BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
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 Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
Code Code Available 5 Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available 5 Agnostic Federated Learning Feb 1, 2019 Cloud Computing Domain Adaptation
Code Code Available 5 Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Oct 16, 2020 Active Learning Clustering
Code Code Available 5 Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds Mar 31, 2022 Autonomous Driving Domain Adaptation
Code Code Available 5 BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments Sep 22, 2020 Domain Adaptation Scene Understanding
Code Code Available 5 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 5 Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Dec 2, 2023 Domain Adaptation Image Enhancement
Code Code Available 5 CO-Optimal Transport Feb 10, 2020 Clustering Data Summarization
Code Code Available 5 DenseGNN: universal and scalable deeper graph neural networks for high-performance property prediction in crystals and molecules Jan 5, 2025 Domain Adaptation Property Prediction
Code Code Available 5 Break-It-Fix-It: Unsupervised Learning for Program Repair Jun 11, 2021 C++ code Code Repair
Code Code Available 5 Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation Aug 21, 2022 Domain Adaptation Segmentation
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 Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection Aug 29, 2023 Domain Adaptation object-detection
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 Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
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 Bridging Theory and Algorithm for Domain Adaptation Apr 11, 2019 Domain Adaptation Generalization Bounds
Code Code Available 5 Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available 5 Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector Jun 4, 2025 Domain Adaptation object-detection
Code Code Available 5 A Joint Pixel and Feature Alignment Framework for Cross-dataset Palmprint Recognition May 25, 2020 Data Augmentation Domain Adaptation
Code Code Available 5 A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data Oct 27, 2022 Domain Adaptation EEG
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 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 Adaptive Machine Translation with Large Language Models Jan 30, 2023 Decoder Domain Adaptation
Code Code Available 5 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 5 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 5 CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available 5 Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Dec 5, 2023 Domain Adaptation Fault Diagnosis
Code Code Available 5 Disentangled Representations for Domain-generalized Cardiac Segmentation Aug 26, 2020 Anatomy Cardiac Segmentation
Code Code Available 5 A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Mar 5, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available 5 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning Domain Adaptation
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 DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information Fusion Nov 21, 2020 3D Object Reconstruction 3D Shape Reconstruction
Code Code Available 5 CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 Copy Is All You Need Jul 13, 2023 All Domain Adaptation
Code Code Available 5 Domain Adaptation as a Problem of Inference on Graphical Models Feb 9, 2020 Bayesian Inference Domain Adaptation
Code Code Available 5 Few-Shot Domain Adaptation For End-to-End Communication Aug 2, 2021 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 Domain Adaptation for Image Dehazing May 10, 2020 Domain Adaptation Image Dehazing
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 CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge Sep 23, 2019 Active Learning Domain Adaptation
Code Code Available 5 Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift Apr 7, 2022 Domain Adaptation Time Series
Code Code Available 5 Domain Adaptation for Underwater Image Enhancement via Content and Style Separation Feb 17, 2022 Domain Adaptation Image Enhancement
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 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 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 