Domain Adaptive Hand Keypoint and Pixel Localization in the Wild Mar 16, 2022 Domain Adaptation Knowledge Distillation
— Unverified Synthetic Question Value Estimation for Domain Adaptation of Question Answering Mar 16, 2022 Domain Adaptation Question Answering
Code Code Available Adversarial Support Alignment Mar 16, 2022 Domain Adaptation
— Unverified ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mar 15, 2022 Benchmarking Domain Adaptation
Code Code Available Toward Improving Attentive Neural Networks in Legal Text Processing Mar 15, 2022 Domain Adaptation
— Unverified Representation Learning for Resource-Constrained Keyphrase Generation Mar 15, 2022 Denoising Domain Adaptation
Code Code Available Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Mar 15, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Training Generative Adversarial Networks for Optical Property Mapping using Synthetic Image Data Mar 15, 2022 Domain Adaptation Generative Adversarial Network
— Unverified CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection Mar 14, 2022 Data Valuation Domain Adaptation
— Unverified Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation Mar 14, 2022 Contrastive Learning Domain Adaptation
— Unverified Towards Semantic Search for Community Question Answering for Mortgage Officers Mar 14, 2022 Community Question Answering Domain Adaptation
— Unverified ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Mar 14, 2022 Attribute Domain Adaptation
Code Code Available Interpretable Dysarthric Speaker Adaptation based on Optimal-Transport Mar 14, 2022 Domain Adaptation speech-recognition
— Unverified From Big to Small: Adaptive Learning to Partial-Set Domains Mar 14, 2022 Domain Adaptation Partial Domain Adaptation
— Unverified CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection Mar 14, 2022 All Domain Adaptation
— Unverified Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound Mar 13, 2022 Data Augmentation Domain Adaptation
— Unverified MDT-Net: Multi-domain Transfer by Perceptual Supervision for Unpaired Images in OCT Scan Mar 12, 2022 Anatomy Data Augmentation
— Unverified Unsupervised Lifelong Person Re-identification via Contrastive Rehearsal Mar 12, 2022 Domain Adaptation Person Re-Identification
Code Code Available Learning Distinctive Margin toward Active Domain Adaptation Mar 11, 2022 Active Learning Domain Adaptation
Code Code Available GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains Mar 10, 2022 Domain Adaptation Self-Supervised Learning
Code Code Available Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement Mar 10, 2022 3D Object Detection Diversity
Code Code Available Non-generative Generalized Zero-shot Learning via Task-correlated Disentanglement and Controllable Samples Synthesis Mar 10, 2022 Disentanglement Domain Adaptation
— Unverified Connecting sufficient conditions for domain adaptation: source-guided uncertainty, relaxed divergences and discrepancy localization Mar 9, 2022 Domain Adaptation
— Unverified Dynamic Instance Domain Adaptation Mar 9, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Unsupervised Domain Adaptation across FMCW Radar Configurations Using Margin Disparity Discrepancy Mar 9, 2022 BIG-bench Machine Learning Domain Adaptation
— Unverified Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition Mar 9, 2022 Action Recognition Domain Adaptation
Code Code Available Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap Mar 8, 2022 Benchmarking Domain Adaptation
Code Code Available Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration Mar 8, 2022 Domain Adaptation Vision-Language Navigation
Code Code Available Plug-and-play Shape Refinement Framework for Multi-site and Lifespan Brain Skull Stripping Mar 8, 2022 Domain Adaptation Skull Stripping
— Unverified Robust Local Preserving and Global Aligning Network for Adversarial Domain Adaptation Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adaptor: Objective-Centric Adaptation Framework for Language Models Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Shift-Robust Node Classification via Graph Adversarial Clustering Mar 7, 2022 Classification Clustering
— Unverified Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation Mar 7, 2022 Contrastive Learning Domain Adaptation
— Unverified Student Becomes Decathlon Master in Retinal Vessel Segmentation via Dual-teacher Multi-target Domain Adaptation Mar 7, 2022 Domain Adaptation Domain Generalization
Code Code Available An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions Mar 7, 2022 2D Object Detection Autonomous Driving
— Unverified Domain Adaptation of Automated Treatment Planning from Computed Tomography to Magnetic Resonance Mar 7, 2022 Computed Tomography (CT) Domain Adaptation
— Unverified Semantic Segmentation in Art Paintings Mar 7, 2022 Domain Adaptation Segmentation
Code Code Available Maximizing Conditional Independence for Unsupervised Domain Adaptation Mar 7, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Open Set Domain Adaptation By Novel Class Discovery Mar 7, 2022 Domain Adaptation Novel Class Discovery
— Unverified Domain Adaptation with Factorizable Joint Shift Mar 6, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Cloud-Edge Training Architecture for Sim-to-Real Deep Reinforcement Learning Mar 4, 2022 Deep Reinforcement Learning Domain Adaptation
— Unverified Zero-shot Transfer Learning within a Heterogeneous Graph via Knowledge Transfer Networks Mar 3, 2022 Domain Adaptation Graph Learning
Code Code Available FewSense, Towards a Scalable and Cross-Domain Wi-Fi Sensing System Using Few-Shot Learning Mar 3, 2022 Domain Adaptation Few-Shot Learning
— Unverified Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation Mar 3, 2022 Domain Adaptation Image Segmentation
Code Code Available Weakly Supervised Object Localization as Domain Adaption Mar 3, 2022 Classification Domain Adaptation
Code Code Available An Intelligent Gearbox Fault Diagnosis under Different Operating Conditions using Adversarial Domain Adaptation Mar 2, 2022 Diagnostic Domain Adaptation
— Unverified Synthetic to Real Framework based on Convolutional Multi-Head Attention and Hybrid Domain Alignment Mar 2, 2022 Domain Adaptation Fault Diagnosis
— Unverified Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available Estimating Conditional Average Treatment Effects with Missing Treatment Information Mar 2, 2022 Domain Adaptation
Code Code Available Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Mar 2, 2022 Autonomous Driving Domain Adaptation
Code Code Available 