Burn After Reading: Online Adaptation for Cross-domain Streaming Data Dec 8, 2021 Diversity Domain Adaptation
— Unverified Enhancing Counterfactual Classification via Self-Training Dec 8, 2021 Classification counterfactual
Code Code Available Do Pedestrians Pay Attention? Eye Contact Detection in the Wild Dec 8, 2021 Autonomous Vehicles Contact Detection
Code Code Available Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning Dec 6, 2021 Anomaly Detection Contrastive Learning
Code Code Available Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey Dec 6, 2021 Domain Adaptation Domain Generalization
— Unverified No-Reference Point Cloud Quality Assessment via Domain Adaptation Dec 6, 2021 Domain Adaptation Point Cloud Quality Assessment
Code Code Available Unsupervised Adaptation of Semantic Segmentation Models without Source Data Dec 4, 2021 Domain Adaptation Semantic Segmentation
— Unverified Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Dec 3, 2021 Domain Adaptation Pseudo Label
— Unverified Hierarchical Optimal Transport for Unsupervised Domain Adaptation Dec 3, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available SGM3D: Stereo Guided Monocular 3D Object Detection Dec 3, 2021 3D Object Detection Autonomous Driving
Code Code Available MultiVerS: Improving scientific claim verification with weak supervision and full-document context Dec 2, 2021 Claim Verification Domain Adaptation
Code Code Available Source Free Unsupervised Graph Domain Adaptation Dec 2, 2021 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available EduMT: Developing Machine Translation System for Educational Content in Indian Languages Dec 1, 2021 Data Augmentation Domain Adaptation
— Unverified Adv-4-Adv: Thwarting Changing Adversarial Perturbations via Adversarial Domain Adaptation Dec 1, 2021 Domain Adaptation
— Unverified Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding Dec 1, 2021 Disentanglement Domain Adaptation
— Unverified Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization Dec 1, 2021 Autonomous Driving Domain Adaptation
Code Code Available Clustering Effect of Adversarial Robust Models Dec 1, 2021 Adversarial Robustness Clustering
— Unverified Universal Semi-Supervised Learning Dec 1, 2021 Domain Adaptation
— Unverified An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers Dec 1, 2021 Domain Adaptation Domain Generalization
— Unverified Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? Dec 1, 2021 Domain Adaptation Representation Learning
Code Code Available Learning to Adapt via Latent Domains for Adaptive Semantic Segmentation Dec 1, 2021 Domain Adaptation Meta-Learning
— Unverified Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training Dec 1, 2021 Cloud Detection Domain Adaptation
— Unverified Implicit Task-Driven Probability Discrepancy Measure for Unsupervised Domain Adaptation Dec 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Implicit Semantic Response Alignment for Partial Domain Adaptation Dec 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Bayesian Adaptation for Covariate Shift Dec 1, 2021 Domain Adaptation image-classification
— Unverified The balancing principle for parameter choice in distance-regularized domain adaptation Dec 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-modal Domain Adaptation for Cost-Efficient Visual Reinforcement Learning Dec 1, 2021 Domain Adaptation MuJoCo
Code Code Available Lifelong Domain Adaptation via Consolidated Internal Distribution Dec 1, 2021 Continual Learning Domain Adaptation
— Unverified Adversarial Reweighting for Partial Domain Adaptation Dec 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Confident Anchor-Induced Multi-Source Free Domain Adaptation Dec 1, 2021 Domain Adaptation Pseudo Label
Code Code Available Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience Dec 1, 2021 Domain Adaptation
Code Code Available argmax centroid Dec 1, 2021 Domain Adaptation Few-Shot Image Classification
— Unverified Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning Nov 30, 2021 3D Human Pose Estimation Camera Calibration
Code Code Available Seeking Salient Facial Regions for Cross-Database Micro-Expression Recognition Nov 30, 2021 Domain Adaptation Micro Expression Recognition
Code Code Available Unsupervised Domain Adaptation: A Reality Check Nov 30, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified MAPLE: Microprocessor A Priori for Latency Estimation Nov 30, 2021 CPU Domain Adaptation
— Unverified Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework Nov 30, 2021 Domain Adaptation Domain Generalization
Code Code Available Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object Detection Domain Adaptation
Code Code Available Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding Nov 30, 2021 Domain Adaptation Language Modeling
— Unverified ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Nov 30, 2021 Autonomous Driving Domain Adaptation
Code Code Available TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation Nov 30, 2021 Data Augmentation Domain Adaptation
Code Code Available Domain Adaptation of Networks for Camera Pose Estimation: Learning Camera Pose Estimation Without Pose Labels Nov 29, 2021 Camera Pose Estimation Domain Adaptation
Code Code Available Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations Nov 29, 2021 Contrastive Learning Domain Adaptation
— Unverified DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Nov 29, 2021 Domain Adaptation Image-to-Image Translation
Code Code Available Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation Nov 29, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Self-supervised Autoregressive Domain Adaptation for Time Series Data Nov 29, 2021 Domain Adaptation Self-Supervised Learning
Code Code Available Topic Driven Adaptive Network for Cross-Domain Sentiment Classification Nov 28, 2021 Classification Domain Adaptation
— Unverified Learning to Transfer for Traffic Forecasting via Multi-task Learning Nov 27, 2021 Benchmarking Domain Adaptation
Code Code Available 