5W1H Extraction With Large Language Models May 25, 2024 Domain Adaptation Event Extraction
— Unverified Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation May 25, 2024 Domain Adaptation MRI segmentation
Code Code Available DiffuBox: Refining 3D Object Detection with Point Diffusion May 25, 2024 3D Object Detection Autonomous Driving
Code Code Available Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing May 25, 2024 Domain Adaptation Fault Detection
Code Code Available CEEBERT: Cross-Domain Inference in Early Exit BERT May 23, 2024 Domain Adaptation
Code Code Available SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation May 23, 2024 Domain Adaptation Semantic Segmentation
— Unverified SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network May 23, 2024 CPU Domain Adaptation
Code Code Available DATR: Unsupervised Domain Adaptive Detection Transformer with Dataset-Level Adaptation and Prototypical Alignment May 20, 2024 Contrastive Learning Domain Adaptation
Code Code Available Chasing COMET: Leveraging Minimum Bayes Risk Decoding for Self-Improving Machine Translation May 20, 2024 Domain Adaptation Machine Translation
— Unverified Adaptive Batch Normalization Networks for Adversarial Robustness May 20, 2024 Adversarial Defense Adversarial Robustness
— Unverified Versatile Teacher: A Class-aware Teacher-student Framework for Cross-domain Adaptation May 20, 2024 Domain Adaptation object-detection
Code Code Available Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors May 19, 2024 Domain Adaptation Federated Learning
Code Code Available A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available Beyond Traditional Single Object Tracking: A Survey May 16, 2024 Continual Learning Domain Adaptation
— Unverified Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective May 16, 2024 Domain Adaptation Image Registration
Code Code Available IGOT: Information Gain Optimized Tokenizer on Domain Adaptive Pretraining May 16, 2024 Domain Adaptation GPU
— Unverified Continued Pretraining for Domain Adaptation of Wav2vec2.0 in Automatic Speech Recognition for Elementary Math Classroom Settings May 15, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified AD-Aligning: Emulating Human-like Generalization for Cognitive Domain Adaptation in Deep Learning May 15, 2024 Domain Adaptation
— Unverified UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation May 15, 2024 Autonomous Driving Domain Adaptation
— Unverified Adapting Abstract Meaning Representation Parsing to the Clinical Narrative -- the SPRING THYME parser May 15, 2024 Abstract Meaning Representation AMR Parsing
— Unverified Promoting AI Equity in Science: Generalized Domain Prompt Learning for Accessible VLM Research May 14, 2024 Domain Adaptation Prompt Learning
Code Code Available Semi-Self-Supervised Domain Adaptation: Developing Deep Learning Models with Limited Annotated Data for Wheat Head Segmentation May 12, 2024 Decoder Domain Adaptation
— Unverified Cross-Domain Continual Learning via CLAMP May 12, 2024 Continual Learning Domain Adaptation
Code Code Available ADLDA: A Method to Reduce the Harm of Data Distribution Shift in Data Augmentation May 11, 2024 Data Augmentation Domain Adaptation
— Unverified High-order Neighborhoods Know More: HyperGraph Learning Meets Source-free Unsupervised Domain Adaptation May 11, 2024 Clustering Domain Adaptation
— Unverified Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data May 10, 2024 Domain Adaptation Segmentation
Code Code Available Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation May 8, 2024 Contrastive Learning Domain Adaptation
— Unverified OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies May 8, 2024 Domain Adaptation Scene Understanding
Code Code Available Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment May 7, 2024 Blind Image Quality Assessment Domain Adaptation
Code Code Available Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications May 7, 2024 Clustering Deep Clustering
— Unverified MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization May 7, 2024 Domain Adaptation Text Summarization
Code Code Available Cross-Modal Domain Adaptation in Brain Disease Diagnosis: Maximum Mean Discrepancy-based Convolutional Neural Networks May 6, 2024 Computed Tomography (CT) Diagnostic
— Unverified Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training May 5, 2024 Domain Adaptation Language Modelling
Code Code Available DALLMi: Domain Adaption for LLM-based Multi-label Classifier May 3, 2024 Domain Adaptation Language Modeling
Code Code Available Improving Domain Generalization on Gaze Estimation via Branch-out Auxiliary Regularization May 2, 2024 Domain Adaptation Domain Generalization
— Unverified A separability-based approach to quantifying generalization: which layer is best? May 2, 2024 Domain Adaptation Domain Generalization
Code Code Available More is Better: Deep Domain Adaptation with Multiple Sources May 1, 2024 Domain Adaptation
— Unverified Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range Displays May 1, 2024 Domain Adaptation Image Quality Assessment
Code Code Available A Self-explaining Neural Architecture for Generalizable Concept Learning May 1, 2024 Concept Alignment Contrastive Learning
Code Code Available Block-As-Domain Adaptation for Workload Prediction from fNIRS Data Apr 30, 2024 Contrastive Learning Domain Adaptation
— Unverified HistNERo: Historical Named Entity Recognition for the Romanian Language Apr 30, 2024 Domain Adaptation named-entity-recognition
— Unverified VimTS: A Unified Video and Image Text Spotter for Enhancing the Cross-domain Generalization Apr 30, 2024 Domain Adaptation Domain Generalization
Code Code Available Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection Apr 30, 2024 3D Object Detection Autonomous Driving
Code Code Available Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology Apr 29, 2024 Contrastive Learning Domain Adaptation
Code Code Available Align, Minimize and Diversify: A Source-Free Unsupervised Domain Adaptation Method for Handwritten Text Recognition Apr 28, 2024 Domain Adaptation Handwritten Text Recognition
— Unverified SafePaint: Anti-forensic Image Inpainting with Domain Adaptation Apr 28, 2024 Domain Adaptation Image Inpainting
— Unverified Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond Apr 26, 2024 Anomaly Detection Cell Detection
Code Code Available Adversarial Reweighting with α-Power Maximization for Domain Adaptation Apr 26, 2024 Domain Adaptation Test-time Adaptation
Code Code Available Federated Transfer Component Analysis Towards Effective VNF Profiling Apr 26, 2024 Domain Adaptation Transfer Learning
— Unverified M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training Apr 26, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 