Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Jan 6, 2022 Disentanglement Domain Adaptation
Code Code Available 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 TableParser: Automatic Table Parsing with Weak Supervision from Spreadsheets Jan 5, 2022 Domain Adaptation
Code Code Available Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Jan 4, 2022 Domain Adaptation domain classification
Code Code Available Multi-Representation Adaptation Network for Cross-domain Image Classification Jan 4, 2022 Classification Domain Adaptation
Code Code Available ADeLA: Automatic Dense Labeling With Attention for Viewpoint Shift in Semantic Segmentation Jan 1, 2022 Domain Adaptation Hallucination
— Unverified Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation Jan 1, 2022 Contrastive Learning Domain Adaptation
— Unverified Exploring Domain-Invariant Parameters for Source Free Domain Adaptation Jan 1, 2022 Domain Adaptation Privacy Preserving
— Unverified Contrastive Regression for Domain Adaptation on Gaze Estimation Jan 1, 2022 Domain Adaptation Domain Generalization
— 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 Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal Jan 1, 2022 Domain Adaptation Image Dehazing
Code Code Available H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection Jan 1, 2022 Domain Adaptation object-detection
Code Code Available Generalizing Gaze Estimation With Rotation Consistency Jan 1, 2022 Domain Adaptation Gaze Estimation
— Unverified Learning Video Representations of Human Motion From Synthetic Data Jan 1, 2022 Action Recognition Contrastive Learning
— 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 Domain Adaptation with Category Attention Network for Deep Sentiment Analysis Dec 31, 2021 Attribute Classification
— Unverified An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training Dec 31, 2021 Domain Adaptation Prediction
— 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 Cross-Domain Open-Set Machinery Fault Diagnosis Based on Adversarial Network With Multiple Auxiliary Classifiers Dec 28, 2021 Domain Adaptation Fault Diagnosis
— Unverified Unsupervised Domain Adaptation for Constraining Star Formation Histories Dec 28, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification Dec 28, 2021 Classification Domain Adaptation
— Unverified FRIDA -- Generative Feature Replay for Incremental Domain Adaptation Dec 28, 2021 Domain Adaptation Generative Adversarial Network
— Unverified 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 Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization Dec 21, 2021 Domain Adaptation Domain Generalization
Code Code Available Pre-Training Transformers for Domain Adaptation Dec 18, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Tell me what you see: A zero-shot action recognition method based on natural language descriptions Dec 18, 2021 Action Recognition Descriptive
Code Code Available Domain Adaptation on Point Clouds via Geometry-Aware Implicits Dec 17, 2021 Autonomous Driving Domain Adaptation
Code Code Available Efficient Hierarchical Domain Adaptation for Pretrained Language Models Dec 16, 2021 Domain Adaptation Language Modeling
Code Code Available UMAD: Universal Model Adaptation under Domain and Category Shift Dec 16, 2021 Domain Adaptation Universal Domain Adaptation
— Unverified Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning Dec 16, 2021 Domain Adaptation Image-to-Image Translation
— 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 Both Domain Robustness and Domain Adaptability in Machine Translation Dec 15, 2021 Domain Adaptation Machine Translation
Code Code Available Maximum Bayes Smatch Ensemble Distillation for AMR Parsing Dec 14, 2021 AMR Parsing Data Augmentation
Code Code Available GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Dec 14, 2021 Domain Adaptation Retrieval
Code Code Available Transferrable Contrastive Learning for Visual Domain Adaptation Dec 14, 2021 Contrastive Learning Domain Adaptation
— 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 A Survey of Unsupervised Domain Adaptation for Visual Recognition Dec 13, 2021 Domain Adaptation Survey
— 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 Unsupervised JPEG Domain Adaptation for Practical Digital Image Forensics Dec 9, 2021 Domain Adaptation Image Forensics
Code Code Available AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach Dec 9, 2021 Domain Adaptation Stereo Matching
— Unverified Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation Dec 9, 2021 Domain Adaptation One-shot Unsupervised Domain Adaptation
Code Code Available KartalOl: Transfer learning using deep neural network for iris segmentation and localization: New dataset for iris segmentation Dec 9, 2021 Binarization Domain Adaptation
Code Code Available A cross-domain recommender system using deep coupled autoencoders Dec 8, 2021 Domain Adaptation Recommendation Systems
— Unverified Burn After Reading: Online Adaptation for Cross-domain Streaming Data Dec 8, 2021 Diversity Domain Adaptation
— Unverified 