HyperTTS: Parameter Efficient Adaptation in Text to Speech using Hypernetworks Apr 6, 2024 Domain Adaptation Speech Synthesis
Code Code Available DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation Apr 3, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection Apr 2, 2024 Domain Adaptation object-detection
Code Code Available Language Guided Domain Generalized Medical Image Segmentation Apr 1, 2024 Contrastive Learning Domain Adaptation
Code Code Available FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection Mar 30, 2024 Domain Adaptation Fake News Detection
Code Code Available DODA: Diffusion for Object-detection Domain Adaptation in Agriculture Mar 27, 2024 Domain Adaptation Head Detection
Code Code Available Learning CNN on ViT: A Hybrid Model to Explicitly Class-specific Boundaries for Domain Adaptation Mar 27, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Mar 26, 2024 Domain Adaptation Semantic Segmentation
Code Code Available UADA3D: Unsupervised Adversarial Domain Adaptation for 3D Object Detection with Sparse LiDAR and Large Domain Gaps Mar 26, 2024 3D Object Detection Autonomous Driving
Code Code Available Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems Mar 23, 2024 Dimensionality Reduction Domain Adaptation
Code Code Available GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning Mar 21, 2024 Clustering Contrastive Learning
Code Code Available Reflectivity Is All You Need!: Advancing LiDAR Semantic Segmentation Mar 19, 2024 All Domain Adaptation
Code Code Available Sim-to-Real Grasp Detection with Global-to-Local RGB-D Adaptation Mar 18, 2024 Domain Adaptation
Code Code Available SF(DA)^2: Source-free Domain Adaptation Through the Lens of Data Augmentation Mar 16, 2024 Data Augmentation Disentanglement
Code Code Available Representing Domain-Mixing Optical Degradation for Real-World Computational Aberration Correction via Vector Quantization Mar 15, 2024 Domain Adaptation Quantization
Code Code Available Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Mar 15, 2024 3D Semantic Segmentation Autonomous Driving
Code Code Available TaxoLLaMA: WordNet-based Model for Solving Multiple Lexical Semantic Tasks Mar 14, 2024 Domain Adaptation Few-Shot Learning
Code Code Available D3T: Distinctive Dual-Domain Teacher Zigzagging Across RGB-Thermal Gap for Domain-Adaptive Object Detection Mar 14, 2024 Domain Adaptation object-detection
Code Code Available MoralBERT: A Fine-Tuned Language Model for Capturing Moral Values in Social Discussions Mar 12, 2024 Domain Adaptation Language Modeling
Code Code Available Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation Mar 11, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available LEAD: Learning Decomposition for Source-free Universal Domain Adaptation Mar 6, 2024 Domain Adaptation Transfer Learning
Code Code Available Pairwise Alignment Improves Graph Domain Adaptation Mar 2, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Rethinking Propagation for Unsupervised Graph Domain Adaptation Feb 8, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference Feb 8, 2024 Domain Adaptation Uncertainty Quantification
Code Code Available Test-Time Adaptation for Depth Completion Feb 5, 2024 Depth Completion Domain Adaptation
Code Code Available Getting the most out of your tokenizer for pre-training and domain adaptation Feb 1, 2024 Code Generation Domain Adaptation
Code Code Available We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline Feb 1, 2024 Benchmarking Domain Adaptation
Code Code Available BlenDA: Domain Adaptive Object Detection through diffusion-based blending Jan 18, 2024 Domain Adaptation Image-to-Image Translation
Code Code Available CLIP-Guided Source-Free Object Detection in Aerial Images Jan 10, 2024 Domain Adaptation Object
Code Code Available VLLaVO: Mitigating Visual Gap through LLMs Jan 6, 2024 Domain Adaptation Domain Generalization
Code Code Available DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic Segmentation Jan 2, 2024 Domain Adaptation Pseudo Label
Code Code Available Parameter Efficient Self-Supervised Geospatial Domain Adaptation Jan 1, 2024 Domain Adaptation Linear evaluation
Code Code Available WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Large-scale Natural Environments Dec 23, 2023 3D Semantic Segmentation Domain Adaptation
Code Code Available Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives Dec 20, 2023 cognitive diagnosis Diagnostic
Code Code Available MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept Dec 19, 2023 Decoder Domain Adaptation
Code Code Available Stethoscope-guided Supervised Contrastive Learning for Cross-domain Adaptation on Respiratory Sound Classification Dec 15, 2023 Audio Classification Contrastive Learning
Code Code Available Deep Unsupervised Domain Adaptation for Time Series Classification: a Benchmark Dec 15, 2023 Activity Recognition Domain Adaptation
Code Code Available Prompt-based Distribution Alignment for Unsupervised Domain Adaptation Dec 15, 2023 Domain Adaptation Prompt Engineering
Code Code Available MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation Dec 13, 2023 Domain Adaptation Transfer Learning
Code Code Available Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation Dec 11, 2023 Domain Adaptation Semantic Segmentation
Code Code Available DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation Dec 11, 2023 Domain Adaptation Domain Generalization
Code Code Available Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs Dec 7, 2023 Anatomy Anomaly Detection
Code Code Available Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Dec 6, 2023 Domain Adaptation Image Segmentation
Code Code Available Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Dec 5, 2023 Domain Adaptation Fault Diagnosis
Code Code Available 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 Towards Unsupervised Representation Learning: Learning, Evaluating and Transferring Visual Representations Nov 30, 2023 Domain Adaptation Image-to-Image Translation
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 Robust Domain Misinformation Detection via Multi-modal Feature Alignment Nov 24, 2023 Domain Adaptation Domain Generalization
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