Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available 5 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 5 Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors May 28, 2022 Domain Adaptation Knowledge Distillation
Code Code Available 5 A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting Jun 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation Dec 13, 2020 Domain Adaptation Semantic Segmentation
Code Code Available 5 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 5 Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
Code Code Available 5 A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models Feb 27, 2022 Domain Adaptation
Code Code Available 5 Domain Adaptation for Deep Entity Resolution: A Design Space Exploration Jun 1, 2022 Data Integration Domain Adaptation
Code Code Available 5 Domain Adaptation for DoA Estimation in Multipath Channels with Interferences Sep 12, 2024 Domain Adaptation
Code Code Available 5 BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP Jun 12, 2025 Decoder Domain Adaptation
Code Code Available 5 Domain Adaptation for Head Pose Estimation Using Relative Pose Consistency Jan 19, 2023 Domain Adaptation Head Pose Estimation
Code Code Available 5 Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimisation for Multi-modal Cardiac Image Segmentation Mar 15, 2021 Domain Adaptation Image Segmentation
Code Code Available 5 BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
Code Code Available 5 On Transportation of Mini-batches: A Hierarchical Approach Feb 11, 2021 Domain Adaptation
Code Code Available 5 BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Apr 6, 2022 Clustering Domain Adaptation
Code Code Available 5 DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Sep 28, 2020 Domain Adaptation Multi-domain Dialogue State Tracking
Code Code Available 5 Domain Adaptation for Time Series Under Feature and Label Shifts Feb 6, 2023 Domain Adaptation Time Series
Code Code Available 5 Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation Feb 10, 2021 Autonomous Driving Deep Reinforcement Learning
Code Code Available 5 Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning Jun 25, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training Jul 9, 2021 Automatic Sleep Stage Classification Domain Adaptation
Code Code Available 5 Break-It-Fix-It: Unsupervised Learning for Program Repair Jun 11, 2021 C++ code Code Repair
Code Code Available 5 Domain Adaptation under Open Set Label Shift Jul 26, 2022 Domain Adaptation
Code Code Available 5 Domain adaptation under structural causal models Oct 29, 2020 Domain Adaptation
Code Code Available 5 Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection Apr 19, 2023 3D Object Detection Attribute
Code Code Available 5 Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift May 25, 2021 Domain Adaptation Few-Shot Learning
Code Code Available 5 Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference Feb 8, 2024 Domain Adaptation Uncertainty Quantification
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 Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation May 26, 2023 Domain Adaptation Machine Translation
Code Code Available 5 Bridging the Domain Gap for Multi-Agent Perception Oct 16, 2022 3D Object Detection Domain Adaptation
Code Code Available 5 Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation Sep 6, 2021 Domain Adaptation Event-based vision
Code Code Available 5 Domain-Adaptive Few-Shot Learning Mar 19, 2020 Domain Adaptation Few-Shot Learning
Code Code Available 5 Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences Sep 24, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available 5 Domain-adaptive Video Deblurring via Test-time Blurring Jul 12, 2024 Deblurring Domain Adaptation
Code Code Available 5 Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Nov 4, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 5 Domain Attention Consistency for Multi-Source Domain Adaptation Nov 6, 2021 Attribute Domain Adaptation
Code Code Available 5 Domain Conditioned Adaptation Network May 14, 2020 Domain Adaptation
Code Code Available 5 Adversarial-Learned Loss for Domain Adaptation Jan 4, 2020 Domain Adaptation Pseudo Label
Code Code Available 5 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 5 A Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
Code Code Available 5 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 5 Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error Aug 6, 2023 Domain Adaptation Model Selection
Code Code Available 5 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 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 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 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 Domain-Specific Text Generation for Machine Translation Aug 11, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 If your data distribution shifts, use self-learning Apr 27, 2021 Domain Adaptation Robust classification
Code Code Available 5 2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mar 24, 2023 Domain Adaptation object-detection
Code Code Available 5 