Cycle monotonicity of adversarial attacks for optimal domain adaptation Sep 29, 2021 Domain Adaptation Semi-supervised 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 Universal Controllers with Differentiable Physics for Online System Identification Sep 29, 2021 Domain Adaptation
— Unverified Fast and Sample-Efficient Domain Adaptation for Autoencoder-Based End-to-End Communication Sep 29, 2021 Decoder Domain Adaptation
— Unverified Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection Sep 29, 2021 3D Object Detection Domain Adaptation
— Unverified Unsupervised Domain Adaptation in Semantic Segmentation Based on Pixel Alignment and Self-Training Sep 29, 2021 Domain Adaptation Segmentation
— Unverified Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id Sep 29, 2021 Clustering Contrastive Learning
— Unverified Knowledge Transfer based Evolutionary Deep Neural Network for Intelligent Fault Diagnosis Sep 28, 2021 Diagnostic Domain Adaptation
— Unverified Evaluation of Deep Neural Network Domain Adaptation Techniques for Image Recognition Sep 28, 2021 Domain Adaptation image-classification
Code Code Available Semi-Supervised Adversarial Discriminative Domain Adaptation Sep 27, 2021 Domain Adaptation Emotion Recognition
Code Code Available Introspective Robot Perception using Smoothed Predictions from Bayesian Neural Networks Sep 27, 2021 Domain Adaptation
— Unverified 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 BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets Sep 21, 2021 Domain Adaptation Language Modeling
— Unverified The Trade-offs of Domain Adaptation for Neural Language Models 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 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 Learning Kernel-Smoothed Machine Translation with Retrieved Examples Sep 21, 2021 Domain Adaptation Machine Translation
Code Code Available Language Identification with a Reciprocal Rank Classifier Sep 20, 2021 Domain Adaptation Language Identification
Code Code Available Improving Span Representation for Domain-adapted Coreference Resolution Sep 20, 2021 coreference-resolution Coreference Resolution
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 Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling Sep 19, 2021 Denoising Domain Adaptation
Code Code Available Joint Distribution Alignment via Adversarial Learning for Domain Adaptive Object Detection Sep 19, 2021 Domain Adaptation Object
Code Code Available CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available 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 S^3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Sep 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Task-adaptive Pre-training of Language Models with Word Embedding Regularization Sep 17, 2021 Domain Adaptation Question Answering
— Unverified Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification Sep 16, 2021 Domain Adaptation Hyperspectral Image Classification
Code Code Available Unsupervised domain adaptation with non-stochastic missing data Sep 16, 2021 Classification Domain Adaptation
Code Code Available Learnable Multi-level Frequency Decomposition and Hierarchical Attention Mechanism for Generalized Face Presentation Attack Detection Sep 16, 2021 Domain Adaptation Face Presentation Attack Detection
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 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 Efficient Domain Adaptation of Language Models via Adaptive Tokenization Sep 15, 2021 Domain Adaptation Language Modelling
— Unverified Foreground Object Structure Transfer for Unsupervised Domain Adaptation Sep 14, 2021 Clustering Domain Adaptation
— Unverified Cross-Region Domain Adaptation for Class-level Alignment Sep 14, 2021 Domain Adaptation Image-to-Image Translation
— Unverified Camera-Tracklet-Aware Contrastive Learning for Unsupervised Vehicle Re-Identification Sep 14, 2021 Contrastive Learning Domain Adaptation
Code Code Available Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Sep 14, 2021 Domain Adaptation Machine Translation
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-Modality Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation Sep 13, 2021 Domain Adaptation Segmentation
— Unverified Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning Sep 13, 2021 Computed Tomography (CT) Domain Adaptation
Code Code Available Task Guided Compositional Representation Learning for ZDA Sep 13, 2021 Domain Adaptation image-classification
— Unverified Adversarially Trained Object Detector for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Object
— Unverified CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 