Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id Sep 29, 2021 Clustering Contrastive Learning
— Unverified Adaptive Unbiased Teacher for Cross-Domain Object Detection Sep 29, 2021 Data Augmentation Domain Adaptation
— Unverified Source-Target Unified Knowledge Distillation for Memory-Efficient Federated Domain Adaptation on Edge Devices Sep 29, 2021 Domain Adaptation Knowledge Distillation
— Unverified DaSeGAN: Domain Adaptation for Segmentation Tasks via Generative Adversarial Networks Sep 29, 2021 Domain Adaptation Domain Generalization
— Unverified Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis Sep 28, 2021 Diagnostic Domain Adaptation
— Unverified Introspective Robot Perception using Smoothed Predictions from Bayesian Neural Networks Sep 27, 2021 Domain Adaptation
— Unverified Semi-Supervised Adversarial Discriminative Domain Adaptation Sep 27, 2021 Domain Adaptation Emotion Recognition
Code Code Available Training on Test Data with Bayesian Adaptation for Covariate Shift Sep 27, 2021 Domain Adaptation image-classification
— Unverified DAMix: A Density-Aware Mixup Augmentation for Single Image Dehazing under Domain Shift Sep 26, 2021 Data Augmentation Domain Adaptation
— Unverified Multi-source Few-shot Domain Adaptation Sep 25, 2021 Domain Adaptation Self-Supervised Learning
— Unverified Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble Sep 24, 2021 Data Augmentation Domain Adaptation
— Unverified Self-Training Based Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation Sep 22, 2021 Domain Adaptation Image Segmentation
— Unverified The Trade-offs of Domain Adaptation for Neural Language Models Sep 21, 2021 Domain Adaptation Language Modeling
— Unverified Multi-Source Video Domain Adaptation with Temporal Attentive Moment Alignment Sep 21, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Ultrasound Domain Adaptation Using Frequency Domain Analysis Sep 21, 2021 Domain Adaptation Lesion Segmentation
— Unverified BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets Sep 21, 2021 Domain Adaptation Language Modeling
— Unverified Comparison of single and multitask learning for predicting cognitive decline based on MRI data Sep 21, 2021 Diagnostic Domain Adaptation
Code Code Available Improving Span Representation for Domain-adapted Coreference Resolution Sep 20, 2021 coreference-resolution Coreference Resolution
Code Code Available Language Identification with a Reciprocal Rank Classifier Sep 20, 2021 Domain Adaptation Language Identification
Code Code Available Unsupervised Domain Adaptation with Semantic Consistency across Heterogeneous Modalities for MRI Prostate Lesion Segmentation Sep 19, 2021 Domain Adaptation Lesion Segmentation
— Unverified Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer Sep 18, 2021 Domain Adaptation Self-Supervised Learning
— Unverified Self-Adaptive Partial Domain Adaptation Sep 18, 2021 Domain Adaptation Partial Domain Adaptation
— Unverified Task-adaptive Pre-training of Language Models with Word Embedding Regularization Sep 17, 2021 Domain Adaptation Question Answering
— Unverified Unsupervised domain adaptation with non-stochastic missing data Sep 16, 2021 Classification Domain Adaptation
Code Code Available On the inductive biases of deep domain adaptation Sep 16, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Translation Transformers Rediscover Inherent Data Domains Sep 16, 2021 Clustering Domain Adaptation
Code Code Available Efficient Domain Adaptation of Language Models via Adaptive Tokenization Sep 15, 2021 Domain Adaptation Language Modelling
— Unverified Cross-lingual Transfer of Monolingual Models Sep 15, 2021 Cross-Lingual Transfer Domain Adaptation
— Unverified On the Complementarity of Data Selection and Fine Tuning for Domain Adaptation Sep 15, 2021 Domain Adaptation Domain Generalization
— Unverified Foreground Object Structure Transfer for Unsupervised Domain Adaptation Sep 14, 2021 Clustering Domain Adaptation
— Unverified Camera-Tracklet-Aware Contrastive Learning for Unsupervised Vehicle Re-Identification Sep 14, 2021 Contrastive Learning Domain Adaptation
Code Code Available Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks Sep 14, 2021 Domain Adaptation Language Modelling
— Unverified Cross-Region Domain Adaptation for Class-level Alignment Sep 14, 2021 Domain Adaptation Image-to-Image Translation
— Unverified Adversarially Trained Object Detector for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Object
— Unverified Task Guided Compositional Representation Learning for ZDA Sep 13, 2021 Domain Adaptation image-classification
— Unverified Cross-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation Sep 13, 2021 Domain Adaptation Segmentation
— Unverified Domain Adaptation by Maximizing Population Correlation with Neural Architecture Search Sep 12, 2021 Domain Adaptation Neural Architecture Search
— Unverified Unsupervised Domain Adaptive Learning via Synthetic Data for Person Re-identification Sep 12, 2021 Domain Adaptation Person Re-Identification
— Unverified Unsupervised Domain Adaptation Schemes for Building ASR in Low-resource Languages Sep 12, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning Sep 11, 2021 Domain Adaptation
— Unverified Rule-based Morphological Inflection Improves Neural Terminology Translation Sep 10, 2021 Domain Adaptation LEMMA
Code Code Available Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection Sep 9, 2021 Contrastive Learning Domain Adaptation
Code Code Available Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal Sep 9, 2021 Domain Adaptation Transfer Learning
— Unverified Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation Sep 9, 2021 Domain Adaptation Pseudo Label
— Unverified Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation Sep 8, 2021 Computed Tomography (CT) Domain Adaptation
— Unverified On Characterizing the Trade-off in Invariant Representation Learning Sep 8, 2021 Attribute Domain Adaptation
Code Code Available Grassmannian Graph-attentional Landmark Selection for Domain Adaptation Sep 7, 2021 Domain Adaptation
— Unverified Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers Sep 6, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Automatic Online Multi-Source Domain Adaptation Sep 5, 2021 Denoising Domain Adaptation
Code Code Available Adversarial Robustness for Unsupervised Domain Adaptation Sep 2, 2021 Adversarial Robustness Domain Adaptation
— Unverified 