Contrastive Learning for Unsupervised Domain Adaptation of Time Series Jun 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available OneRing: A Simple Method for Source-free Open-partial Domain Adaptation Jun 7, 2022 Domain Adaptation Domain Generalization
Code Code Available SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG Jun 2, 2022 Brain Computer Interface Domain Adaptation
Code Code Available Domain Adaptation for Deep Entity Resolution: A Design Space Exploration Jun 1, 2022 Data Integration Domain Adaptation
Code Code Available CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation Image Classification
Code Code Available Prompt-aligned Gradient for Prompt Tuning May 30, 2022 Domain Adaptation Few-Shot Learning
Code Code Available ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation May 29, 2022 Domain Adaptation Object Recognition
Code Code Available Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors May 28, 2022 Domain Adaptation Knowledge Distillation
Code Code Available kNN-Prompt: Nearest Neighbor Zero-Shot Inference May 27, 2022 Domain Adaptation Language Modelling
Code Code Available Pick up the PACE: Fast and Simple Domain Adaptation via Ensemble Pseudo-Labeling May 26, 2022 Domain Adaptation
Code Code Available Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents May 25, 2022 Abstractive Text Summarization Disentanglement
Code Code Available Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval May 23, 2022 Ad-Hoc Information Retrieval CPU
Code Code Available Non-Parametric Domain Adaptation for End-to-End Speech Translation May 23, 2022 Domain Adaptation Translation
Code Code Available Test-Time Adaptation with Shape Moments for Image Segmentation May 16, 2022 Cardiac Segmentation Domain Adaptation
Code Code Available Unsupervised Structure-Texture Separation Network for Oracle Character Recognition May 13, 2022 Disentanglement Domain Adaptation
Code Code Available Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue May 12, 2022 Dialogue Understanding Domain Adaptation
Code Code Available CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision May 12, 2022 Domain Adaptation Extreme Summarization
Code Code Available Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation May 9, 2022 Clustering Diversity
Code Code Available Multi-level Consistency Learning for Semi-supervised Domain Adaptation May 9, 2022 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available One-Class Knowledge Distillation for Face Presentation Attack Detection May 8, 2022 Domain Adaptation Face Presentation Attack Detection
Code Code Available Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution May 7, 2022 Domain Adaptation Image Super-Resolution
Code Code Available Few-Shot Document-Level Relation Extraction May 4, 2022 Document-level Relation Extraction Domain Adaptation
Code Code Available Creating a Forensic Database of Shoeprints from Online Shoe Tread Photos May 4, 2022 Benchmarking Depth Estimation
Code Code Available MTTrans: Cross-Domain Object Detection with Mean-Teacher Transformer May 3, 2022 Domain Adaptation Object
Code Code Available NHA12D: A New Pavement Crack Dataset and a Comparison Study Of Crack Detection Algorithms May 2, 2022 Domain Adaptation
Code Code Available Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation Apr 25, 2022 Continual Learning Domain Adaptation
Code Code Available ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Apr 25, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available KALA: Knowledge-Augmented Language Model Adaptation Apr 22, 2022 Domain Adaptation General Knowledge
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 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 Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond Apr 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 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 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 Towards Online Domain Adaptive Object Detection Apr 11, 2022 Domain Adaptation Object
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 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 DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation Apr 4, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Apr 4, 2022 Domain Adaptation Foggy Scene Segmentation
Code Code Available An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection Apr 1, 2022 Change Detection Change detection for remote sensing images
Code Code Available Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds Mar 31, 2022 Autonomous Driving Domain Adaptation
Code Code Available Multi-Granularity Alignment Domain Adaptation for Object Detection Mar 31, 2022 Domain Adaptation Object
Code Code Available On the Road to Online Adaptation for Semantic Image Segmentation Mar 30, 2022 Domain Adaptation Image Segmentation
Code Code Available Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection Mar 29, 2022 Domain Adaptation Knowledge Distillation
Code Code Available Target and Task specific Source-Free Domain Adaptive Image Segmentation Mar 29, 2022 Denoising Domain Adaptation
Code Code Available 