A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging Nov 1, 2021 Domain Adaptation POS
Code Code Available TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection Nov 1, 2021 Anomaly Detection Data Augmentation
— Unverified PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition Nov 1, 2021 Cross-Domain Named Entity Recognition Data Augmentation
— Unverified MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation Nov 1, 2021 Contrastive Learning Domain Adaptation
— Unverified Robustness of deep learning algorithms in astronomy -- galaxy morphology studies Nov 1, 2021 Astronomy Deep Learning
— Unverified Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing Nov 1, 2021 Dependency Parsing Domain Adaptation
— Unverified Combining Unsupervised and Text Augmented Semi-Supervised Learning for Low Resourced Autoregressive Speech Recognition Oct 29, 2021 Domain Adaptation Language Modeling
— Unverified On Label Shift in Domain Adaptation via Wasserstein Distance Oct 29, 2021 Domain Adaptation
— Unverified C-MADA: Unsupervised Cross-Modality Adversarial Domain Adaptation framework for medical Image Segmentation Oct 29, 2021 Domain Adaptation Image Segmentation
— Unverified Cycle-Balanced Representation Learning For Counterfactual Inference Oct 29, 2021 counterfactual Counterfactual Inference
Code Code Available 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 Deep Transfer Learning for Multi-source Entity Linkage via Domain Adaptation Oct 27, 2021 Attribute Domain Adaptation
Code Code Available 2nd Place Solution for VisDA 2021 Challenge -- Universally Domain Adaptive Image Recognition Oct 27, 2021 Domain Adaptation Universal Domain Adaptation
— Unverified Cross-Region Building Counting in Satellite Imagery using Counting Consistency Oct 26, 2021 Domain Adaptation Management
Code Code Available 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 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 Progressively Select and Reject Pseudo-labelled Samples for Open-Set Domain Adaptation Oct 25, 2021 Domain Adaptation image-classification
— Unverified Domain Adaptation for Rare Classes Augmented with Synthetic Samples Oct 23, 2021 2k 8k
— Unverified Domain Adaptation via Maximizing Surrogate Mutual Information Oct 23, 2021 Domain Adaptation Transfer Learning
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 Cross-domain Trajectory Prediction with CTP-Net Oct 22, 2021 Domain Adaptation Pedestrian Trajectory Prediction
— Unverified Center Loss Regularization for Continual Learning Oct 21, 2021 Continual Learning Domain Adaptation
— Unverified DEX: Domain Embedding Expansion for Generalized Person Re-identification Oct 21, 2021 Domain Adaptation Domain Generalization
— Unverified RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Oct 21, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Oct 21, 2021 Domain Adaptation Segmentation
— Unverified MixNorm: Test-Time Adaptation Through Online Normalization Estimation Oct 21, 2021 Domain Adaptation Test-time Adaptation
— Unverified Style Agnostic 3D Reconstruction via Adversarial Style Transfer Oct 20, 2021 3D geometry 3D Object Reconstruction
— Unverified Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences Oct 20, 2021 Domain Adaptation Privacy Preserving
— Unverified Semi-supervised Domain Adaptation for Semantic Segmentation Oct 20, 2021 Data Augmentation Domain Adaptation
— Unverified Test time Adaptation through Perturbation Robustness Oct 19, 2021 Domain Adaptation Test-time Adaptation
Code Code Available Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition Oct 19, 2021 Action Recognition Activity Recognition
— Unverified Dynamic Feature Alignment for Semi-supervised Domain Adaptation Oct 18, 2021 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Adversarial Domain Adaptation with Paired Examples for Acoustic Scene Classification on Different Recording Devices Oct 18, 2021 Acoustic Scene Classification Classification
— Unverified SPAP: Simultaneous Demand Prediction and Planning for Electric Vehicle Chargers in a New City Oct 18, 2021 Domain Adaptation Prediction
Code Code Available Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning Oct 18, 2021 Diagnostic Domain Adaptation
Code Code Available Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters Oct 18, 2021 Cross-Lingual Transfer Domain Adaptation
— Unverified 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 On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation Oct 16, 2021 Domain Adaptation Domain Generalization
— Unverified Finding the Right Recipe for Low Resource Domain Adaptation in Neural Machine Translation Oct 16, 2021 8k Domain Adaptation
— Unverified Improving Unsupervised Domain Adaptive Re-Identification via Source-Guided Selection of Pseudo-Labeling Hyperparameters Oct 15, 2021 Clustering Domain Adaptation
— Unverified Crisis Domain Adaptation Using Sequence-to-sequence Transformers Oct 15, 2021 Domain Adaptation Language Modelling
Code Code Available Content Preserving Image Translation with Texture Co-occurrence and Spatial Self-Similarity for Texture Debiasing and Domain Adaptation Oct 15, 2021 Domain Adaptation Translation
— Unverified Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization Oct 14, 2021 Domain Adaptation Semantic Segmentation
— Unverified TDACNN: Target-domain-free Domain Adaptation Convolutional Neural Network for Drift Compensation in Gas Sensors Oct 14, 2021 Domain Adaptation
— Unverified Domain generalization in deep learning for contrast-enhanced imaging Oct 14, 2021 Anatomy Data Augmentation
— Unverified 