MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies Apr 9, 2024 Domain Adaptation
Code Code Available 5 Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese Sep 8, 2023 Domain Adaptation Hallucination
Code Code Available 5 PyTorch Adapt Nov 28, 2022 Domain Adaptation
Code Code Available 5 A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Mar 27, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sep 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation Jul 9, 2024 Benchmarking Domain Adaptation
Code Code Available 5 FDA: Fourier Domain Adaptation for Semantic Segmentation Apr 11, 2020 Domain Adaptation Segmentation
Code Code Available 5 Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering Sep 3, 2023 Data Augmentation Domain Adaptation
Code Code Available 5 Language Models are Few-Shot Learners May 28, 2020 answerability prediction Articles
Code Code Available 5 PyGDA: A Python Library for Graph Domain Adaptation Mar 13, 2025 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available 5 Parametric Retrieval Augmented Generation Jan 27, 2025 Domain Adaptation RAG
Code Code Available 5 Unified Source-Free Domain Adaptation Mar 12, 2024 Domain Adaptation Language Modelling
Code Code Available 5 Efficient and Generalizable Speaker Diarization via Structured Pruning of Self-Supervised Models Jun 23, 2025 Domain Adaptation GPU
Code Code Available 5 Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models Jan 30, 2025 Action Recognition Domain Adaptation
Code Code Available 5 Proxy Denoising for Source-Free Domain Adaptation Jun 3, 2024 Denoising Domain Adaptation
Code Code Available 5 Towards Building Multilingual Language Model for Medicine Feb 21, 2024 Domain Adaptation Language Modeling
Code Code Available 5 Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Sep 7, 2022 Domain Adaptation Image Generation
Code Code Available 5 Open-Set Domain Adaptation for Semantic Segmentation May 30, 2024 Domain Adaptation Semantic Segmentation
Code Code Available 5 Multi-Representation Adaptation Network for Cross-domain Image Classification Jan 4, 2022 Classification Domain Adaptation
Code Code Available 5 Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing May 25, 2024 Domain Adaptation Fault Detection
Code Code Available 5 MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Dec 2, 2022 Domain Adaptation image-classification
Code Code Available 5 Implicit Neural Representation in Medical Imaging: A Comparative Survey Jul 30, 2023 Domain Adaptation Image Reconstruction
Code Code Available 5 HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Apr 27, 2022 Domain Adaptation GPU
Code Code Available 5 HyperGAN-CLIP: A Unified Framework for Domain Adaptation, Image Synthesis and Manipulation Nov 19, 2024 Domain Adaptation Image Generation
Code Code Available 5 LeapVAD: A Leap in Autonomous Driving via Cognitive Perception and Dual-Process Thinking Jan 14, 2025 Autonomous Driving Decision Making
Code Code Available 5 Medical Image Segmentation with Domain Adaptation: A Survey Nov 3, 2023 Domain Adaptation Image Segmentation
Code Code Available 5 Mind the Domain Gap: a Systematic Analysis on Bioacoustic Sound Event Detection Mar 27, 2024 Data Augmentation Domain Adaptation
Code Code Available 5 PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds Jul 30, 2022 3D Object Detection 3D Unsupervised Domain Adaptation
Code Code Available 5 Foundational Large Language Models for Materials Research Dec 12, 2024 Domain Adaptation Model Selection
Code Code Available 5 OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies May 8, 2024 Domain Adaptation Scene Understanding
Code Code Available 5 EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation Jun 26, 2024 Action Anticipation Action Recognition
Code Code Available 5 Generative Adversarial Network in Medical Imaging: A Review Sep 19, 2018 Data Augmentation Domain Adaptation
Code Code Available 5 Domain Adaptation with a Single Vision-Language Embedding Oct 28, 2024 Domain Adaptation One-shot Unsupervised Domain Adaptation
Code Code Available 5 DATR: Unsupervised Domain Adaptive Detection Transformer with Dataset-Level Adaptation and Prototypical Alignment May 20, 2024 Contrastive Learning Domain Adaptation
Code Code Available 5 Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Sep 21, 2022 Data Augmentation Domain Adaptation
Code Code Available 5 Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Continual Test-Time Domain Adaptation Mar 25, 2022 Domain Adaptation Test-time Adaptation
Code Code Available 5 Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Apr 13, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 ConvLoRA and AdaBN based Domain Adaptation via Self-Training Feb 7, 2024 Domain Adaptation Multi-target Domain Adaptation
Code Code Available 5 Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data Apr 30, 2022 Domain Adaptation Semantic Communication
Code Code Available 5 CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Apr 19, 2025 Computational Efficiency Domain Adaptation
Code Code Available 5 Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Jun 26, 2024 Contrastive Learning Deblurring
Code Code Available 5 Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Apr 8, 2025 Domain Adaptation Domain Generalization
Code Code Available 5 Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Aug 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 CodeS: Towards Building Open-source Language Models for Text-to-SQL Feb 26, 2024 Data Augmentation Diagnostic
Code Code Available 5 CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation Oct 30, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 Anomaly Detection with Conditioned Denoising Diffusion Models May 25, 2023 Anomaly Detection Denoising
Code Code Available 5 HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs Nov 16, 2023 Domain Adaptation Language Modeling
Code Code Available 5 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 5 Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis Apr 12, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available 5 