Unsupervised Adversarial Domain Adaptation For Barrett's Segmentation Dec 9, 2020 Domain Adaptation Segmentation
— Unverified In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Dec 8, 2020 Domain Adaptation Time Series
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 Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation Dec 7, 2020 Domain Adaptation Q-Learning
— Unverified Batch Group Normalization Dec 4, 2020 Domain Adaptation Few-Shot Learning
— Unverified Stochastic Adversarial Gradient Embedding for Active Domain Adaptation Dec 3, 2020 Active Learning Diversity
— Unverified Domain Adaptation on Semantic Segmentation for Aerial Images Dec 3, 2020 Domain Adaptation Image Segmentation
— Unverified Unsupervised Approach for Zero-Shot Experiments: Bhojpuri–Hindi and Magahi–Hindi@LoResMT 2020 Dec 1, 2020 Domain Adaptation Machine Translation
— Unverified Syntactically Aware Cross-Domain Aspect and Opinion Terms Extraction Dec 1, 2020 Domain Adaptation Sentiment Analysis
— Unverified Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Dec 1, 2020 Data Augmentation Domain Adaptation
Code Code Available Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification Dec 1, 2020 Domain Generalization Meta-Learning
Code Code Available Learning to Adapt to Evolving Domains Dec 1, 2020 Domain Adaptation Meta-Learning
Code Code Available Meta Batch-Instance Normalization for Generalizable Person Re-Identification Nov 30, 2020 Data Augmentation Domain Generalization
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 for Speech Recognition via Uncertainty Driven Self-Training Nov 26, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Multi-Domain Adversarial Feature Generalization for Person Re-Identification Nov 25, 2020 Domain Adaptation Domain Generalization
— Unverified Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation Nov 25, 2020 Domain Adaptation Emotion Classification
— Unverified 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 Unsupervised domain adaptation based COVID-19 CT infection segmentation network Nov 23, 2020 Computed Tomography (CT) Domain Adaptation
— Unverified KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation Nov 19, 2020 Domain Adaptation Knowledge Distillation
Code Code Available Master Thesis: Neural Sign Language Translation by Learning Tokenization Nov 18, 2020 Domain Adaptation Machine Translation
— Unverified Robustified Domain Adaptation Nov 18, 2020 Adversarial Robustness Domain Adaptation
— Unverified 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 Bi-Dimensional Feature Alignment for Cross-Domain Object Detection Nov 14, 2020 Object Object Detection
— Unverified Interventional Domain Adaptation Nov 7, 2020 counterfactual Domain Adaptation
— Unverified Universal Multi-Source Domain Adaptation Nov 5, 2020 Domain Adaptation Universal Domain Adaptation
— Unverified Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling Nov 1, 2020 Cross-Lingual Document Classification Document Classification
— Unverified Domain-Adaptive Object Detection via Uncertainty-Aware Distribution Alignment Oct 31, 2020 Domain Adaptation Object
Code Code Available Unsupervised Domain Adaptation for Visual Navigation Oct 27, 2020 Domain Adaptation Translation
— Unverified On Embodied Visual Navigation in Real Environments Through Habitat Oct 26, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions Oct 23, 2020 Decision Making Domain Adaptation
— Unverified 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 Continual Unsupervised Domain Adaptation for Semantic Segmentation Oct 19, 2020 Autonomous Driving Continual Learning
Code Code Available Unsupervised Domain Adaptation for Spatio-Temporal Action Localization Oct 19, 2020 Action Localization Domain Adaptation
— Unverified Teacher-Student Competition for Unsupervised Domain Adaptation Oct 19, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 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 Self-Supervised Domain Adaptation with Consistency Training Oct 15, 2020 Domain Adaptation image-classification
Code Code Available Adaptive-Attentive Geolocalization from few queries: a hybrid approach Oct 14, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unveiling Class-Labeling Structure for Universal Domain Adaptation Oct 10, 2020 Domain Adaptation Universal Domain Adaptation
— Unverified Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oct 9, 2020 Domain Adaptation Domain Generalization
Code Code Available Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation Oct 9, 2020 Domain Adaptation regression
— Unverified Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach Oct 8, 2020 Density Ratio Estimation Domain Adaptation
— Unverified Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Oct 7, 2020 Domain Adaptation Generalization Bounds
— Unverified A Brief Review of Domain Adaptation Oct 7, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified 