Global High Categorical Resolution Land Cover Mapping via Weak Supervision Jun 2, 2024 Domain Adaptation Earth Observation
— Unverified Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation Jun 1, 2024 Contrastive Learning Domain Adaptation
— Unverified Pseudo-label Based Domain Adaptation for Zero-Shot Text Steganalysis Jun 1, 2024 Domain Adaptation Pseudo Label
— Unverified Improvement of Applicability in Student Performance Prediction Based on Transfer Learning Jun 1, 2024 Domain Adaptation Transfer Learning
— Unverified Self-degraded contrastive domain adaptation for industrial fault diagnosis with bi-imbalanced data May 31, 2024 Contrastive Learning Domain Adaptation
— Unverified Augmentation-based Unsupervised Cross-Domain Functional MRI Adaptation for Major Depressive Disorder Identification May 31, 2024 Data Augmentation Diagnostic
— Unverified Domain Adaptation with Cauchy-Schwarz Divergence May 30, 2024 Domain Adaptation Multi-class Classification
Code Code Available FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models May 30, 2024 Domain Adaptation Segmentation Of Remote Sensing Imagery
Code Code Available From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave May 30, 2024 Action Recognition Domain Adaptation
Code Code Available OpenDAS: Open-Vocabulary Domain Adaptation for 2D and 3D Segmentation May 30, 2024 3D Instance Segmentation 3D Open-Vocabulary Instance Segmentation
— Unverified Clustering-Based Validation Splits for Model Selection under Domain Shift May 29, 2024 Clustering Constrained Clustering
— Unverified Domain adaptation in small-scale and heterogeneous biological datasets May 29, 2024 Domain Adaptation Transfer Learning
— Unverified Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning May 28, 2024 Domain Adaptation Instruction Following
Code Code Available Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation May 28, 2024 Domain Adaptation Transfer Learning
— Unverified MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction May 28, 2024 Domain Adaptation Event Extraction
— Unverified Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings May 27, 2024 Domain Adaptation GPU
— Unverified Automatic Domain Adaptation by Transformers in In-Context Learning May 27, 2024 Domain Adaptation In-Context Learning
— Unverified Supervised Batch Normalization May 27, 2024 Domain Adaptation
— Unverified Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation May 27, 2024 Depth Estimation Domain Adaptation
Code Code Available Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation May 26, 2024 Domain Adaptation Pseudo Label
— Unverified SuDA: Support-based Domain Adaptation for Sim2Real Motion Capture with Flexible Sensors May 25, 2024 Domain Adaptation
— Unverified 5W1H Extraction With Large Language Models May 25, 2024 Domain Adaptation Event Extraction
— Unverified 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 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 IGOT: Information Gain Optimized Tokenizer on Domain Adaptive Pretraining May 16, 2024 Domain Adaptation GPU
— Unverified 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 UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation May 15, 2024 Autonomous Driving Domain Adaptation
— Unverified AD-Aligning: Emulating Human-like Generalization for Cognitive Domain Adaptation in Deep Learning May 15, 2024 Domain Adaptation
— 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 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 Generalized Cauchy-Schwarz Divergence and Its Deep Learning Applications May 7, 2024 Clustering Deep Clustering
— Unverified 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 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 Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range Displays May 1, 2024 Domain Adaptation Image Quality Assessment
Code Code Available 