Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation Jun 16, 2021 Domain Adaptation Machine Translation
Code Code Available Self-training Guided Adversarial Domain Adaptation For Thermal Imagery Jun 14, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available KL Guided Domain Adaptation Jun 14, 2021 Domain Adaptation
Code Code Available Break-It-Fix-It: Unsupervised Learning for Program Repair Jun 11, 2021 C++ code Code Repair
Code Code Available AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation Jun 8, 2021 Clustering Domain Adaptation
Code Code Available Source-Free Open Compound Domain Adaptation in Semantic Segmentation Jun 7, 2021 Domain Adaptation Domain Generalization
Code Code Available Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection Jun 7, 2021 Domain Adaptation Meta-Learning
Code Code Available RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jun 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jun 5, 2021 Contrastive Learning Domain Adaptation
Code Code Available Multiscale Domain Adaptive YOLO for Cross-Domain Object Detection Jun 2, 2021 Autonomous Driving Domain Adaptation
Code Code Available Knowledge Inheritance for Pre-trained Language Models May 28, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Transformer-Based Source-Free Domain Adaptation May 28, 2021 Domain Adaptation Knowledge Distillation
Code Code Available DSLR: Dynamic to Static LiDAR Scan Reconstruction Using Adversarially Trained Autoencoder May 26, 2021 Autonomous Navigation Autonomous Vehicles
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 Neural Machine Translation with Monolingual Translation Memory May 24, 2021 Domain Adaptation Machine Translation
Code Code Available Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation May 23, 2021 Domain Adaptation Segmentation
Code Code Available CiteWorth: Cite-Worthiness Detection for Improved Scientific Document Understanding May 23, 2021 document understanding Domain Adaptation
Code Code Available GOO: A Dataset for Gaze Object Prediction in Retail Environments May 22, 2021 Domain Adaptation Gaze Estimation
Code Code Available PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training May 17, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation May 17, 2021 Depth Estimation Domain Adaptation
Code Code Available MOST: Multi-Source Domain Adaptation via Optimal Transport for Student-Teacher Learning May 13, 2021 Domain Adaptation Imitation Learning
Code Code Available Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Apr 30, 2021 Data Augmentation Domain Adaptation
Code Code Available Sign Segmentation with Changepoint-Modulated Pseudo-Labelling Apr 28, 2021 Domain Adaptation Segmentation
Code Code Available Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Apr 28, 2021 Depth Estimation Depth Prediction
Code Code Available Unsupervised Multi-Source Domain Adaptation for Person Re-Identification Apr 27, 2021 Domain Adaptation Person Re-Identification
Code Code Available Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Apr 27, 2021 Contrastive Learning Domain Adaptation
Code Code Available NTIRE 2021 Depth Guided Image Relighting Challenge Apr 27, 2021 Data Augmentation Domain Adaptation
Code Code Available Graphical Modeling for Multi-Source Domain Adaptation Apr 27, 2021 Domain Adaptation
Code Code Available If your data distribution shifts, use self-learning Apr 27, 2021 Domain Adaptation Robust classification
Code Code Available T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition Apr 23, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Hazy Re-ID: An Interference Suppression Model For Domain Adaptation Person Re-identification Under Inclement Weather Condition Apr 22, 2021 Domain Adaptation Person Re-Identification
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 Cross-Domain and Disentangled Face Manipulation with 3D Guidance Apr 22, 2021 Attribute Domain Adaptation
Code Code Available Visualizing Adapted Knowledge in Domain Transfer Apr 20, 2021 Domain Adaptation Explainable artificial intelligence
Code Code Available Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation Apr 19, 2021 Clustering Domain Adaptation
Code Code Available ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation Apr 19, 2021 Data Augmentation Domain Adaptation
Code Code Available Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media Apr 16, 2021 Document Classification Domain Adaptation
Code Code Available Cross-Domain Label-Adaptive Stance Detection Apr 15, 2021 Domain Adaptation Mixture-of-Experts
Code Code Available TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning Apr 14, 2021 Denoising Domain Adaptation
Code Code Available Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration Apr 14, 2021 Anatomy Diagnostic
Code Code Available Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Apr 13, 2021 Domain Adaptation Incremental Learning
Code Code Available Zero-Shot Learning on 3D Point Cloud Objects and Beyond Apr 11, 2021 3D Point Cloud Classification Classification
Code Code Available On Universal Black-Box Domain Adaptation Apr 10, 2021 Domain Adaptation Universal Domain Adaptation
Code Code Available OVANet: One-vs-All Network for Universal Domain Adaptation Apr 7, 2021 All Domain Adaptation
Code Code Available Learning from Self-Discrepancy via Multiple Co-teaching for Cross-Domain Person Re-Identification Apr 6, 2021 Clustering Domain Adaptation
Code Code Available Unsupervised Multi-source Domain Adaptation Without Access to Source Data Apr 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available DINE: Domain Adaptation from Single and Multiple Black-box Predictors Apr 4, 2021 Domain Adaptation Transductive Learning
Code Code Available Instance Level Affinity-Based Transfer for Unsupervised Domain Adaptation Apr 3, 2021 Clustering Domain Adaptation
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