Adaptive-Attentive Geolocalization from few queries: a hybrid approach Oct 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning Aug 3, 2020 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Mar 16, 2021 Decision Making Domain Adaptation
Code Code Available Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Jul 6, 2023 Benchmarking Domain Adaptation
Code Code Available Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Apr 7, 2024 Active Learning Domain Adaptation
Code Code Available A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Apr 18, 2017 BIG-bench Machine Learning Domain Adaptation
Code Code Available A Broad Study of Pre-training for Domain Generalization and Adaptation Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available Beyond Model Adaptation at Test Time: A Survey Nov 6, 2024 Domain Adaptation Domain Generalization
Code Code Available A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Dec 24, 2018 Autonomous Driving Domain Adaptation
Code Code Available Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis May 16, 2023 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 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 BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
Code Code Available AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Mar 17, 2019 Domain Adaptation
Code Code Available Domain Adaptation of Neural Machine Translation by Lexicon Induction Jun 2, 2019 Domain Adaptation Machine Translation
Code Code Available AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
Code Code Available Break-It-Fix-It: Unsupervised Learning for Program Repair Jun 11, 2021 C++ code Code Repair
Code Code Available Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available Bridging Theory and Algorithm for Domain Adaptation Apr 11, 2019 Domain Adaptation Generalization Bounds
Code Code Available CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Oct 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Dec 5, 2023 Domain Adaptation Fault Diagnosis
Code Code Available Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation Jan 21, 2019 Diabetic Retinopathy Detection Domain Adaptation
Code Code Available 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 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available A Closer Look at Smoothness in Domain Adversarial Training Jun 16, 2022 Domain Adaptation Object Detection
Code Code Available CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation Jan 1, 2023 Domain Adaptation Semantic Segmentation
Code Code Available BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning May 12, 2018 Autonomous Driving Diversity
Code Code Available Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement Mar 10, 2022 3D Object Detection Diversity
Code Code Available Zero-Shot Compositional Policy Learning via Language Grounding Apr 15, 2020 Descriptive Domain Adaptation
Code Code Available 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 AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation Apr 3, 2023 Action Recognition Domain Adaptation
Code Code Available A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Mar 5, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available Automated Synthetic-to-Real Generalization Jul 14, 2020 Domain Adaptation
Code Code Available BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change May 25, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 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 BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP Jun 12, 2025 Decoder Domain Adaptation
Code Code Available CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding May 23, 2021 document understanding Domain Adaptation
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 A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Aug 17, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 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 Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available A Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
Code Code Available 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 A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting Jun 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge Jun 1, 2020 Active Learning Domain Adaptation
Code Code Available A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models Feb 27, 2022 Domain Adaptation
Code Code Available Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available Adapting Vision-Language Foundation Model for Next Generation Medical Ultrasound Image Analysis Jun 10, 2025 Domain Adaptation Large Language Model
Code Code Available A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning May 2, 2025 Crop Yield Prediction Domain Adaptation
Code Code Available 