Domain Adaptation

Tools Identification By On-Board Adaptation of Vision-and-Language Models AAAI 2024 Towards Unsupervised Model Selection for Domain Adaptive Object Detection NeurIPS 2024 Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024 Triple Feature Disentanglement for One-Stage Adaptive Object Detection AAAI 2024 TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation CVPR 2024 UFCNet: Unsupervised Network based on Fourier transform and Convolutional attention for Oracle Character Recognition ACL 2024 UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024 Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NeurIPS 2024 Unified Language-driven Zero-shot Domain Adaptation CVPR 2024 UniMODE: Unified Monocular 3D Object Detection CVPR 2024 Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation NeurIPS 2024 Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training CVPR 2024 View From Above: Orthogonal-View aware Cross-view Localization CVPR 2024 WATT: Weight Average Test Time Adaptation of CLIP NeurIPS 2024 What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024 When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract) AAAI 2024 Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024 Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning CVPR 2024 ActMAD: Activation Matching To Align Distributions for Test-Time-Training CVPR 2023 Adaptive Patch Deformation for Textureless-Resilient Multi-View Stereo CVPR 2023 Adaptive Texture Filtering for Single-Domain Generalized Segmentation AAAI 2023 Adversarial Alignment for Source Free Object Detection AAAI 2023 Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation CVPR 2023 Adversarial Self-Training Improves Robustness and Generalization for Gradual Domain Adaptation NeurIPS 2023 All-in-One Image Restoration for Unknown Degradations Using Adaptive Discriminative Filters for Specific Degradations CVPR 2023