Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation Jul 30, 2022 Depth Estimation Domain Adaptation
— Unverified StyleAM: Perception-Oriented Unsupervised Domain Adaption for Non-reference Image Quality Assessment Jul 29, 2022 Domain Adaptation Image Quality Assessment
— Unverified Unsupervised Domain Adaptation for Video Transformers in Action Recognition Jul 26, 2022 Action Recognition Domain Adaptation
Code Code Available Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Fine-Grained Visual Recognition
Code Code Available Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation Jul 22, 2022 Contrastive Learning Domain Adaptation
— Unverified Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box Jul 20, 2022 Domain Adaptation object-detection
— Unverified Multi-step domain adaptation by adversarial attack to H ΔH-divergence Jul 18, 2022 Adversarial Attack Domain Adaptation
— Unverified Source-free Unsupervised Domain Adaptation for Blind Image Quality Assessment Jul 17, 2022 Blind Image Quality Assessment Domain Adaptation
— Unverified Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Jul 17, 2022 Action Recognition Domain Adaptation
Code Code Available Source-Free Domain Adaptation for Real-world Image Dehazing Jul 14, 2022 Domain Adaptation Image Dehazing
— Unverified Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation Jul 14, 2022 Contrastive Learning Domain Adaptation
Code Code Available PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners Jul 12, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Gap Estimation for Source Free Unsupervised Domain Adaptation with Many Classifiers Jul 12, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Gradual Domain Adaptation without Indexed Intermediate Domains Jul 11, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Jul 10, 2022 Contrastive Learning Domain Adaptation
— Unverified Dual-Correction Adaptation Network for Noisy Knowledge Transfer Jul 10, 2022 Domain Adaptation Transfer Learning
— Unverified Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition Jul 10, 2022 Activity Recognition Contrastive Learning
Code Code Available Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox Jul 10, 2022 Domain Adaptation Universal Domain Adaptation
— Unverified Domain Alignment Meets Fully Test-Time Adaptation Jul 9, 2022 Domain Adaptation Test-time Adaptation
Code Code Available Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization Jul 8, 2022 Domain Adaptation Image Segmentation
Code Code Available EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2022: Team HNU-FPV Technical Report Jul 7, 2022 Action Recognition Domain Adaptation
— Unverified Cooperative Distribution Alignment via JSD Upper Bound Jul 5, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling Jul 4, 2022 Classification Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training Jul 1, 2022 Domain Adaptation Question Generation
— Unverified Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation Jul 1, 2022 Diversity Domain Adaptation
— Unverified Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification Jun 27, 2022 Disentanglement Domain Adaptation
— Unverified A Multi-stage Framework with Mean Subspace Computation and Recursive Feedback for Online Unsupervised Domain Adaptation Jun 24, 2022 Domain Adaptation Online unsupervised domain adaptation
— Unverified Gradual Domain Adaptation via Normalizing Flows Jun 23, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Measuring the Feasibility of Analogical Transfer using Complexity Jun 23, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Boosting Cross-Domain Speech Recognition with Self-Supervision Jun 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification Jun 15, 2022 Domain Adaptation Self-Supervised Learning
— Unverified Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation Jun 14, 2022 Domain Adaptation Segmentation
— Unverified Slimmable Domain Adaptation Jun 14, 2022 Domain Adaptation Domain Generalization
Code Code Available A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics Jun 12, 2022 Domain Adaptation Instance Segmentation
— Unverified Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Jun 10, 2022 Autonomous Driving Domain Adaptation
Code Code Available ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation Jun 8, 2022 Contrastive Learning Domain Adaptation
— Unverified Searching for Optimal Subword Tokenization in Cross-domain NER Jun 7, 2022 Domain Adaptation NER
Code Code Available ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training Jun 5, 2022 Domain Adaptation Image Segmentation
— Unverified Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021 Jun 3, 2022 Action Recognition Domain Adaptation
— Unverified CAFA: Class-Aware Feature Alignment for Test-Time Adaptation Jun 1, 2022 Domain Adaptation Test-time Adaptation
— Unverified Multi-Domain Adaptation in Neural Machine Translation with Dynamic Sampling Strategies Jun 1, 2022 Domain Adaptation Machine Translation
— Unverified Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection Jun 1, 2022 Domain Adaptation Semantic Segmentation
— Unverified Variational Transfer Learning using Cross-Domain Latent Modulation May 31, 2022 Domain Adaptation Image-to-Image Translation
— Unverified Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models May 31, 2022 Autonomous Driving Domain Adaptation
Code Code Available Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification May 31, 2022 Classification Domain Adaptation
— Unverified Cycle Label-Consistent Networks for Unsupervised Domain Adaptation May 27, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement May 26, 2022 Domain Adaptation image-classification
— Unverified Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification May 26, 2022 Classification Domain Adaptation
Code Code Available 