Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers Jun 24, 2020 continuous-control Continuous Control
Code Code Available Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation Nov 15, 2024 Domain Adaptation Imitation Learning
Code Code Available Unsupervised Domain Adaptation with Residual Transfer Networks Feb 14, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Evaluating Fast Adaptability of Neural Networks for Brain-Computer Interface Apr 14, 2024 Brain Computer Interface Domain Adaptation
Code Code Available A separability-based approach to quantifying generalization: which layer is best? May 2, 2024 Domain Adaptation Domain Generalization
Code Code Available Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation Jun 6, 2023 Domain Adaptation Image Segmentation
Code Code Available TouchUp-G: Improving Feature Representation through Graph-Centric Finetuning Sep 25, 2023 Domain Adaptation Graph Learning
Code Code Available RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation Aug 22, 2022 Data Augmentation Domain Adaptation
Code Code Available 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track Jan 12, 2023 Data Augmentation Domain Adaptation
Code Code Available Velocidapter: Task-oriented Dialogue Comprehension Modeling Pairing Synthetic Text Generation with Domain Adaptation Jul 1, 2021 Dialogue Generation Domain Adaptation
Code Code Available Weakly Supervised Test-Time Domain Adaptation for Object Detection Jul 8, 2024 Domain Adaptation Object
Code Code Available A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines Aug 8, 2018 Data Augmentation Deep Learning
Code Code Available Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment May 7, 2024 Blind Image Quality Assessment Domain Adaptation
Code Code Available EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer Jul 31, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available On Embodied Visual Navigation in Real Environments Through Habitat Oct 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation Jun 1, 2019 Domain Adaptation Model Selection
Code Code Available Estimating Conditional Average Treatment Effects with Missing Treatment Information Mar 2, 2022 Domain Adaptation
Code Code Available CRAVES: Controlling Robotic Arm with a Vision-based Economic System Dec 3, 2018 3D Pose Estimation Domain Adaptation
Code Code Available CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection Jun 21, 2021 Benchmarking Domain Adaptation
Code Code Available Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification Nov 26, 2018 Clustering Domain Adaptation
Code Code Available Unconstrained Facial Action Unit Detection via Latent Feature Domain Mar 25, 2019 Action Unit Detection Domain Adaptation
Code Code Available One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks May 31, 2018 Domain Adaptation Lesion Segmentation
Code Code Available One-shot skill assessment in high-stakes domains with limited data via meta learning Dec 16, 2022 Domain Adaptation Meta-Learning
Code Code Available CUDA: Contradistinguisher for Unsupervised Domain Adaptation Sep 8, 2019 Domain Adaptation domain classification
Code Code Available Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud Jul 18, 2023 CPU Decision Making
Code Code Available Addressing Domain Shift via Imbalance-Aware Domain Adaptation in Embryo Development Assessment Jan 9, 2025 Domain Adaptation
Code Code Available One-shot Generative Domain Adaptation in 3D GANs Oct 11, 2024 Domain Adaptation Image Generation
Code Code Available Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts Jun 1, 2021 Domain Adaptation
Code Code Available Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment Aug 19, 2020 Domain Adaptation General Classification
Code Code Available Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets Mar 29, 2022 Causal Inference Domain Adaptation
Code Code Available Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions Jul 1, 2020 Domain Adaptation Transfer Learning
Code Code Available On f-Divergence Principled Domain Adaptation: An Improved Framework Feb 2, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available A Self-explaining Neural Architecture for Generalizable Concept Learning May 1, 2024 Concept Alignment Contrastive Learning
Code Code Available AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Nov 16, 2022 Domain Adaptation Transfer Learning
Code Code Available Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Apr 3, 2023 Contrastive Learning Domain Adaptation
Code Code Available Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition May 31, 2021 Domain Adaptation named-entity-recognition
Code Code Available SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency Sep 18, 2024 Domain Adaptation Domain Generalization
Code Code Available On Learning Invariant Representation for Domain Adaptation Jan 27, 2019 Domain Adaptation Representation Learning
Code Code Available Cross-view Semantic Segmentation for Sensing Surroundings Jun 9, 2019 Domain Adaptation Semantic Segmentation
Code Code Available CrossTrainer: Practical Domain Adaptation with Loss Reweighting May 7, 2019 Domain Adaptation
Code Code Available Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations Jan 2, 2024 Domain Adaptation Image Segmentation
Code Code Available Towards Backwards-Compatible Data with Confounded Domain Adaptation Mar 23, 2022 Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Cross-sensor Pore Detection in High-resolution Fingerprint Images Aug 28, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation Apr 15, 2022 Activity Recognition Domain Adaptation
Code Code Available Enhancing Semi-supervised Domain Adaptation via Effective Target Labeling Mar 24, 2024 Active Learning Domain Adaptation
Code Code Available Cross-Region Building Counting in Satellite Imagery using Counting Consistency Oct 26, 2021 Domain Adaptation Management
Code Code Available Unsupervised Domain Adaptive Detection with Network Stability Analysis Aug 16, 2023 Domain Adaptation
Code Code Available Online Prototype Alignment for Few-shot Policy Transfer Jun 12, 2023 Domain Adaptation Reinforcement Learning (RL)
Code Code Available Cross-Modality Brain Tumor Segmentation via Bidirectional Global-to-Local Unsupervised Domain Adaptation May 17, 2021 Brain Tumor Segmentation Domain Adaptation
Code Code Available Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization Jul 8, 2022 Domain Adaptation Image Segmentation
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