Domain Generalizable Person Search Using Unreal Dataset Mar 31, 2024 Domain Adaptation Domain Generalization
— Unverified Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency Mar 28, 2024 All Domain Adaptation
— Unverified Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation Mar 27, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available UADA3D: Unsupervised Adversarial Domain Adaptation for 3D Object Detection with Sparse LiDAR and Large Domain Gaps Mar 26, 2024 3D Object Detection Autonomous Driving
Code Code Available CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Mar 26, 2024 Domain Adaptation Semantic Segmentation
Code Code Available HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation Mar 25, 2024 Domain Adaptation Image Reconstruction
— Unverified Adversarially Masked Video Consistency for Unsupervised Domain Adaptation Mar 24, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation Mar 22, 2024 Domain Adaptation Pseudo Label
Code Code Available Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation Mar 19, 2024 Domain Adaptation ERP
— Unverified PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation Mar 19, 2024 BEV Segmentation Domain Adaptation
— Unverified Confusing Pair Correction Based on Category Prototype for Domain Adaptation under Noisy Environments Mar 19, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Instance-Warp: Saliency Guided Image Warping for Unsupervised Domain Adaptation Mar 19, 2024 Domain Adaptation Object
Code Code Available Align and Distill: Unifying and Improving Domain Adaptive Object Detection Mar 18, 2024 Benchmarking object-detection
Code Code Available Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation Mar 17, 2024 Contrastive Learning Domain Adaptation
Code Code Available SF(DA)^2: Source-free Domain Adaptation Through the Lens of Data Augmentation Mar 16, 2024 Data Augmentation Disentanglement
Code Code Available Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Mar 15, 2024 3D Semantic Segmentation Autonomous Driving
Code Code Available Representing Domain-Mixing Optical Degradation for Real-World Computational Aberration Correction via Vector Quantization Mar 15, 2024 Domain Adaptation Quantization
Code Code Available A Fourier Transform Framework for Domain Adaptation Mar 12, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified A Bayesian Approach to OOD Robustness in Image Classification Mar 12, 2024 image-classification Image Classification
Code Code Available Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation Mar 11, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Mar 6, 2024 Data Augmentation Domain Adaptation
Code Code Available CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection Mar 6, 2024 3D Object Detection Domain Adaptation
— Unverified DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation Mar 5, 2024 Domain Adaptation Pseudo Label
— Unverified Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Mar 5, 2024 Domain Adaptation Transfer Learning
— Unverified Selection, Ensemble, and Adaptation: Advancing Multi-Source-Free Domain Adaptation via Architecture Zoo Mar 3, 2024 Domain Adaptation Model Selection
— Unverified Learning Generalized Segmentation for Foggy-scenes by Bi-directional Wavelet Guidance Feb 28, 2024 Autonomous Driving Domain Adaptation
Code Code Available Key Design Choices in Source-Free Unsupervised Domain Adaptation: An In-depth Empirical Analysis Feb 25, 2024 Domain Adaptation image-classification
— Unverified Source-Guided Similarity Preservation for Online Person Re-Identification Feb 23, 2024 Domain Adaptation Online unsupervised domain adaptation
Code Code Available Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning Feb 23, 2024 Contrastive Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation within Deep Foundation Latent Spaces Feb 22, 2024 Decision Making Domain Adaptation
— Unverified Overcoming Saturation in Density Ratio Estimation by Iterated Regularization Feb 21, 2024 Density Ratio Estimation Domain Adaptation
Code Code Available Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model Feb 20, 2024 Domain Adaptation Pseudo Label
— Unverified DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation Feb 16, 2024 Adversarial Robustness Domain Adaptation
— Unverified Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain–Computer Interfaces Feb 15, 2024 Classification Contrastive Learning
— Unverified Domain Adaptation Using Pseudo Labels Feb 9, 2024 Domain Adaptation Pseudo Label
— Unverified ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Feb 9, 2024 Domain Adaptation Semantic Segmentation
— Unverified Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation Feb 9, 2024 Domain Adaptation Knowledge Distillation
Code Code Available Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation Feb 7, 2024 Domain Adaptation Source-Free Domain Adaptation
— Unverified Progressive unsupervised domain adaptation for ASR using ensemble models and multi-stage training Feb 7, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 0-1 laws for pattern occurrences in phylogenetic trees and networks Feb 7, 2024 10-shot image generation
— Unverified Energy-based Domain-Adaptive Segmentation with Depth Guidance Feb 6, 2024 Depth Estimation Domain Adaptation
— Unverified EMN: Brain-inspired Elastic Memory Network for Quick Domain Adaptive Feature Mapping Feb 4, 2024 Domain Adaptation Memorization
— Unverified On f-Divergence Principled Domain Adaptation: An Improved Framework Feb 2, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge Feb 2, 2024 Domain Adaptation Speech Enhancement
Code Code Available Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Feb 2, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline Feb 1, 2024 Benchmarking Domain Adaptation
Code Code Available Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Jan 31, 2024 Continual Learning Domain Adaptation
Code Code Available How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Jan 31, 2024 Classification Domain Adaptation
— Unverified A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptation Jan 29, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG Jan 24, 2024 Domain Adaptation EEG
— Unverified 