GAN Inversion for Image Editing via Unsupervised Domain Adaptation Nov 22, 2022 Domain Adaptation Image Reconstruction
— Unverified Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier Nov 21, 2022 All Contrastive Learning
— Unverified Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation Nov 21, 2022 Domain Adaptation Image Classification
— Unverified Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Nov 21, 2022 Domain Adaptation Scene Understanding
Code Code Available ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Nov 21, 2022 Domain Adaptation Image Segmentation
Code Code Available Data-Driven Offline Decision-Making via Invariant Representation Learning Nov 21, 2022 Decision Making Domain Adaptation
— Unverified Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction Nov 20, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Self-Remixing: Unsupervised Speech Separation via Separation and Remixing Nov 18, 2022 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance Nov 18, 2022 Bayesian Inference Domain Adaptation
Code Code Available Multi-source Domain Adaptation for Text-independent Forensic Speaker Recognition Nov 17, 2022 Domain Adaptation Speaker Recognition
— Unverified Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Nov 17, 2022 Action Recognition Deep Learning
Code Code Available Targeted Attention for Generalized- and Zero-Shot Learning Nov 17, 2022 Attribute Domain Adaptation
— Unverified Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine Nov 17, 2022 Decision Making Domain Adaptation
— Unverified Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models Nov 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Nov 16, 2022 Domain Adaptation Transfer Learning
Code Code Available ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA Nov 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Explaining Cross-Domain Recognition with Interpretable Deep Classifier Nov 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Instance-aware Model Ensemble With Distillation For Unsupervised Domain Adaptation Nov 15, 2022 Domain Adaptation Knowledge Distillation
— Unverified Renewing Iterative Self-labeling Domain Adaptation with Application to the Spine Motion Prediction Nov 14, 2022 Domain Adaptation motion prediction
— Unverified On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration Nov 14, 2022 Domain Adaptation Pseudo Label
— Unverified Sentiment recognition of Italian elderly through domain adaptation on cross-corpus speech dataset Nov 14, 2022 Cross-corpus Domain Adaptation
— Unverified Robust Deep Learning for Autonomous Driving Nov 14, 2022 Autonomous Driving Deep Learning
Code Code Available AdaptKeyBERT: An Attention-Based approach towards Few-Shot & Zero-Shot Domain Adaptation of KeyBERT Nov 14, 2022 Domain Adaptation Fact Verification
Code Code Available PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Nov 14, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Adversarial and Random Transformations for Robust Domain Adaptation and Generalization Nov 13, 2022 Data Augmentation Domain Adaptation
— Unverified LLEDA -- Lifelong Self-Supervised Domain Adaptation Nov 12, 2022 Domain Adaptation Hippocampus
— Unverified DATa: Domain Adaptation-Aided Deep Table Detection Using Visual-Lexical Representations Nov 12, 2022 Articles Domain Adaptation
— Unverified AU-Aware Vision Transformers for Biased Facial Expression Recognition Nov 12, 2022 Domain Adaptation Facial Expression Recognition
— Unverified Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning Nov 12, 2022 Contrastive Learning Domain Adaptation
Code Code Available Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios Nov 11, 2022 Domain Adaptation
— Unverified Prompt Learning for Domain Adaptation in Task-Oriented Dialogue Nov 10, 2022 Domain Adaptation intent-classification
— Unverified Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Nov 10, 2022 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified Adaptive Multi-Corpora Language Model Training for Speech Recognition Nov 9, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation Nov 8, 2022 Domain Adaptation NMT
Code Code Available Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Nov 8, 2022 Continual Pretraining Domain Adaptation
Code Code Available CoNMix for Source-free Single and Multi-target Domain Adaptation Nov 7, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID Nov 7, 2022 Clustering Contrastive Learning
Code Code Available Few-shot Image Generation with Diffusion Models Nov 7, 2022 Denoising Diversity
Code Code Available Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEG Nov 6, 2022 Domain Adaptation EEG
Code Code Available MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation Nov 6, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Nov 6, 2022 Domain Adaptation Model Optimization
— Unverified Privacy-Preserving Models for Legal Natural Language Processing Nov 5, 2022 Domain Adaptation Privacy Preserving
Code Code Available Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training Nov 5, 2022 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection Nov 4, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Nov 4, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Domain Adaptation under Missingness Shift Nov 3, 2022 Domain Adaptation
Code Code Available A Fuzzy-set-based Joint Distribution Adaptation Method for Regression and its Application to Online Damage Quantification for Structural Digital Twin Nov 3, 2022 Domain Adaptation regression
— Unverified Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Nov 3, 2022 Continual Learning Domain Adaptation
Code Code Available Internal Language Model Estimation based Adaptive Language Model Fusion for Domain Adaptation Nov 2, 2022 Domain Adaptation Language Modeling
— Unverified Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Nov 2, 2022 Domain Adaptation Image Segmentation
— Unverified 