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 Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective Mar 23, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 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 Improved Benthic Classification using Resolution Scaling and SymmNet Unsupervised Domain Adaptation Mar 20, 2023 Diversity Domain Adaptation
Code Code Available Augmenting and Aligning Snippets for Few-Shot Video Domain Adaptation Mar 18, 2023 Action Recognition Domain Adaptation
— Unverified Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation Mar 18, 2023 Autonomous Driving Domain Adaptation
— Unverified Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond Mar 18, 2023 Domain Adaptation image-classification
— Unverified Diffusion-based Target Sampler for Unsupervised Domain Adaptation Mar 17, 2023 Diversity Domain Adaptation
— Unverified Unsupervised domain adaptation by learning using privileged information Mar 16, 2023 Domain Adaptation image-classification
— Unverified 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 Fast Regularized Discrete Optimal Transport with Group-Sparse Regularizers Mar 14, 2023 Domain Adaptation Unsupervised Domain Adaptation
— 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 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 Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation Mar 9, 2023 Contrastive Learning Domain Adaptation
Code Code Available Effective Pseudo-Labeling based on Heatmap for Unsupervised Domain Adaptation in Cell Detection Mar 9, 2023 Cell Detection 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 Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mar 7, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Visualizing Transferred Knowledge: An Interpretive Model of Unsupervised Domain Adaptation Mar 4, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers Mar 1, 2023 Domain Adaptation Information Retrieval
Code Code Available Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment Feb 26, 2023 Computed Tomography (CT) CT Reconstruction
Code Code Available Unsupervised Domain Adaptation via Distilled Discriminative Clustering Feb 23, 2023 Clustering Domain Adaptation
Code Code Available MADI: Inter-domain Matching and Intra-domain Discrimination for Cross-domain Speech Recognition Feb 22, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Domain Adaptation for MRI Volume Segmentation and Classification Using Image-to-Image Translation Feb 16, 2023 Domain Adaptation Image-to-Image Translation
— Unverified Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Feb 14, 2023 Domain Adaptation Pseudo Label
Code Code Available Semantic Image Segmentation: Two Decades of Research Feb 13, 2023 Domain Adaptation Domain Generalization
— Unverified AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation Feb 12, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Feb 10, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified UDApter -- Efficient Domain Adaptation Using Adapters Feb 7, 2023 Domain Adaptation Language Modeling
Code Code Available Domain Adaptation for Time Series Under Feature and Label Shifts Feb 6, 2023 Domain Adaptation Time Series
Code Code Available Domain Adaptation via Rebalanced Sub-domain Alignment Feb 3, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain Adaptation Feb 3, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Multi-scale Feature Alignment for Continual Learning of Unlabeled Domains Feb 2, 2023 Continual Learning Domain Adaptation
— Unverified Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Jan 31, 2023 Clustering Contrastive Learning
Code Code Available DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Jan 30, 2023 Classification Disentanglement
— Unverified Unsupervised Domain Adaptation on Person Re-Identification via Dual-level Asymmetric Mutual Learning Jan 29, 2023 Domain Adaptation Person Re-Identification
— Unverified Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2022 Jan 29, 2023 Action Recognition Domain Adaptation
— Unverified Preserving Fairness in AI under Domain Shift Jan 29, 2023 Domain Adaptation Fairness
— Unverified Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data Jan 29, 2023 Denoising Domain Adaptation
— Unverified Adversarial Learning Networks: Source-free Unsupervised Domain Incremental Learning Jan 28, 2023 Continual Learning Disease Prediction
— Unverified Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification Jan 25, 2023 Domain Adaptation image-classification
Code Code Available Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking Jan 25, 2023 Domain Adaptation Multi-Object Tracking
Code Code Available High-level semantic feature matters few-shot unsupervised domain adaptation Jan 5, 2023 Domain Adaptation Few-Shot Learning
— Unverified 