S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Apr 2, 2021 3D geometry Depth Estimation
Code Code Available Divergence Optimization for Noisy Universal Domain Adaptation Apr 1, 2021 Domain Adaptation Universal Domain Adaptation
Code Code Available Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Apr 1, 2021 Blended-target Domain Adaptation Domain Adaptation
Code Code Available Prototypical Cross-domain Self-supervised Learning for Few-shot Unsupervised Domain Adaptation Mar 31, 2021 Contrastive Learning Domain Adaptation
Code Code Available Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
Code Code Available From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation Mar 27, 2021 Animal Pose Estimation Domain Adaptation
Code Code Available Dynamic Domain Adaptation for Efficient Inference Mar 26, 2021 Domain Adaptation Domain Generalization
Code Code Available Self-Labeling of Fully Mediating Representations by Graph Alignment Mar 25, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation Mar 25, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles Mar 25, 2021 Domain Adaptation Geometric Matching
Code Code Available MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation Mar 25, 2021 Classification Domain Adaptation
Code Code Available DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation Mar 24, 2021 Decoder Domain Adaptation
Code Code Available PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation Mar 24, 2021 Domain Adaptation Domain Generalization
Code Code Available Generalized Domain Conditioned Adaptation Network Mar 23, 2021 Attribute Domain Adaptation
Code Code Available Transferable Semantic Augmentation for Domain Adaptation Mar 23, 2021 Domain Adaptation
Code Code Available Cluster Contrast for Unsupervised Person Re-Identification Mar 22, 2021 Clustering Domain Adaptation
Code Code Available AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Mar 21, 2021 Abstractive Text Summarization Domain Adaptation
Code Code Available Dynamic Transfer for Multi-Source Domain Adaptation Mar 19, 2021 Domain Adaptation
Code Code Available Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Mar 16, 2021 Decision Making Domain Adaptation
Code Code Available Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation Mar 15, 2021 Cardiac Segmentation Contrastive Learning
Code Code Available The Effect of Domain and Diacritics in Yorùbá-English Neural Machine Translation Mar 15, 2021 Benchmarking Domain Adaptation
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 In the light of feature distributions: moment matching for Neural Style Transfer Mar 12, 2021 Domain Adaptation Style Transfer
Code Code Available Knowledge Graph Question Answering using Graph-Pattern Isomorphism Mar 11, 2021 Domain Adaptation Graph Question Answering
Code Code Available Limitations of Post-Hoc Feature Alignment for Robustness Mar 10, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation Mar 9, 2021 Domain Adaptation Meta-Learning
Code Code Available ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection Mar 9, 2021 3D Object Detection Data Augmentation
Code Code Available Discrepancy-Based Active Learning for Domain Adaptation Mar 5, 2021 Active Learning Domain Adaptation
Code Code Available Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation Mar 5, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Cycle Self-Training for Domain Adaptation Mar 5, 2021 Domain Adaptation Sentiment Analysis
Code Code Available Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Mar 5, 2021 Domain Adaptation
Code Code Available FSDR: Frequency Space Domain Randomization for Domain Generalization Mar 3, 2021 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Vehicle Re-Identification via Self-supervised Metric Learning using Feature Dictionary Mar 3, 2021 Domain Adaptation Metric Learning
Code Code Available Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation Mar 3, 2021 Domain Adaptation Low Resource Neural Machine Translation
Code Code Available Cross-View Regularization for Domain Adaptive Panoptic Segmentation Mar 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework Mar 2, 2021 Age-Invariant Face Recognition Domain Adaptation
Code Code Available DeepMerge II: Building Robust Deep Learning Algorithms for Merging Galaxy Identification Across Domains Mar 2, 2021 Astronomy Domain Adaptation
Code Code Available Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection Feb 27, 2021 Domain Adaptation Object
Code Code Available PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Feb 24, 2021 Domain Adaptation Language Modelling
Code Code Available Domain Adaptation for Time Series Forecasting via Attention Sharing Feb 13, 2021 Domain Adaptation Time Series
Code Code Available Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Feb 12, 2021 Domain Adaptation Model Selection
Code Code Available On Transportation of Mini-batches: A Hierarchical Approach Feb 11, 2021 Domain Adaptation
Code Code Available Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation Feb 10, 2021 Autonomous Driving Deep Reinforcement Learning
Code Code Available Functional optimal transport: map estimation and domain adaptation for functional data Feb 7, 2021 Domain Adaptation Transfer Learning
Code Code Available Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation Feb 2, 2021 Data Augmentation Domain Adaptation
Code Code Available Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Jan 26, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation Jan 18, 2021 3D Semantic Segmentation Autonomous Driving
Code Code Available Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation Jan 7, 2021 Cardiac Segmentation Domain Adaptation
Code Code Available Style Normalization and Restitution for Domain Generalization and Adaptation Jan 3, 2021 Disentanglement Domain Adaptation
Code Code Available Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
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