RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing Feb 17, 2022 Domain Adaptation Speech Enhancement
Code Code Available Sim-to-Real Domain Adaptation for Lane Detection and Classification in Autonomous Driving Feb 15, 2022 Autonomous Driving Classification
Code Code Available Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation Jan 28, 2022 Domain Adaptation Image Segmentation
Code Code Available ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation Jan 27, 2022 Domain Adaptation Image-to-Image Translation
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 Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Jan 6, 2022 Disentanglement Domain Adaptation
Code Code Available To miss-attend is to misalign! Residual Self-Attentive Feature Alignment for Adapting Object Detectors Jan 5, 2022 Autonomous Navigation Diversity
Code Code Available Domain Adaptation on Point Clouds via Geometry-Aware Implicits Dec 17, 2021 Autonomous Driving Domain Adaptation
Code Code Available Mimic Embedding via Adaptive Aggregation: Learning Generalizable Person Re-identification Dec 16, 2021 Generalizable Person Re-identification Mixture-of-Experts
Code Code Available GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Dec 14, 2021 Domain Adaptation Retrieval
Code Code Available 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 Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning Dec 6, 2021 Anomaly Detection Contrastive Learning
Code Code Available Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? Dec 1, 2021 Domain Adaptation Representation Learning
Code Code Available The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization Dec 1, 2021 Autonomous Driving Domain Adaptation
Code Code Available Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object Detection Domain Adaptation
Code Code Available DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Nov 29, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Self-supervised Autoregressive Domain Adaptation for Time Series Data Nov 29, 2021 Domain Adaptation Self-Supervised Learning
Code Code Available Contrastive Vicinal Space for Unsupervised Domain Adaptation Nov 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Nov 24, 2021 Domain Adaptation Organ Segmentation
Code Code Available Self-Supervised Pre-Training for Transformer-Based Person Re-Identification Nov 23, 2021 Domain Adaptation Person Re-Identification
Code Code Available Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport Nov 11, 2021 Domain Adaptation Speech Enhancement
Code Code Available Probabilistic Contrastive Learning for Domain Adaptation Nov 11, 2021 Contrastive Learning Domain Adaptation
Code Code Available 