Unsupervised Domain Adaptation with Contrastive Learning for Cross-domain Chinese NER Nov 16, 2021 Articles Contrastive Learning
— Unverified Unsupervised Domain Adaptation for Event Detection via Meta Self-Paced Learning Nov 16, 2021 Domain Adaptation Event Detection
— Unverified Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Nov 11, 2021 Domain Adaptation Speech Enhancement
Code Code Available Probabilistic Contrastive Learning for Domain Adaptation Nov 11, 2021 Contrastive Learning Domain Adaptation
Code Code Available Mitigating domain shift in AI-based tuberculosis screening with unsupervised domain adaptation Nov 9, 2021 Domain Adaptation Specificity
— Unverified Multi-Modality Cardiac Image Analysis with Deep Learning Nov 8, 2021 Deep Learning Domain Adaptation
— Unverified Semantically Consistent Image-to-Image Translation for Unsupervised Domain Adaptation Nov 5, 2021 Domain Adaptation Image-to-Image Translation
— Unverified TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation Nov 4, 2021 Crop Classification Domain Adaptation
Code Code Available Certainty Volume Prediction for Unsupervised Domain Adaptation Nov 3, 2021 Domain Adaptation Prediction
Code Code Available Deep Least Squares Alignment for Unsupervised Domain Adaptation Nov 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DILBERT: Customized Pre-Training for Domain Adaptation with Category Shift, with an Application to Aspect Extraction Nov 1, 2021 Aspect Extraction Domain Adaptation
Code Code Available Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing Nov 1, 2021 Dependency Parsing Domain Adaptation
— Unverified Unsupervised Domain Adaptation with Adapter Nov 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Hierarchical Image Classification with A Literally Toy Dataset Nov 1, 2021 Classification Domain Adaptation
— Unverified Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing Oct 28, 2021 Contrastive Learning Domain Adaptation
— Unverified Dispensed Transformer Network for Unsupervised Domain Adaptation Oct 28, 2021 Domain Adaptation GPU
— Unverified 2nd Place Solution for VisDA 2021 Challenge -- Universally Domain Adaptive Image Recognition Oct 27, 2021 Domain Adaptation Universal Domain Adaptation
— Unverified Mapping conditional distributions for domain adaptation under generalized target shift Oct 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Towards Audio Domain Adaptation for Acoustic Scene Classification using Disentanglement Learning Oct 26, 2021 Acoustic Scene Classification Disentanglement
Code Code Available Cross-Region Building Counting in Satellite Imagery using Counting Consistency Oct 26, 2021 Domain Adaptation Management
Code Code Available Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning Oct 25, 2021 Domain Adaptation reinforcement-learning
— Unverified Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval Oct 25, 2021 Domain Adaptation Retrieval
— Unverified Domain Adaptation via Maximizing Surrogate Mutual Information Oct 23, 2021 Domain Adaptation Transfer Learning
Code Code Available A Prototype-Oriented Framework for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity Oct 22, 2021 Active Learning Domain Adaptation
— Unverified UBR^2S: Uncertainty-Based Resampling and Reweighting Strategy for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Oct 21, 2021 Domain Adaptation Segmentation
— Unverified RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Oct 21, 2021 Domain Adaptation Multi-Task Learning
Code Code Available MixNorm: Test-Time Adaptation Through Online Normalization Estimation Oct 21, 2021 Domain Adaptation Test-time Adaptation
— Unverified Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation Oct 21, 2021 Autonomous Vehicles Domain Adaptation
Code Code Available Semi-supervised Domain Adaptation for Semantic Segmentation Oct 20, 2021 Data Augmentation Domain Adaptation
— Unverified Continual self-training with bootstrapped remixing for speech enhancement Oct 19, 2021 Domain Adaptation Speech Enhancement
Code Code Available FAST3D: Flow-Aware Self-Training for 3D Object Detectors Oct 18, 2021 Autonomous Driving Domain Adaptation
— Unverified Pixel-level Intra-domain Adaptation for Semantic Segmentation Oct 17, 2021 Domain Adaptation Segmentation
— Unverified LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Oct 17, 2021 Domain Adaptation Pseudo Label
Code Code Available Improving Unsupervised Domain Adaptive Re-Identification via Source-Guided Selection of Pseudo-Labeling Hyperparameters Oct 15, 2021 Clustering Domain Adaptation
— Unverified Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization Oct 14, 2021 Domain Adaptation Semantic Segmentation
— Unverified Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Oct 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation Oct 13, 2021 Autonomous Driving Depth Estimation
Code Code Available Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Oct 11, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation Oct 8, 2021 Autonomous Driving Domain Adaptation
— Unverified Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning Oct 7, 2021 Domain Adaptation Meta-Learning
— Unverified Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Oct 7, 2021 Contrastive Learning Domain Adaptation
Code Code Available Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries Oct 6, 2021 Data Augmentation Domain Adaptation
Code Code Available ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods Oct 6, 2021 Conditional Image Generation Domain Adaptation
Code Code Available Knothe-Rosenblatt transport for Unsupervised Domain Adaptation Oct 6, 2021 Density Estimation Domain Adaptation
— Unverified CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Oct 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ACDC: Online Unsupervised Cross-Domain Adaptation Oct 4, 2021 Domain Adaptation Online unsupervised domain adaptation
Code Code Available Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection Oct 4, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for LiDAR Panoptic Segmentation Sep 30, 2021 Autonomous Driving Autonomous Vehicles
— Unverified 