Domain Adaptation of a State of the Art Text-to-SQL Model: Lessons Learned and Challenges Found Dec 9, 2023 Domain Adaptation Language Modeling
— Unverified Multi-source domain adaptation for regression Dec 9, 2023 Domain Adaptation Ensemble Learning
— Unverified Implicit Steganography Beyond the Constraints of Modality Dec 9, 2023 Domain Adaptation
— Unverified CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen Dec 9, 2023 Domain Adaptation Segmentation
— Unverified Subject-Based Domain Adaptation for Facial Expression Recognition Dec 9, 2023 Domain Adaptation Facial Expression Recognition
Code Code Available ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation Dec 8, 2023 Active Learning Domain Adaptation
— Unverified A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting Dec 8, 2023 Domain Adaptation Partial Domain Adaptation
— Unverified Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models Dec 7, 2023 Domain Adaptation Medical Report Generation
Code Code Available Combining inherent knowledge of vision-language models with unsupervised domain adaptation through strong-weak guidance Dec 7, 2023 Domain Adaptation Knowledge Distillation
Code Code Available Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition Dec 6, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Corporate Bankruptcy Prediction with Domain-Adapted BERT Dec 6, 2023 Domain Adaptation Language Modeling
— Unverified Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift Dec 6, 2023 Contrastive Learning Domain Adaptation
— Unverified Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training Dec 5, 2023 Action Recognition Domain Adaptation
Code Code Available Unknown Sample Discovery for Source Free Open Set Domain Adaptation Dec 5, 2023 Domain Adaptation
— Unverified Leveraging Domain Adaptation and Data Augmentation to Improve Qur'anic IR in English and Arabic Dec 5, 2023 Data Augmentation Domain Adaptation
— Unverified Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs Dec 5, 2023 Action Segmentation All
Code Code Available Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Dec 4, 2023 Diversity Domain Adaptation
— Unverified Few-Shot Anomaly Detection with Adversarial Loss for Robust Feature Representations Dec 4, 2023 Anomaly Detection Domain Adaptation
— Unverified Consistency Prototype Module and Motion Compensation for Few-Shot Action Recognition (CLIP-CPM^2C) Dec 2, 2023 Action Recognition Domain Adaptation
Code Code Available Investigating a domain adaptation approach for integrating different measurement instruments in a longitudinal clinical registry Dec 1, 2023 Domain Adaptation
— Unverified Target-agnostic Source-free Domain Adaptation for Regression Tasks Dec 1, 2023 Domain Adaptation Prediction
— Unverified Learning domain-invariant classifiers for infant cry sounds Nov 30, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition Nov 30, 2023 class-incremental learning Class Incremental Learning
Code Code Available TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain Credit Assessment Cold Start Nov 30, 2023 Domain Adaptation
Code Code Available Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation Nov 30, 2023 Domain Adaptation
— Unverified Learning Part Segmentation from Synthetic Animals Nov 30, 2023 Domain Adaptation Pseudo Label
— Unverified Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation Nov 30, 2023 Contrastive Learning Domain Adaptation
— Unverified Transfer Learning in Robotics: An Upcoming Breakthrough? A Review of Promises and Challenges Nov 29, 2023 Domain Adaptation Imitation Learning
— Unverified Object-based (yet Class-agnostic) Video Domain Adaptation Nov 29, 2023 Action Recognition Domain Adaptation
— Unverified Latent Alignment with Deep Set EEG Decoders Nov 29, 2023 Deep Learning Domain Adaptation
— Unverified HD Maps are Lane Detection Generalizers: A Novel Generative Framework for Single-Source Domain Generalization Nov 28, 2023 Diversity Domain Adaptation
— Unverified Self-training solutions for the ICCV 2023 GeoNet Challenge Nov 28, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Material Palette: Extraction of Materials from a Single Image Nov 28, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Adversarial Distribution Balancing for Counterfactual Reasoning Nov 28, 2023 counterfactual Counterfactual Reasoning
Code Code Available Reducing Gender Bias in Machine Translation through Counterfactual Data Generation Nov 27, 2023 counterfactual Domain Adaptation
— Unverified Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation Nov 27, 2023 Disentanglement Domain Adaptation
— Unverified UFDA: Universal Federated Domain Adaptation with Practical Assumptions Nov 27, 2023 Domain Adaptation
Code Code Available One-bit Supervision for Image Classification: Problem, Solution, and Beyond Nov 26, 2023 Active Learning Domain Adaptation
— Unverified Fine-Grained Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation Nov 25, 2023 Diversity Domain Adaptation
— Unverified Multi-modal Instance Refinement for Cross-domain Action Recognition Nov 24, 2023 Action Recognition Domain Adaptation
— Unverified Bridging Generalization Gaps in High Content Imaging Through Online Self-Supervised Domain Adaptation Nov 21, 2023 Domain Adaptation Drug Discovery
Code Code Available Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Nov 21, 2023 Domain Adaptation Domain Generalization
— Unverified GLAD: Global-Local View Alignment and Background Debiasing for Unsupervised Video Domain Adaptation with Large Domain Gap Nov 21, 2023 Action Recognition Domain Adaptation
Code Code Available Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency Nov 21, 2023 3D Human Pose Estimation 3D Pose Estimation
— Unverified Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer Nov 21, 2023 Diversity Domain Adaptation
— Unverified Adaptive Training Distributions with Scalable Online Bilevel Optimization Nov 20, 2023 Bilevel Optimization Domain Adaptation
— Unverified Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning Nov 20, 2023 Domain Adaptation In-Context Learning
— Unverified Generalization of Fitness Exercise Recognition from Doppler Measurements by Domain-adaption and Few-Shot Learning Nov 20, 2023 Domain Adaptation Few-Shot Learning
— Unverified Label-Synchronous Neural Transducer for Adaptable Online E2E Speech Recognition Nov 19, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Open Set Dandelion Network for IoT Intrusion Detection Nov 19, 2023 Domain Adaptation Intrusion Detection
— Unverified 