Transfer Learning Methods for Domain Adaptation in Technical Logbook Datasets Jun 1, 2022 Domain Adaptation Transfer Learning
— Unverified Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data Jun 1, 2022 De-identification Domain Adaptation
— Unverified Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text Summarization Jun 1, 2022 Abstractive Text Summarization 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 IDANI: Inference-time Domain Adaptation via Neuron-level Interventions Jun 1, 2022 counterfactual Domain Adaptation
Code Code Available CLIP4IDC: CLIP for Image Difference Captioning Jun 1, 2022 Domain Adaptation Image Classification
Code Code Available CAFA: Class-Aware Feature Alignment for Test-Time Adaptation Jun 1, 2022 Domain Adaptation Test-time Adaptation
— Unverified A Unified Multi-Task Semantic Communication System with Domain Adaptation Jun 1, 2022 Domain Adaptation Semantic Communication
— Unverified Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment Jun 1, 2022 Domain Adaptation object-detection
— Unverified Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection Jun 1, 2022 Domain Adaptation Semantic Segmentation
— Unverified Domain Adaptation for Neural Machine Translation Jun 1, 2022 Domain Adaptation Machine Translation
— Unverified Dynamic Adaptation of Neural Machine-Translation Systems Through Translation Exemplars Jun 1, 2022 Domain Adaptation Machine Translation
— Unverified Multi-Domain Adaptation in Neural Machine Translation with Dynamic Sampling Strategies Jun 1, 2022 Domain Adaptation Machine Translation
— Unverified Variational Transfer Learning using Cross-Domain Latent Modulation May 31, 2022 Domain Adaptation Image-to-Image 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 Radar Image Reconstruction from Raw ADC Data using Parametric Variational Autoencoder with Domain Adaptation May 30, 2022 Domain Adaptation Image Reconstruction
— Unverified Connecting adversarial attacks and optimal transport for domain adaptation May 30, 2022 Domain Adaptation
— Unverified Prompt-aligned Gradient for Prompt Tuning May 30, 2022 Domain Adaptation Few-Shot Learning
Code Code Available Few-Shot Adaptation of Pre-Trained Networks for Domain Shift May 30, 2022 Domain Adaptation domain classification
Code Code Available Unbalanced CO-Optimal Transport May 30, 2022 Domain Adaptation
— Unverified 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 Deep face recognition with clustering based domain adaptation May 27, 2022 Clustering Domain Adaptation
— Unverified Improving Road Segmentation in Challenging Domains Using Similar Place Priors May 27, 2022 Domain Adaptation Road Segmentation
— Unverified Cycle Label-Consistent Networks for Unsupervised Domain Adaptation May 27, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning May 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified kNN-Prompt: Nearest Neighbor Zero-Shot Inference May 27, 2022 Domain Adaptation Language Modelling
Code Code Available CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement May 26, 2022 Domain Adaptation image-classification
— Unverified Pick up the PACE: Fast and Simple Domain Adaptation via Ensemble Pseudo-Labeling May 26, 2022 Domain Adaptation
Code Code Available Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification May 26, 2022 Classification Domain Adaptation
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 Domain Adaptation for Object Detection using SE Adaptors and Center Loss May 25, 2022 Domain Adaptation object-detection
Code Code Available Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents May 25, 2022 Abstractive Text Summarization Disentanglement
Code Code Available Semi-supervised Drifted Stream Learning with Short Lookback May 25, 2022 Domain Adaptation Pseudo Label
— Unverified SALAD: Source-free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection May 24, 2022 Active Learning Domain Adaptation
Code Code Available Chunk-based Nearest Neighbor Machine Translation May 24, 2022 Domain Adaptation Language Modeling
Code Code Available Sim-To-Real Transfer of Visual Grounding for Human-Aided Ambiguity Resolution May 24, 2022 Domain Adaptation Visual Grounding
— Unverified On statistic alignment for domain adaptation in structural health monitoring May 24, 2022 Density Estimation Domain Adaptation
Code Code Available Towards Model Generalization for Monocular 3D Object Detection May 23, 2022 3D geometry 3D Object Detection
— 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 Local Byte Fusion for Neural Machine Translation May 23, 2022 Cross-Lingual Transfer Domain Adaptation
Code Code Available Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation May 23, 2022 Active Learning Domain Adaptation
— Unverified KRNet: Towards Efficient Knowledge Replay May 23, 2022 Continual Learning Domain Adaptation
— Unverified Enhanced Prototypical Learning for Unsupervised Domain Adaptation in LiDAR Semantic Segmentation May 23, 2022 Domain Adaptation LIDAR Semantic Segmentation
— Unverified Non-Parametric Domain Adaptation for End-to-End Speech Translation May 23, 2022 Domain Adaptation Translation
Code Code Available Active Source Free Domain Adaptation May 22, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified OTAdapt: Optimal Transport-based Approach For Unsupervised Domain Adaptation May 22, 2022 Domain Adaptation Object Recognition
— Unverified Explainable Supervised Domain Adaptation May 20, 2022 Domain Adaptation
— Unverified MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection May 19, 2022 Domain Adaptation Fake News Detection
— Unverified 