Deep Optimal Transport for Domain Adaptation on SPD Manifolds Jan 15, 2022 Brain Computer Interface Domain Adaptation
Code Code Available Domain Adaptation via Bidirectional Cross-Attention Transformer Jan 15, 2022 Domain Adaptation
— Unverified Moses: Efficient Exploitation of Cross-device Transferable Features for Tensor Program Optimization Jan 15, 2022 Domain Adaptation
— Unverified Transferability in Deep Learning: A Survey Jan 15, 2022 Deep Learning Domain Adaptation
— 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 Domain Adaptation in LiDAR Semantic Segmentation via Alternating Skip Connections and Hybrid Learning Jan 14, 2022 Domain Adaptation Image-to-Image Translation
— Unverified The Dark Side of the Language: Pre-trained Transformers in the DarkNet Jan 14, 2022 Domain Adaptation Language Modeling
— Unverified 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 DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift Jan 11, 2022 Domain Adaptation regression
— Unverified Unsupervised Domain Adaptive Person Re-id with Local-enhance and Prototype Dictionary Learning Jan 11, 2022 Contrastive Learning Dictionary Learning
— 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 Deep Domain Adversarial Adaptation for Photon-efficient Imaging Jan 7, 2022 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 Enhancing Egocentric 3D Pose Estimation with Third Person Views Jan 6, 2022 3D Pose Estimation Domain Adaptation
Code Code Available Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation Jan 5, 2022 Domain Adaptation Representation Learning
— Unverified Contrastive Regression for Domain Adaptation on Gaze Estimation Jan 1, 2022 Domain Adaptation Domain Generalization
— Unverified Exploring Domain-Invariant Parameters for Source Free Domain Adaptation Jan 1, 2022 Domain Adaptation Privacy Preserving
— Unverified Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation With Reliable Voted Pseudo Labels Jan 1, 2022 Domain Adaptation Representation Learning
— Unverified Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation Jan 1, 2022 Contrastive Learning Domain Adaptation
— Unverified Generalizing Gaze Estimation With Rotation Consistency Jan 1, 2022 Domain Adaptation Gaze Estimation
— Unverified ADeLA: Automatic Dense Labeling With Attention for Viewpoint Shift in Semantic Segmentation Jan 1, 2022 Domain Adaptation Hallucination
— Unverified Learning Video Representations of Human Motion From Synthetic Data Jan 1, 2022 Action Recognition Contrastive Learning
— Unverified An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training Dec 31, 2021 Domain Adaptation Prediction
— Unverified Domain Adaptation with Category Attention Network for Deep Sentiment Analysis Dec 31, 2021 Attribute Classification
— Unverified Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors Dec 31, 2021 Domain Adaptation Synthetic Data Generation
— Unverified Data-Free Knowledge Transfer: A Survey Dec 31, 2021 Data-free Knowledge Distillation Domain Adaptation
— Unverified Deep Transfer-Learning for patient specific model re-calibration: Application to sEMG-Classification Dec 30, 2021 Domain Adaptation Transfer Learning
— Unverified FRIDA -- Generative Feature Replay for Incremental Domain Adaptation Dec 28, 2021 Domain Adaptation Generative Adversarial Network
— Unverified Cross-Domain Open-Set Machinery Fault Diagnosis Based on Adversarial Network With Multiple Auxiliary Classifiers Dec 28, 2021 Domain Adaptation Fault Diagnosis
— Unverified DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification Dec 28, 2021 Classification Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Constraining Star Formation Histories Dec 28, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation Dec 27, 2021 Disentanglement Domain Adaptation
— Unverified Disentanglement by Cyclic Reconstruction Dec 24, 2021 Disentanglement Domain Adaptation
Code Code Available Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Dec 22, 2021 Abstractive Text Summarization Domain Adaptation
Code Code Available Pre-Training Transformers for Domain Adaptation Dec 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Prompt Tuning GPT-2 language model for parameter-efficient domain adaptation of ASR systems Dec 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning Dec 16, 2021 Domain Adaptation Image-to-Image Translation
— Unverified UMAD: Universal Model Adaptation under Domain and Category Shift Dec 16, 2021 Domain Adaptation Universal Domain Adaptation
— Unverified Improving Both Domain Robustness and Domain Adaptability in Machine Translation Dec 15, 2021 Domain Adaptation Machine Translation
Code Code Available Transferrable Contrastive Learning for Visual Domain Adaptation Dec 14, 2021 Contrastive Learning Domain Adaptation
— Unverified Maximum Bayes Smatch Ensemble Distillation for AMR Parsing Dec 14, 2021 AMR Parsing Data Augmentation
Code Code Available A Survey of Unsupervised Domain Adaptation for Visual Recognition Dec 13, 2021 Domain Adaptation Survey
— Unverified Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains Dec 13, 2021 Domain Adaptation Image Quality Assessment
— Unverified Semi-supervised Domain Adaptive Structure Learning Dec 12, 2021 Domain Adaptation Representation Learning
Code Code Available Spatial Graph Convolutional Neural Network via Structured Subdomain Adaptation and Domain Adversarial Learning for Bearing Fault Diagnosis Dec 11, 2021 Domain Adaptation Fault Diagnosis
— Unverified Self-Ensemling for 3D Point Cloud Domain Adaption Dec 10, 2021 Autonomous Driving Domain Adaptation
— Unverified AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach Dec 9, 2021 Domain Adaptation Stereo Matching
— Unverified 