Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification? Nov 17, 2019 Data Summarization Domain Adaptation
Code Code Available Domain Adaptation for Time Series Forecasting via Attention Sharing Feb 13, 2021 Domain Adaptation Time Series
Code Code Available Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
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 Agnostic Federated Learning Feb 1, 2019 Cloud Computing Domain Adaptation
Code Code Available Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available Cross-Modal Domain Adaptation for Reinforcement Learning Jan 1, 2021 Domain Adaptation MuJoCo
Code Code Available Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning Dec 1, 2021 Domain Adaptation MuJoCo
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 Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network Aug 26, 2020 Domain Adaptation
Code Code Available DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning Jun 17, 2022 2D Semantic Segmentation Depth Estimation
Code Code Available Cross-View Regularization for Domain Adaptive Panoptic Segmentation Mar 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Apr 1, 2021 Blended-target Domain Adaptation Domain Adaptation
Code Code Available Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Jan 5, 2019 Domain Adaptation Scene Understanding
Code Code Available Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Mar 3, 2022 Domain Adaptation Image Segmentation
Code Code Available BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Segmentation Jan 6, 2025 Domain Adaptation Image Segmentation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available DACS: Domain Adaptation via Cross-domain Mixed Sampling Jul 17, 2020 Domain Adaptation Semantic Segmentation
Code Code Available DaDiff: Domain-aware Diffusion Model for Nighttime UAV Tracking Oct 16, 2024 Domain Adaptation
Code Code Available Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Apr 22, 2021 Autonomous Driving Domain Adaptation
Code Code Available A Joint Pixel and Feature Alignment Framework for Cross-dataset Palmprint Recognition May 25, 2020 Data Augmentation Domain Adaptation
Code Code Available A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data Oct 27, 2022 Domain Adaptation EEG
Code Code Available On Transportation of Mini-batches: A Hierarchical Approach Feb 11, 2021 Domain Adaptation
Code Code Available Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images Apr 20, 2020 Clustering Diagnostic
Code Code Available Adaptive Machine Translation with Large Language Models Jan 30, 2023 Decoder Domain Adaptation
Code Code Available A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition Mar 23, 2023 Action Recognition Domain Adaptation
Code Code Available DA-Mamba: Domain Adaptive Hybrid Mamba-Transformer Based One-Stage Object Detection Feb 16, 2025 Domain Adaptation Knowledge Distillation
Code Code Available Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Jan 6, 2022 Disentanglement Domain Adaptation
Code Code Available Decoupled Adaptation for Cross-Domain Object Detection Oct 6, 2021 Domain Adaptation Object
Code Code Available Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Dec 2, 2023 Domain Adaptation Image Enhancement
Code Code Available Bridging the Domain Gap for Multi-Agent Perception Oct 16, 2022 3D Object Detection Domain Adaptation
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 Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels Oct 11, 2019 Bayesian Inference Domain Adaptation
Code Code Available Deeply Coupled Cross-Modal Prompt Learning May 29, 2023 Domain Adaptation Few-Shot Learning
Code Code Available 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 Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available Deep transfer operator learning for partial differential equations under conditional shift Apr 20, 2022 Domain Adaptation Operator learning
Code Code Available A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Mar 16, 2023 Domain Adaptation image-classification
Code Code Available Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Demystifying Domain-adaptive Post-training for Financial LLMs Jan 9, 2025 Continual Pretraining 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 A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge Sep 23, 2019 Active Learning Domain Adaptation
Code Code Available Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection Apr 19, 2023 3D Object Detection Attribute
Code Code Available Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations Jun 19, 2023 Domain Adaptation Retinal Vessel Segmentation
Code Code Available Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection Aug 29, 2023 Domain Adaptation object-detection
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 Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
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