Singular Value Penalization and Semantic Data Augmentation for Fully Test-Time Adaptation Dec 10, 2023 Data Augmentation Diversity
— Unverified CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen Dec 9, 2023 Domain Adaptation Segmentation
— Unverified 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 Subject-Based Domain Adaptation for Facial Expression Recognition Dec 9, 2023 Domain Adaptation Facial Expression Recognition
Code Code Available Implicit Steganography Beyond the Constraints of Modality Dec 9, 2023 Domain Adaptation
— Unverified 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 Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs Dec 7, 2023 Anatomy Anomaly Detection
Code Code Available 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 Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Dec 6, 2023 Domain Adaptation Image Segmentation
Code Code Available Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift Dec 6, 2023 Contrastive Learning Domain Adaptation
— Unverified Unknown Sample Discovery for Source Free Open Set Domain Adaptation Dec 5, 2023 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 Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Dec 5, 2023 Domain Adaptation Fault Diagnosis
Code Code Available 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 Leveraging Domain Adaptation and Data Augmentation to Improve Qur'anic IR in English and Arabic Dec 5, 2023 Data Augmentation Domain Adaptation
— Unverified Few-Shot Anomaly Detection with Adversarial Loss for Robust Feature Representations Dec 4, 2023 Anomaly Detection Domain Adaptation
— Unverified Diversify, Don't Fine-Tune: Scaling Up Visual Recognition Training with Synthetic Images Dec 4, 2023 Diversity Domain Adaptation
— Unverified Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation Dec 4, 2023 Diversity Domain Adaptation
Code Code Available Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Dec 3, 2023 Domain Adaptation Image Enhancement
Code Code Available Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Dec 2, 2023 Domain Adaptation Image Enhancement
Code Code Available 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 Towards Unsupervised Representation Learning: Learning, Evaluating and Transferring Visual Representations Nov 30, 2023 Domain Adaptation Image-to-Image Translation
Code Code Available Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation Nov 30, 2023 Contrastive Learning Domain Adaptation
— Unverified Learning domain-invariant classifiers for infant cry sounds Nov 30, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Learning Part Segmentation from Synthetic Animals Nov 30, 2023 Domain Adaptation Pseudo Label
— Unverified TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain Credit Assessment Cold Start Nov 30, 2023 Domain Adaptation
Code Code Available 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 Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation Nov 30, 2023 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 Adversarial Distribution Balancing for Counterfactual Reasoning Nov 28, 2023 counterfactual Counterfactual Reasoning
Code Code Available 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 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 Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Nov 27, 2023 Domain Adaptation Prompt Learning
Code Code Available Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds Nov 27, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 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 