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 Content-Consistent Matching for Domain Adaptive Semantic Segmentation Aug 1, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 5 Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
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 Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation Jul 17, 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 Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis Aug 6, 2024 Data Augmentation Domain Adaptation
Code Code Available 5 A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Aug 17, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 5 Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Sep 14, 2023 Domain Adaptation Text Summarization
Code Code Available 5 Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Aug 31, 2021 Domain Adaptation Question Answering
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 Contrastive Vicinal Space for Unsupervised Domain Adaptation Nov 26, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Controlling Directions Orthogonal to a Classifier Jan 27, 2022 Domain Adaptation Fairness
Code Code Available 5 Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition Oct 11, 2022 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available 5 A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Dec 24, 2018 Autonomous Driving 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 Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object Detection Domain Adaptation
Code Code Available 5 CO-Optimal Transport Feb 10, 2020 Clustering Data Summarization
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 Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Jun 17, 2024 Diversity Domain Adaptation
Code Code Available 5 Audio-Adaptive Activity Recognition Across Video Domains Mar 27, 2022 Activity Recognition 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 Effective Sample Size, Dimensionality, and Generalization in Covariate Shift Adaptation Oct 2, 2020 Dimensionality Reduction 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 Cross-Domain and Disentangled Face Manipulation with 3D Guidance Apr 22, 2021 Attribute 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 Domain Adaptation with Auxiliary Target Domain-Oriented Classifier Jul 8, 2020 Domain Adaptation Transfer Learning
Code Code Available 5 Automated Synthetic-to-Real Generalization Jul 14, 2020 Domain Adaptation
Code Code Available 5 Cross-Domain Label-Adaptive Stance Detection Apr 15, 2021 Domain Adaptation Mixture-of-Experts
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 Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available 5 CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available 5 Zero-Shot Compositional Policy Learning via Language Grounding Apr 15, 2020 Descriptive Domain Adaptation
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 BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change May 25, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Mar 16, 2021 Decision Making 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 AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation Jan 6, 2025 Domain Adaptation Image Segmentation
Code Code Available 5 Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example Feb 19, 2020 Domain Adaptation
Code Code Available 5 BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning May 12, 2018 Autonomous Driving Diversity
Code Code Available 5 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 