Deep Domain Specialisation for single-model multi-domain learning to rank Jul 1, 2024 Domain Adaptation Information Retrieval
— Unverified Binary Losses for Density Ratio Estimation Jul 1, 2024 Density Ratio Estimation Domain Adaptation
— Unverified Transferable-guided Attention Is All You Need for Video Domain Adaptation Jul 1, 2024 All Domain Adaptation
Code Code Available Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks Jul 1, 2024 Domain Adaptation image-classification
— Unverified CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jul 1, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision Jul 1, 2024 Domain Adaptation Domain Generalization
Code Code Available STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via Collaborating Self-Training and Adversarial Learning Jun 27, 2024 3D Object Detection Domain Adaptation
— Unverified Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for Semantic Segmentation Jun 27, 2024 Domain Adaptation Semantic Segmentation
— Unverified Zero-shot domain adaptation based on dual-level mix and contrast Jun 27, 2024 Contrastive Learning Data Augmentation
— 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 EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation Jun 26, 2024 Action Anticipation Action Recognition
Code Code Available SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jun 26, 2024 Domain Adaptation Earth Observation
Code Code Available CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection Jun 26, 2024 3D Object Detection Domain Adaptation
— Unverified Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Jun 26, 2024 Contrastive Learning Deblurring
Code Code Available Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets Jun 26, 2024 Domain Adaptation Model Selection
— 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 Unmasking the Imposters: How Censorship and Domain Adaptation Affect the Detection of Machine-Generated Tweets Jun 25, 2024 Domain Adaptation Text Detection
— Unverified Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning Jun 25, 2024 Domain Adaptation Image Segmentation
Code Code Available Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation Jun 24, 2024 Domain Adaptation Representation Learning
— Unverified Unsupervised Domain Adaptation for Pediatric Brain Tumor Segmentation Jun 24, 2024 Brain Tumor Segmentation Domain Adaptation
Code Code Available Learning When the Concept Shifts: Confounding, Invariance, and Dimension Reduction Jun 22, 2024 Dimensionality Reduction Domain Adaptation
— Unverified Word Matters: What Influences Domain Adaptation in Summarization? Jun 21, 2024 Domain Adaptation
Code Code Available 70B-parameter large language models in Japanese medical question-answering Jun 21, 2024 Continual Pretraining 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 MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object Detection Jun 21, 2024 3D Object Detection 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 Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach Jun 20, 2024 Domain Adaptation Partial Domain Adaptation
Code Code Available Semi Supervised Heterogeneous Domain Adaptation via Disentanglement and Pseudo-Labelling Jun 20, 2024 Disentanglement 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 Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset Jun 19, 2024 Active Learning Domain Adaptation
Code Code Available Towards Trustworthy Unsupervised Domain Adaptation: A Representation Learning Perspective for Enhancing Robustness, Discrimination, and Generalization Jun 19, 2024 Domain Adaptation Representation Learning
— Unverified EarDA: Towards Accurate and Data-Efficient Earable Activity Sensing Jun 18, 2024 Activity Recognition Domain Adaptation
— Unverified 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 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 SS-ADA: A Semi-Supervised Active Domain Adaptation Framework for Semantic Segmentation Jun 17, 2024 Active Learning Domain Adaptation
Code Code Available Self-Train Before You Transcribe Jun 17, 2024 Domain Adaptation Language Modelling
Code Code Available Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Jun 17, 2024 Diversity Domain Adaptation
Code Code Available Modulated differentiable STFT and balanced spectrum metric for freight train wheelset bearing cross-machine transfer monitoring under speed fluctuations Jun 17, 2024 Domain Adaptation Fault Diagnosis
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 Semi-Supervised Domain Adaptation Using Target-Oriented Domain Augmentation for 3D Object Detection Jun 17, 2024 3D Object Detection Autonomous Driving
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 SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASR Jun 15, 2024 Domain Adaptation
— 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 CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training Jun 15, 2024 Domain Adaptation Language Modeling
Code Code Available Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling Jun 14, 2024 Domain Adaptation Meta-Learning
— Unverified 