Integrated Multiscale Domain Adaptive YOLO Feb 7, 2022 Autonomous Driving Domain Adaptation
— Unverified Simulation-to-Reality domain adaptation for offline 3D object annotation on pointclouds with correlation alignment Feb 6, 2022 Autonomous Driving Domain Adaptation
— Unverified Low-confidence Samples Matter for Domain Adaptation Feb 6, 2022 Contrastive Learning Domain Adaptation
Code Code Available DeepSTAPLE: Learning to predict multimodal registration quality for unsupervised domain adaptation Feb 4, 2022 Domain Adaptation Image Registration
— Unverified Malleable Agents for Re-Configurable Robotic Manipulators Feb 4, 2022 Deep Reinforcement Learning Domain Adaptation
— Unverified Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models Feb 3, 2022 Domain Adaptation
— Unverified Practical Imitation Learning in the Real World via Task Consistency Loss Feb 3, 2022 Domain Adaptation Imitation Learning
— Unverified The CORAL++ Algorithm for Unsupervised Domain Adaptation of Speaker Recogntion Feb 2, 2022 Domain Adaptation Speaker Recognition
— Unverified On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation Feb 1, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers Jan 28, 2022 Cross-Domain Text Classification Domain Adaptation
Code Code Available Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image Segmentation
Code Code Available Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation Jan 28, 2022 Domain Adaptation Transfer Learning
— Unverified ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation Jan 27, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Controlling Directions Orthogonal to a Classifier Jan 27, 2022 Domain Adaptation Fairness
Code Code Available Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion Jan 25, 2022 Domain Adaptation Segmentation
— Unverified E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing Jan 24, 2022 Domain Adaptation Out-of-Distribution Detection
— Unverified Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves Jan 20, 2022 Classification Deep Attention
— Unverified A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis Jan 18, 2022 Domain Adaptation Inference Attack
— Unverified Knowledge Sharing via Domain Adaptation in Customs Fraud Detection Jan 18, 2022 Domain Adaptation Fraud Detection
— Unverified Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation Jan 18, 2022 Domain Adaptation Knowledge Distillation
Code Code Available BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR Jan 17, 2022 Domain Adaptation Image Retrieval
— Unverified Unsupervised Reinforcement Adaptation for Class-Imbalanced TextClassification Jan 16, 2022 Domain Adaptation reinforcement-learning
— Unverified LongChecker: Improving scientific claim verification by modeling full-abstract context Jan 16, 2022 Claim Verification Domain Adaptation
— Unverified XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Jan 16, 2022 Cross-Lingual Transfer Dialogue State Tracking
— Unverified GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Jan 16, 2022 Domain Adaptation Retrieval
— Unverified Improving both domain robustness and domain adaptability in machine translation Jan 16, 2022 Domain Adaptation Machine Translation
— Unverified Efficient Machine Translation Domain Adaptation Jan 16, 2022 Domain Adaptation Language Modeling
— Unverified Efficient Hierarchical Domain Adaptation for Pretrained Language Models Jan 16, 2022 Domain Adaptation Language Modeling
— Unverified Multi-Sparse-Domain Collaborative Recommendation via Enhanced Comprehensive Aspect Preference Learning Jan 16, 2022 Domain Adaptation Recommendation Systems
— Unverified GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation Jan 16, 2022 Domain Adaptation
Code Code Available Robust Scatterer Number Density Segmentation of Ultrasound Images Jan 16, 2022 Domain Adaptation Multi-Task Learning
— Unverified Domain Adaptation via Bidirectional Cross-Attention Transformer Jan 15, 2022 Domain Adaptation
— Unverified Deep Optimal Transport for Domain Adaptation on SPD Manifolds Jan 15, 2022 Brain Computer Interface Domain Adaptation
Code Code Available Transferability in Deep Learning: A Survey Jan 15, 2022 Deep Learning Domain Adaptation
— Unverified Moses: Efficient Exploitation of Cross-device Transferable Features for Tensor Program Optimization Jan 15, 2022 Domain Adaptation
— Unverified The Dark Side of the Language: Pre-trained Transformers in the DarkNet Jan 14, 2022 Domain Adaptation Language Modeling
— Unverified Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning Jan 14, 2022 Domain Adaptation Image-to-Image Translation
— Unverified Cost-Effective Training in Low-Resource Neural Machine Translation Jan 14, 2022 Active Learning Domain Adaptation
— Unverified Domain-shift adaptation via linear transformations Jan 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Cross-Modality Retinal Vessel Segmentation via Disentangling Representation Style Transfer and Collaborative Consistency Learning Jan 13, 2022 Domain Adaptation Image Reconstruction
Code Code Available Self-semantic contour adaptation for cross modality brain tumor segmentation Jan 13, 2022 Brain Tumor Segmentation Domain Adaptation
— Unverified Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation Jan 12, 2022 Depth Estimation Domain Adaptation
— Unverified Unsupervised Domain Adaptive Person Re-id with Local-enhance and Prototype Dictionary Learning Jan 11, 2022 Contrastive Learning Dictionary Learning
— Unverified DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift Jan 11, 2022 Domain Adaptation regression
— Unverified A Likelihood Ratio based Domain Adaptation Method for E2E Models Jan 10, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Preserving Domain Private Representation via Mutual Information Maximization Jan 9, 2022 Domain Adaptation Domain Generalization
— Unverified Learning from Synthetic InSAR with Vision Transformers: The case of volcanic unrest detection Jan 9, 2022 Binary Classification Domain Adaptation
Code Code Available CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation Jan 8, 2022 Brain Segmentation Domain Adaptation
Code Code Available FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images Jan 7, 2022 Domain Adaptation Foggy Scene Segmentation
— Unverified Deep Domain Adversarial Adaptation for Photon-efficient Imaging Jan 7, 2022 Domain Adaptation
Code Code Available 