STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via Collaborating Self-Training and Adversarial Learning Jun 27, 2024 3D Object Detection Domain Adaptation
— Unverified Zero-shot domain adaptation based on dual-level mix and contrast Jun 27, 2024 Contrastive Learning Data Augmentation
— Unverified Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for Semantic Segmentation Jun 27, 2024 Domain Adaptation Semantic Segmentation
— Unverified Towards Reducing Data Acquisition and Labeling for Defect Detection using Simulated Data Jun 27, 2024 Defect Detection Domain Adaptation
— Unverified ProtoGMM: Multi-prototype Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation Jun 27, 2024 Contrastive Learning Domain Adaptation
— Unverified Applying LLMs for Rescoring N-best ASR Hypotheses of Casual Conversations: Effects of Domain Adaptation and Context Carry-over Jun 27, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets Jun 26, 2024 Domain Adaptation Model Selection
— Unverified CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection Jun 26, 2024 3D Object Detection Domain Adaptation
— Unverified Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets Jun 25, 2024 Domain Adaptation Text Detection
— Unverified Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling Jun 25, 2024 Domain Adaptation Electron Tomography
— Unverified Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation Jun 24, 2024 Domain Adaptation Representation Learning
— Unverified Learning When the Concept Shifts: Confounding, Invariance, and Dimension Reduction Jun 22, 2024 Dimensionality Reduction Domain Adaptation
— Unverified Domain Adaptation of Llama3-70B-Instruct through Continual Pre-Training and Model Merging: A Comprehensive Evaluation Jun 21, 2024 Domain Adaptation Language Modeling
— Unverified 70B-parameter large language models in Japanese medical question-answering Jun 21, 2024 Continual Pretraining Domain Adaptation
— Unverified Word Matters: What Influences Domain Adaptation in Summarization? Jun 21, 2024 Domain Adaptation
Code Code Available Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks Jun 20, 2024 Domain Adaptation Implicit Relations
— Unverified Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling Jun 20, 2024 Disentanglement Domain Adaptation
Code Code Available Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach Jun 20, 2024 Domain Adaptation Partial Domain Adaptation
Code Code Available In-Context Learning on a Budget: A Case Study in Token Classification Jun 19, 2024 Domain Adaptation In-Context Learning
— Unverified Towards Trustworthy Unsupervised Domain Adaptation: A Representation Learning Perspective for Enhancing Robustness, Discrimination, and Generalization Jun 19, 2024 Domain Adaptation Representation Learning
— Unverified News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Jun 18, 2024 Cross-Lingual Transfer Domain Adaptation
Code Code Available Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction Jun 18, 2024 Causal Discovery Domain Adaptation
— Unverified Towards Understanding Domain Adapted Sentence Embeddings for Document Retrieval Jun 18, 2024 Domain Adaptation Question Answering
— Unverified Unsupervised Online Continual Learning for Automatic Speech Recognition Jun 18, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available EarDA: Towards Accurate and Data-Efficient Earable Activity Sensing Jun 18, 2024 Activity Recognition Domain Adaptation
— Unverified Self-Train Before You Transcribe Jun 17, 2024 Domain Adaptation Language Modelling
Code Code Available Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object Detection Jun 17, 2024 3D Object Detection Autonomous Driving
Code Code Available Syn-to-Real Unsupervised Domain Adaptation for Indoor 3D Object Detection Jun 17, 2024 3D Object Detection Domain Adaptation
Code Code Available Physics-Informed Deep Learning and Partial Transfer Learning for Bearing Fault Diagnosis in the Presence of Highly Missing Data Jun 16, 2024 Domain Adaptation Fault Diagnosis
— Unverified ADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising Jun 15, 2024 Domain Adaptation Transfer Learning
— Unverified PIG: Prompt Images Guidance for Night-Time Scene Parsing Jun 15, 2024 Data Augmentation Domain Adaptation
Code Code Available SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASR Jun 15, 2024 Domain Adaptation
— Unverified Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil Jun 14, 2024 Domain Adaptation Feature Engineering
— Unverified A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation Jun 14, 2024 Data Augmentation Dialogue Generation
Code Code Available Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling Jun 14, 2024 Domain Adaptation Meta-Learning
— Unverified Towards Domain Adaptive Neural Contextual Bandits Jun 13, 2024 Decision Making Domain Adaptation
— Unverified ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation Jun 13, 2024 Domain Adaptation Gaze Estimation
— Unverified Efficient Discrepancy Testing for Learning with Distribution Shift Jun 13, 2024 Domain Adaptation
— Unverified SR-Stereo & DAPE: Stepwise Regression and Pre-trained Edges for Practical Stereo Matching Jun 11, 2024 Disparity Estimation Domain Adaptation
Code Code Available Learning Domain-Invariant Features for Out-of-Context News Detection Jun 11, 2024 Contrastive Learning Domain Adaptation
— Unverified Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach Jun 11, 2024 Domain Adaptation Domain Generalization
— Unverified Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval Jun 10, 2024 Domain Adaptation Machine Translation
Code Code Available Source -Free Domain Adaptation for Speaker Verification in Data-Scarce Languages and Noisy Channels Jun 9, 2024 Domain Adaptation Source-Free Domain Adaptation
— Unverified Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Jun 6, 2024 Domain Adaptation
Code Code Available Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions Jun 6, 2024 Anomaly Detection Domain Adaptation
— Unverified Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition Jun 5, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation Jun 4, 2024 Domain Adaptation Imputation
— Unverified EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding Jun 3, 2024 Domain Adaptation Open Vocabulary Semantic Segmentation
— Unverified Global High Categorical Resolution Land Cover Mapping via Weak Supervision Jun 2, 2024 Domain Adaptation Earth Observation
— Unverified Early Detection of Misinformation for Infodemic Management: A Domain Adaptation Approach Jun 2, 2024 Domain Adaptation Management
— Unverified 