TADA: Efficient Task-Agnostic Domain Adaptation for Transformers May 22, 2023 Domain Adaptation
Code Code Available Continually Improving Extractive QA via Human Feedback May 21, 2023 Domain Adaptation Extractive Question-Answering
Code Code Available DADIN: Domain Adversarial Deep Interest Network for Cross Domain Recommender Systems May 20, 2023 Click-Through Rate Prediction Domain Adaptation
— Unverified Computing high-dimensional optimal transport by flow neural networks May 19, 2023 Density Ratio Estimation Domain Adaptation
Code Code Available Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data May 19, 2023 Crop Classification Data Augmentation
— Unverified Few-shot 3D Shape Generation May 19, 2023 3D Shape Generation Diversity
— Unverified Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object Pose May 18, 2023 6D Pose Estimation Domain Adaptation
Code Code Available NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification May 18, 2023 Domain Adaptation Machine Translation
Code Code Available SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation May 18, 2023 Domain Adaptation Image Segmentation
— Unverified Integrating Multiple Sources Knowledge for Class Asymmetry Domain Adaptation Segmentation of Remote Sensing Images May 17, 2023 Domain Adaptation Pseudo Label
— Unverified Supervised Domain Adaptation for Recognizing Retinal Diseases from Wide-Field Fundus Images May 14, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Surface EMG-Based Inter-Session/Inter-Subject Gesture Recognition by Leveraging Lightweight All-ConvNet and Transfer Learning May 13, 2023 All Domain Adaptation
— Unverified Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation May 13, 2023 Domain Adaptation Knowledge Distillation
— Unverified Learning representations that are closed-form Monge mapping optimal with application to domain adaptation May 12, 2023 Domain Adaptation Form
Code Code Available When Giant Language Brains Just Aren't Enough! Domain Pizzazz with Knowledge Sparkle Dust May 12, 2023 Domain Adaptation Question Answering
— Unverified Color Deconvolution applied to Domain Adaptation in HER2 histopathological images May 12, 2023 Color Normalization Domain Adaptation
— Unverified Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation May 11, 2023 Cardiac Segmentation Domain Adaptation
— Unverified Exploring Zero and Few-shot Techniques for Intent Classification May 11, 2023 Classification Data Augmentation
— Unverified Active Semantic Localization with Graph Neural Embedding May 10, 2023 CPU Domain Adaptation
— Unverified Best-Effort Adaptation May 10, 2023 Domain Adaptation
— Unverified Inclusive FinTech Lending via Contrastive Learning and Domain Adaptation May 10, 2023 Contrastive Learning Decision Making
— Unverified Fashion CUT: Unsupervised domain adaptation for visual pattern classification in clothes using synthetic data and pseudo-labels May 9, 2023 Domain Adaptation image-classification
— Unverified Unsupervised Domain Adaptation for Medical Image Segmentation via Feature-space Density Matching May 9, 2023 Density Estimation Domain Adaptation
— Unverified Generalized Universal Domain Adaptation with Generative Flow Networks May 8, 2023 Domain Adaptation Universal Domain Adaptation
— Unverified Target-driven One-Shot Unsupervised Domain Adaptation May 8, 2023 Domain Adaptation One-shot Unsupervised Domain Adaptation
— Unverified SynthMix: Mixing up Aligned Synthesis for Medical Cross-Modality Domain Adaptation May 7, 2023 Domain Adaptation Philosophy
— Unverified Model-Contrastive Federated Domain Adaptation May 7, 2023 Contrastive Learning Domain Adaptation
— Unverified Mask The Bias: Improving Domain-Adaptive Generalization of CTC-based ASR with Internal Language Model Estimation May 5, 2023 Decoder Domain Adaptation
— Unverified DualCross: Cross-Modality Cross-Domain Adaptation for Monocular BEV Perception May 5, 2023 Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features May 4, 2023 Domain Adaptation Medical Image Analysis
— Unverified ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation May 4, 2023 counterfactual Domain Adaptation
Code Code Available DomainInv: Domain Invariant Fine Tuning and Adversarial Label Correction For QA Domain Adaptation May 4, 2023 Domain Adaptation Question Answering
— Unverified Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages May 3, 2023 Domain Adaptation
— Unverified Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation May 2, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge May 2, 2023 Data Augmentation Domain Adaptation
— Unverified RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models May 2, 2023 Domain Adaptation parameter-efficient fine-tuning
Code Code Available Self-supervised learning for infant cry analysis May 2, 2023 Domain Adaptation Self-Supervised Learning
— Unverified Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints Apr 29, 2023 Domain Adaptation Object
— Unverified Limits of Model Selection under Transfer Learning Apr 29, 2023 Domain Adaptation model
— Unverified Made of Steel? Learning Plausible Materials for Components in the Vehicle Repair Domain Apr 28, 2023 Domain Adaptation
Code Code Available AVATAR: Adversarial self-superVised domain Adaptation network for TARget domain Apr 28, 2023 Deep Clustering Domain Adaptation
Code Code Available Towards Better Domain Adaptation for Self-supervised Models: A Case Study of Child ASR Apr 28, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Task Apr 27, 2023 Articles Benchmarking
— Unverified Understanding Shared Speech-Text Representations Apr 27, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Maximizing Model Generalization for Machine Condition Monitoring with Self-Supervised Learning and Federated Learning Apr 27, 2023 Domain Adaptation Federated Learning
— Unverified Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation Apr 26, 2023 Domain Adaptation Image Segmentation
— Unverified FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation Apr 26, 2023 Domain Adaptation Image Segmentation
— Unverified Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Apr 24, 2023 Domain Adaptation Semantic Segmentation
— Unverified Multi-Source to Multi-Target Decentralized Federated Domain Adaptation Apr 24, 2023 Domain Adaptation Federated Learning
— Unverified Universal Domain Adaptation via Compressive Attention Matching Apr 24, 2023 Domain Adaptation Universal Domain Adaptation
— Unverified 