Improving Transferability for Domain Adaptive Detection Transformers Apr 29, 2022 Decoder Object Detection
Code Code Available ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Apr 25, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation Apr 25, 2022 Continual Learning Domain Adaptation
Code Code Available Contrastive Test-Time Adaptation Apr 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization Apr 20, 2022 Cardiac Segmentation Domain Adaptation
Code Code Available Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Apr 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
Code Code Available Safe Self-Refinement for Transformer-based Domain Adaptation Apr 16, 2022 Domain Adaptation Transfer Learning
Code Code Available Towards Online Domain Adaptive Object Detection Apr 11, 2022 Domain Adaptation Object
Code Code Available Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation Apr 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cloning Outfits from Real-World Images to 3D Characters for Generalizable Person Re-Identification Apr 6, 2022 Generalizable Person Re-identification Person Re-Identification
Code Code Available FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Apr 4, 2022 Domain Adaptation Foggy Scene Segmentation
Code Code Available DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation Apr 4, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available On the Road to Online Adaptation for Semantic Image Segmentation Mar 30, 2022 Domain Adaptation Image Segmentation
Code Code Available Target and Task specific Source-Free Domain Adaptive Image Segmentation Mar 29, 2022 Denoising Domain Adaptation
Code Code Available Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection Mar 29, 2022 Domain Adaptation Knowledge Distillation
Code Code Available MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Mar 23, 2022 Domain Adaptation Image Segmentation
Code Code Available Unsupervised Domain Adaptation for Nighttime Aerial Tracking Mar 20, 2022 Domain Adaptation Object Discovery
Code Code Available ESS: Learning Event-based Semantic Segmentation from Still Images Mar 18, 2022 Domain Adaptation Event-based Object Segmentation
Code Code Available Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Mar 15, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Unsupervised Lifelong Person Re-identification via Contrastive Rehearsal Mar 12, 2022 Domain Adaptation Person Re-Identification
Code Code Available Dynamic Instance Domain Adaptation Mar 9, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition Mar 9, 2022 Action Recognition Domain Adaptation
Code Code Available Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap Mar 8, 2022 Benchmarking Domain Adaptation
Code Code Available Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available 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 