Source-Free Domain Adaptation via Distribution Estimation Apr 24, 2022 Domain Adaptation Privacy Preserving
Code Code Available Can domain adaptation make object recognition work for everyone? Apr 23, 2022 Domain Adaptation Object
— Unverified ADA-VAD: Unpaired Adversarial Domain Adaptation for Noise-Robust Voice Activity Detection Apr 22, 2022 Action Detection Activity Detection
— Unverified KALA: Knowledge-Augmented Language Model Adaptation Apr 22, 2022 Domain Adaptation General Knowledge
Code Code Available Detecting early signs of depression in the conversational domain: The role of transfer learning in low-resource scenarios Apr 22, 2022 Domain Adaptation Transfer Learning
Code Code Available Contrastive Test-Time Adaptation Apr 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available Deep transfer operator learning for partial differential equations under conditional shift Apr 20, 2022 Domain Adaptation Operator learning
Code Code Available DAME: Domain Adaptation for Matching Entities Apr 20, 2022 Domain Adaptation Zero-Shot Learning
Code Code Available DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation Apr 20, 2022 Domain Adaptation Machine Translation
— Unverified Unsupervised Domain Adaptation for Cardiac Segmentation: Towards Structure Mutual Information Maximization Apr 20, 2022 Cardiac Segmentation Domain Adaptation
Code Code Available SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Apr 19, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models Apr 19, 2022 Data Augmentation Domain Adaptation
— Unverified Benchmarking Domain Generalization on EEG-based Emotion Recognition Apr 18, 2022 Benchmarking Domain Adaptation
— Unverified Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Apr 18, 2022 Contrastive Learning Domain Adaptation
— Unverified Unsupervised domain adaptation and super resolution on drone images for autonomous dry herbage biomass estimation Apr 18, 2022 Deep Learning Domain Adaptation
Code Code Available Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Apr 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning Compositional Representations for Effective Low-Shot Generalization Apr 17, 2022 Attribute Domain Adaptation
— Unverified Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection Apr 17, 2022 Disentanglement Domain Adaptation
— Unverified Nested Named Entity Recognition as Holistic Structure Parsing Apr 17, 2022 Domain Adaptation named-entity-recognition
— Unverified Safe Self-Refinement for Transformer-based Domain Adaptation Apr 16, 2022 Domain Adaptation Transfer Learning
Code Code Available Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
Code Code Available Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction Apr 15, 2022 Domain Adaptation
— Unverified Ensemble diverse hypotheses and knowledge distillation for unsupervised cross-subject adaptation Apr 15, 2022 Activity Recognition Domain Adaptation
Code Code Available Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing Apr 14, 2022 compressed sensing Compressive Sensing
Code Code Available Using Machine Learning for Particle Identification in ALICE Apr 14, 2022 BIG-bench Machine Learning Domain Adaptation
— Unverified Activation Regression for Continuous Domain Generalization with Applications to Crop Classification Apr 14, 2022 Crop Classification Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Implicit Pseudo Supervision for Semantic Segmentation Apr 14, 2022 Domain Adaptation Semantic Segmentation
— Unverified Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Apr 13, 2022 Domain Adaptation Video Classification
— Unverified Efficient Cluster-Based k-Nearest-Neighbor Machine Translation Apr 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available AutoFi: Towards Automatic WiFi Human Sensing via Geometric Self-Supervised Learning Apr 12, 2022 Activity Recognition Domain Adaptation
Code Code Available On the Equity of Nuclear Norm Maximization in Unsupervised Domain Adaptation Apr 12, 2022 Domain Adaptation image-classification
— Unverified XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Apr 12, 2022 Cross-Lingual Transfer Dialogue State Tracking
Code Code Available Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification Apr 12, 2022 Domain Adaptation Hate Speech Detection
Code Code Available Towards Online Domain Adaptive Object Detection Apr 11, 2022 Domain Adaptation Object
Code Code Available Few-Shot Object Detection in Unseen Domains Apr 11, 2022 Domain Adaptation Domain Generalization
— Unverified Segmenting across places: The need for fair transfer learning with satellite imagery Apr 9, 2022 Domain Adaptation Fairness
— Unverified Federated Unsupervised Domain Adaptation for Face Recognition Apr 9, 2022 Clustering Domain Adaptation
— Unverified Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization Apr 9, 2022 Domain Adaptation
Code Code Available Self-Supervised Graph Neural Network for Multi-Source Domain Adaptation Apr 8, 2022 Domain Adaptation Graph Neural Network
Code Code Available Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation Apr 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Jacobian Norm for Unsupervised Source-Free Domain Adaptation Apr 7, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift Apr 7, 2022 Domain Adaptation Time Series
Code Code Available BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Apr 6, 2022 Clustering Domain Adaptation
Code Code Available Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations Apr 6, 2022 Contrastive Learning Domain Adaptation
— Unverified Domain-Agnostic Prior for Transfer Semantic Segmentation Apr 6, 2022 Domain Adaptation Representation Learning
— Unverified Self-Supervised Multi-Category Counting Networks for Automatic Check-Out Apr 5, 2022 Domain Adaptation
Code Code Available Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Apr 5, 2022 Domain Adaptation Road Segmentation
— Unverified Leveraging Disentangled Representations to Improve Vision-Based Keystroke Inference Attacks Under Low Data Apr 5, 2022 Data Augmentation Domain Adaptation
Code Code Available DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation Apr 4, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available DAD: Data-free Adversarial Defense at Test Time Apr 4, 2022 Adversarial Defense Domain Adaptation
— Unverified 