S3VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds Jan 1, 2021 Domain Adaptation Point Cloud Classification
Code Code Available Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-Modal Domain Adaptation for Reinforcement Learning Jan 1, 2021 Domain Adaptation MuJoCo
Code Code Available Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation Dec 27, 2020 Data Augmentation Domain Adaptation
Code Code Available 1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification Dec 25, 2020 Domain Adaptation Pseudo Label
Code Code Available Learning Disentangled Semantic Representation for Domain Adaptation Dec 22, 2020 Domain Adaptation
Code Code Available SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation Dec 21, 2020 Domain Adaptation Pseudo Label
Code Code Available Finding Sparse Structures for Domain Specific Neural Machine Translation Dec 19, 2020 Domain Adaptation Machine Translation
Code Code Available Joint Generative and Contrastive Learning for Unsupervised Person Re-identification Dec 16, 2020 Contrastive Learning Data Augmentation
Code Code Available Towards Recognizing New Semantic Concepts in New Visual Domains Dec 16, 2020 Domain Adaptation Domain Generalization
Code Code Available Unsupervised Domain Adaptation from Synthetic to Real Images for Anchorless Object Detection Dec 15, 2020 Domain Adaptation Object
Code Code Available CODE: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking Dec 14, 2020 Active Learning Contrastive Learning
Code Code Available Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Dec 14, 2020 Classification Domain Adaptation
Code Code Available Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation Dec 13, 2020 Domain Adaptation Semantic Segmentation
Code Code Available A Registration-aided Domain Adaptation Network for 3D Point Cloud Based Place Recognition Dec 9, 2020 3D Place Recognition Autonomous Driving
Code Code Available Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery Dec 8, 2020 Classification Domain Adaptation
Code Code Available UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identification Dec 8, 2020 Domain Adaptation Image Generation
Code Code Available CrossNER: Evaluating Cross-Domain Named Entity Recognition Dec 8, 2020 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Dec 8, 2020 Clustering Constrained Clustering
Code Code Available Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available Learning to Adapt to Evolving Domains Dec 1, 2020 Domain Adaptation Meta-Learning
Code Code Available Heuristic Domain Adaptation Nov 30, 2020 Domain Adaptation Heuristic Search
Code Code Available SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments Nov 27, 2020 Autonomous Vehicles Domain Adaptation
Code Code Available Enhancing Diversity in Teacher-Student Networks via Asymmetric branches for Unsupervised Person Re-identification Nov 27, 2020 Diversity Domain Adaptation
Code Code Available Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Nov 25, 2020 Clustering Domain Adaptation
Code Code Available DomainMix: Learning Generalizable Person Re-Identification Without Human Annotations Nov 24, 2020 Domain Adaptation Generalizable Person Re-identification
Code Code Available Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model Nov 23, 2020 Domain Adaptation Language Modeling
Code Code Available DmifNet:3D Shape Reconstruction Based on Dynamic Multi-Branch Information Fusion Nov 21, 2020 3D Object Reconstruction 3D Shape Reconstruction
Code Code Available KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation Nov 19, 2020 Domain Adaptation Knowledge Distillation
Code Code Available FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation Nov 18, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Nov 17, 2020 Domain Adaptation Segmentation
Code Code Available Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and Detection Nov 14, 2020 Diversity Domain Adaptation
Code Code Available SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Nov 9, 2020 Autonomous Driving Depth Estimation
Code Code Available Learning Causal Semantic Representation for Out-of-Distribution Prediction Nov 3, 2020 Domain Adaptation Prediction
Code Code Available CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Nov 3, 2020 Domain Adaptation Few-Shot Learning
Code Code Available Policy Transfer via Kinematic Domain Randomization and Adaptation Nov 3, 2020 Bayesian Optimization Domain Adaptation
Code Code Available Data-to-Text Generation with Iterative Text Editing Nov 3, 2020 Data-to-Text Generation Domain Adaptation
Code Code Available Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble Nov 1, 2020 Domain Adaptation Ensemble Learning
Code Code Available Domain-Adaptive Object Detection via Uncertainty-Aware Distribution Alignment Oct 31, 2020 Domain Adaptation Object
Code Code Available Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation Oct 31, 2020 Domain Adaptation Semantic Segmentation
Code Code Available CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Oct 30, 2020 Domain Adaptation Question Answering
Code Code Available Domain adaptation under structural causal models Oct 29, 2020 Domain Adaptation
Code Code Available Dataset Dynamics via Gradient Flows in Probability Space Oct 24, 2020 BIG-bench Machine Learning Domain Adaptation
Code Code Available Casting a BAIT for Offline and Online Source-free Domain Adaptation Oct 23, 2020 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Knowledge Distillation for BERT Unsupervised Domain Adaptation Oct 22, 2020 Domain Adaptation General Classification
Code Code Available Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation Oct 20, 2020 COVID-19 Diagnosis Domain Adaptation
Code Code Available SF-UDA^3D: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection Oct 16, 2020 3D Object Detection Domain Adaptation
Code Code Available 