Oct 16, 2023 Domain Adaptation Event Extraction
— Unverified On the Transferability of Learning Models for Semantic Segmentation for Remote Sensing Data Oct 16, 2023 Domain Adaptation Semantic Segmentation
Code Code Available Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model Oct 16, 2023 Domain Adaptation Prompt Learning
— Unverified IW-GAE: Importance Weighted Group Accuracy Estimation for Improved Calibration and Model Selection in Unsupervised Domain Adaptation Oct 16, 2023 Domain Adaptation Model Selection
— Unverified Towards Example-Based NMT with Multi-Levenshtein Transformers Oct 13, 2023 Domain Adaptation Imitation Learning
Code Code Available SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation Oct 13, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Learning to Adapt SAM for Segmenting Cross-domain Point Clouds Oct 13, 2023 Domain Adaptation General Knowledge
— Unverified Unsupervised Domain Adaption for Neural Information Retrieval Oct 13, 2023 Domain Adaptation Information Retrieval
— Unverified Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation Oct 12, 2023 Decision Making Domain Adaptation
— Unverified Exploiting Semantic Localization in Highly Dynamic Wireless Networks Using Deep Homoscedastic Domain Adaptation Oct 11, 2023 Domain Adaptation Representation Learning
Code Code Available Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Oct 11, 2023 Domain Adaptation Object
— Unverified Domain Expansion via Network Adaptation for Solving Inverse Problems Oct 10, 2023 Domain Adaptation
— Unverified Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation Oct 9, 2023 Domain Adaptation Universal Domain Adaptation
— Unverified SemST: Semantically Consistent Multi-Scale Image Translation via Structure-Texture Alignment Oct 8, 2023 Contrastive Learning Domain Adaptation
— Unverified Subspace Identification for Multi-Source Domain Adaptation Oct 7, 2023 Disentanglement Domain Adaptation
Code Code Available CAD Models to Real-World Images: A Practical Approach to Unsupervised Domain Adaptation in Industrial Object Classification Oct 7, 2023 Domain Adaptation Object
Code Code Available Integrating Contrastive Learning into a Multitask Transformer Model for Effective Domain Adaptation Oct 7, 2023 Contrastive Learning Cross-corpus
— Unverified Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation Oct 7, 2023 Autonomous Driving Contrastive Learning
— Unverified End-to-End Lip Reading in Romanian with Cross-Lingual Domain Adaptation and Lateral Inhibition Oct 7, 2023 Domain Adaptation Lip Reading
— Unverified Multi-objective Progressive Clustering for Semi-supervised Domain Adaptation in Speaker Verification Oct 7, 2023 Clustering Denoising
— Unverified Alice Benchmarks: Connecting Real World Re-Identification with the Synthetic Oct 6, 2023 Domain Adaptation
— Unverified Mitigating the Influence of Domain Shift in Skin Lesion Classification: A Benchmark Study of Unsupervised Domain Adaptation Methods on Dermoscopic Images Oct 5, 2023 Domain Adaptation Lesion Classification
— Unverified Zero-shot Learning of Drug Response Prediction for Preclinical Drug Screening Oct 5, 2023 Domain Adaptation Drug Discovery
Code Code Available Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain Oct 5, 2023 Domain Adaptation
Code Code Available Continual Test-time Domain Adaptation via Dynamic Sample Selection Oct 5, 2023 Domain Adaptation
— Unverified Optimal Transport with Adaptive Regularisation Oct 4, 2023 Domain Adaptation
— Unverified Learning to Prompt Your Domain for Vision-Language Models Oct 4, 2023 Domain Adaptation Federated Learning
— Unverified Learnable Data Augmentation for One-Shot Unsupervised Domain Adaptation Oct 3, 2023 Data Augmentation Decoder
Code Code Available Task-guided Domain Gap Reduction for Monocular Depth Prediction in Endoscopy Oct 2, 2023 Depth Estimation Depth Prediction
Code Code Available Transcending Domains through Text-to-Image Diffusion: A Source-Free Approach to Domain Adaptation Oct 2, 2023 Domain Adaptation Source-Free Domain Adaptation
— Unverified Improving Rumor Detection by Class-based Adversarial Domain Adaptation Oct 1, 2023 Domain Adaptation Event Detection
Code Code Available Domain-Adaptive Learning: Unsupervised Adaptation for Histology Images with Improved Loss Function Combination Sep 29, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis Sep 29, 2023 Domain Adaptation Image Super-Resolution
— Unverified AdaPose: Towards Cross-Site Device-Free Human Pose Estimation with Commodity WiFi Sep 29, 2023 Domain Adaptation Pose Estimation
— Unverified Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study Sep 29, 2023 Domain Adaptation Multi-Task Learning
— Unverified FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency Perspective Sep 29, 2023 Blind Image Quality Assessment Domain Adaptation
Code Code Available PC-Adapter: Topology-Aware Adapter for Efficient Domain Adaption on Point Clouds with Rectified Pseudo-label Sep 29, 2023 Domain Adaptation Pseudo Label
— Unverified Few-Shot Domain Adaptation for Charge Prediction on Unprofessional Descriptions Sep 29, 2023 Domain Adaptation Prediction
— Unverified Using Weak Supervision and Data Augmentation in Question Answering Sep 28, 2023 Articles Data Augmentation
— Unverified Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation Sep 28, 2023 Domain Adaptation Image Segmentation
— Unverified Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization Sep 27, 2023 Domain Adaptation Segmentation
— Unverified Robust Internal Representations for Domain Generalization Sep 27, 2023 Continual Learning Domain Adaptation
— Unverified 