AdaptKeyBERT: An Attention-Based approach towards Few-Shot & Zero-Shot Domain Adaptation of KeyBERT Nov 14, 2022 Domain Adaptation Fact Verification
Code Code Available 5 Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available 5 Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency Jun 16, 2022 Domain Adaptation Object Recognition
Code Code Available 5 AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Mar 21, 2021 Abstractive Text Summarization Domain Adaptation
Code Code Available 5 Content-Consistent Matching for Domain Adaptive Semantic Segmentation Aug 1, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 5 UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available 5 Learning Robust Global Representations by Penalizing Local Predictive Power May 29, 2019 Domain Adaptation Domain Generalization
Code Code Available 5 Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object Detection Domain Adaptation
Code Code Available 5 MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation Jul 14, 2022 Decoder Domain Adaptation
Code Code Available 5 Continuously Index Domain Adaptation Jul 1, 2020 Continuously Indexed Domain Adaptation Domain Adaptation
Code Code Available 5 Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Apr 7, 2024 Active Learning Domain Adaptation
Code Code Available 5 A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models Feb 20, 2025 Domain Adaptation
Code Code Available 5 AD-CLIP: Adapting Domains in Prompt Space Using CLIP Aug 10, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Apr 18, 2017 BIG-bench Machine Learning Domain Adaptation
Code Code Available 5 A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available 5 A Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
Code Code Available 5 Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available 5 Contrastive Test-Time Adaptation Apr 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Dec 1, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 Controlling Directions Orthogonal to a Classifier Jan 27, 2022 Domain Adaptation Fairness
Code Code Available 5 COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Dec 6, 2024 Anomaly Detection Autonomous Driving
Code Code Available 5 Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation Oct 4, 2022 Domain Adaptation Multi-target Domain Adaptation
Code Code Available 5 Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization Jul 9, 2021 Classification Domain Adaptation
Code Code Available 5 Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification and Beyond Jun 11, 2020 Clustering Domain Adaptation
Code Code Available 5 Attract, Perturb, and Explore: Learning a Feature Alignment Network for Semi-supervised Domain Adaptation Jul 18, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available 5 D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Feb 14, 2022 Active Learning Domain Adaptation
Code Code Available 5 AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Mar 17, 2019 Domain Adaptation
Code Code Available 5 ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Jul 29, 2021 Domain Adaptation Hallucination
Code Code Available 5 Domain Adaptation of Neural Machine Translation by Lexicon Induction Jun 2, 2019 Domain Adaptation Machine Translation
Code Code Available 5 Audio-Adaptive Activity Recognition Across Video Domains Mar 27, 2022 Activity Recognition Domain Adaptation
Code Code Available 5 AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available 5 Automated Synthetic-to-Real Generalization Jul 14, 2020 Domain Adaptation
Code Code Available 5 A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Adjustment and Alignment for Unbiased Open Set Domain Adaptation Jan 1, 2023 Domain Adaptation Model Optimization
Code Code Available 5 AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation Apr 3, 2023 Action Recognition Domain Adaptation
Code Code Available 5 Cross-Domain and Disentangled Face Manipulation with 3D Guidance Apr 22, 2021 Attribute Domain Adaptation
Code Code Available 5 Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Nov 17, 2019 Diagnostic Domain Adaptation
Code Code Available 5 Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment Feb 23, 2025 Cross-Domain Few-Shot Cross-Domain Few-Shot Object Detection
Code Code Available 5 CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Jun 16, 2022 2D Semantic Segmentation Autonomous Driving
Code Code Available 5 Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jul 25, 2022 Domain Adaptation Pseudo Label
Code Code Available 5 Cross-Domain Structure Preserving Projection for Heterogeneous Domain Adaptation Apr 26, 2020 Domain Adaptation Transfer Learning
Code Code Available 5 Domain Adaptation for Time Series Forecasting via Attention Sharing Feb 13, 2021 Domain Adaptation Time Series
Code Code Available 5 Cross-Lingual Adaptation using Structural Correspondence Learning Aug 4, 2010 Classification Domain Adaptation
Code Code Available 5 Zero-Shot Compositional Policy Learning via Language Grounding Apr 15, 2020 Descriptive Domain Adaptation
Code Code Available 5 Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement Mar 10, 2022 3D Object Detection Diversity
Code Code Available 5 Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available 5 Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example Feb 19, 2020 Domain Adaptation
Code Code Available 5 Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jun 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available 5 Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning Nov 30, 2021 3D Human Pose Estimation Camera Calibration
Code Code Available 5 