A Generalised Deep Meta-Learning Model for Automated Quality Control of Cardiovascular Magnetic Resonance Images Mar 23, 2023 Domain Adaptation Image Quality Assessment
Code Code Available Parameter-Efficient Sparse Retrievers and Rerankers using Adapters Mar 23, 2023 Domain Adaptation Information Retrieval
— Unverified Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective Mar 23, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Keypoint-Guided Optimal Transport Mar 23, 2023 Domain Adaptation Image-to-Image Translation
Code Code Available A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition Mar 23, 2023 Action Recognition Domain Adaptation
Code Code Available DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices Mar 23, 2023 Domain Adaptation regression
Code Code Available Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning Mar 22, 2023 Contrastive Learning Domain Adaptation
— Unverified An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds Mar 21, 2023 3D Single Object Tracking Autonomous Driving
Code Code Available Probabilistic Domain Adaptation for Biomedical Image Segmentation Mar 21, 2023 Domain Adaptation Image Segmentation
Code Code Available Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain Adaptation Mar 20, 2023 Diversity Domain Adaptation
Code Code Available TempT: Temporal consistency for Test-time adaptation Mar 19, 2023 Domain Adaptation Facial Expression Recognition
— Unverified Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation Mar 18, 2023 Action Recognition Domain Adaptation
— Unverified Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond Mar 18, 2023 Domain Adaptation image-classification
— Unverified Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation Mar 18, 2023 Autonomous Driving Domain Adaptation
— Unverified Diffusion-based Target Sampler for Unsupervised Domain Adaptation Mar 17, 2023 Diversity Domain Adaptation
— Unverified Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation Mar 17, 2023 Domain Adaptation Pseudo Label
— Unverified Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction Mar 17, 2023 Depth Estimation Domain Adaptation
Code Code Available Synthetic-to-Real Domain Adaptation for Action Recognition: A Dataset and Baseline Performances Mar 17, 2023 Action Recognition Domain Adaptation
Code Code Available Unsupervised domain adaptation by learning using privileged information Mar 16, 2023 Domain Adaptation image-classification
— Unverified A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Mar 16, 2023 Domain Adaptation image-classification
Code Code Available MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation Mar 16, 2023 Domain Adaptation Semantic Segmentation
— Unverified Unsupervised Domain Adaptation for Cross-Regional Scenes Person Re-identification Mar 15, 2023 Domain Adaptation Domain Adaptive Person Re-Identification
— Unverified Practicality of generalization guarantees for unsupervised domain adaptation with neural networks Mar 15, 2023 Domain Adaptation Generalization Bounds
— Unverified From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation Mar 15, 2023 Dimensionality Reduction Domain Adaptation
Code Code Available Fast Regularized Discrete Optimal Transport with Group-Sparse Regularizers Mar 14, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Koos Classification of Vestibular Schwannoma via Image Translation-Based Unsupervised Cross-Modality Domain Adaptation Mar 14, 2023 Classification Domain Adaptation
— Unverified V2V4Real: A Real-world Large-scale Dataset for Vehicle-to-Vehicle Cooperative Perception Mar 14, 2023 3D Object Detection 3D Object Tracking
Code Code Available Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow Mar 14, 2023 Domain Adaptation Optical Flow Estimation
— Unverified Upcycling Models under Domain and Category Shift Mar 13, 2023 Clustering Domain Adaptation
Code Code Available Weakly Unsupervised Domain Adaptation for Vestibular Schwannoma Segmentation Mar 13, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals Mar 10, 2023 Brain Computer Interface Computational Efficiency
Code Code Available HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations Mar 10, 2023 Action Recognition Domain Adaptation
Code Code Available Self-Paced Learning for Open-Set Domain Adaptation Mar 10, 2023 Domain Adaptation
— Unverified Bi3D: Bi-domain Active Learning for Cross-domain 3D Object Detection Mar 10, 2023 3D Object Detection Active Learning
— Unverified Generative Model Based Noise Robust Training for Unsupervised Domain Adaptation Mar 10, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Effective Pseudo-Labeling based on Heatmap for Unsupervised Domain Adaptation in Cell Detection Mar 9, 2023 Cell Detection Domain Adaptation
Code Code Available Active Learning Based Domain Adaptation for Tissue Segmentation of Histopathological Images Mar 9, 2023 Active Learning Diagnostic
— Unverified Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation Mar 9, 2023 Contrastive Learning Domain Adaptation
Code Code Available Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images Mar 8, 2023 Domain Adaptation
Code Code Available You Only Crash Once: Improved Object Detection for Real-Time, Sim-to-Real Hazardous Terrain Detection and Classification for Autonomous Planetary Landings Mar 8, 2023 Autonomous Driving Deep Learning
— Unverified Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment Mar 8, 2023 Domain Adaptation Transfer Learning
Code Code Available A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization Mar 7, 2023 Domain Adaptation Form
— Unverified Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mar 7, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Traffic Scene Parsing through the TSP6K Dataset Mar 6, 2023 Autonomous Driving Decoder
Code Code Available IDA: Informed Domain Adaptive Semantic Segmentation Mar 5, 2023 Data Augmentation Domain Adaptation
— Unverified Visualizing Transferred Knowledge: An Interpretive Model of Unsupervised Domain Adaptation Mar 4, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain adaptation using optimal transport for invariant learning using histopathology datasets Mar 3, 2023 Domain Adaptation
Code Code Available Diagnosing Model Performance Under Distribution Shift Mar 3, 2023 Attribute Domain Adaptation
Code Code Available Exploiting Language Relatedness in Machine Translation Through Domain Adaptation Techniques Mar 3, 2023 Domain Adaptation Language Modelling
— Unverified 