Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training Jul 1, 2022 Domain Adaptation Question Generation
— Unverified Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction Jul 1, 2022 Data Augmentation Domain Adaptation
Code Code Available Rethinking Unsupervised Domain Adaptation for Semantic Segmentation Jun 30, 2022 Domain Adaptation Semantic Segmentation
Code Code Available MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation Jun 29, 2022 Domain Adaptation Prognosis
Code Code Available Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification Jun 27, 2022 Disentanglement Domain Adaptation
— Unverified A Multi-stage Framework with Mean Subspace Computation and Recursive Feedback for Online Unsupervised Domain Adaptation Jun 24, 2022 Domain Adaptation Online unsupervised domain adaptation
— Unverified Measuring the Feasibility of Analogical Transfer using Complexity Jun 23, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Gradual Domain Adaptation via Normalizing Flows Jun 23, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Boosting Cross-Domain Speech Recognition with Self-Supervision Jun 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Occupancy-MAE: Self-supervised Pre-training Large-scale LiDAR Point Clouds with Masked Occupancy Autoencoders Jun 20, 2022 3D Object Detection 3D Semantic Segmentation
Code Code Available 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning Jun 17, 2022 2D Semantic Segmentation Depth Estimation
Code Code Available CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Jun 16, 2022 2D Semantic Segmentation Autonomous Driving
Code Code Available A Simple Baseline for Adversarial Domain Adaptation-based Unsupervised Flood Forecasting Jun 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification Jun 15, 2022 Domain Adaptation Self-Supervised Learning
— Unverified Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation Jun 14, 2022 Domain Adaptation Segmentation
— Unverified Slimmable Domain Adaptation Jun 14, 2022 Domain Adaptation Domain Generalization
Code Code Available Confidence Score for Source-Free Unsupervised Domain Adaptation Jun 14, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Contrastive Learning for Unsupervised Domain Adaptation of Time Series Jun 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics Jun 12, 2022 Domain Adaptation Instance Segmentation
— Unverified Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Jun 10, 2022 Autonomous Driving Domain Adaptation
Code Code Available ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation Jun 8, 2022 Contrastive Learning Domain Adaptation
— Unverified Searching for Optimal Subword Tokenization in Cross-domain NER Jun 7, 2022 Domain Adaptation NER
Code Code Available ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training Jun 5, 2022 Domain Adaptation Image Segmentation
— Unverified Team VI-I2R Technical Report on EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2021 Jun 3, 2022 Action Recognition Domain Adaptation
— Unverified SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG Jun 2, 2022 Brain Computer Interface Domain Adaptation
Code Code Available Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection Jun 1, 2022 Domain Adaptation Semantic Segmentation
— Unverified CAFA: Class-Aware Feature Alignment for Test-Time Adaptation Jun 1, 2022 Domain Adaptation Test-time Adaptation
— Unverified Multi-Domain Adaptation in Neural Machine Translation with Dynamic Sampling Strategies Jun 1, 2022 Domain Adaptation Machine Translation
— Unverified Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models May 31, 2022 Autonomous Driving Domain Adaptation
Code Code Available Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification May 31, 2022 Classification Domain Adaptation
— Unverified Variational Transfer Learning using Cross-Domain Latent Modulation May 31, 2022 Domain Adaptation Image-to-Image Translation
— Unverified ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation May 29, 2022 Domain Adaptation Object Recognition
Code Code Available Cycle Label-Consistent Networks for Unsupervised Domain Adaptation May 27, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement May 26, 2022 Domain Adaptation image-classification
— Unverified Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification May 26, 2022 Classification Domain Adaptation
Code Code Available Domain Adaptation for Object Detection using SE Adaptors and Center Loss May 25, 2022 Domain Adaptation object-detection
Code Code Available An Investigation on Applying Acoustic Feature Conversion to ASR of Adult and Child Speech May 25, 2022 Attribute Automatic Speech Recognition
— Unverified Towards Model Generalization for Monocular 3D Object Detection May 23, 2022 3D geometry 3D Object Detection
— Unverified Enhanced Prototypical Learning for Unsupervised Domain Adaptation in LiDAR Semantic Segmentation May 23, 2022 Domain Adaptation LIDAR Semantic Segmentation
— Unverified 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 OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation May 22, 2022 Domain Adaptation Object Recognition
— Unverified Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification May 19, 2022 Unsupervised Domain Adaptation Unsupervised Domain Adaptationn
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 On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis for Parametric Models May 10, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Online Unsupervised Domain Adaptation for Person Re-identification May 9, 2022 Domain Adaptation Online unsupervised domain adaptation
— Unverified Cross-lingual Adaptation for Recipe Retrieval with Mixup May 8, 2022 Domain Adaptation Retrieval
— Unverified Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance May 7, 2022 Domain Adaptation Time Series
— Unverified Dual Adversarial Adaptation for Cross-Device Real-World Image Super-Resolution May 7, 2022 Domain Adaptation Image Super-Resolution
Code Code Available 