Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation Jun 8, 2023 Disentanglement Domain Adaptation
Code Code Available Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! Jun 6, 2023 counterfactual Data Augmentation
Code Code Available DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Jun 1, 2023 Decoder Domain Generalization
Code Code Available Consistency-guided Prompt Learning for Vision-Language Models Jun 1, 2023 Domain Generalization Few-Shot Learning
Code Code Available Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation May 31, 2023 Domain Generalization Image Segmentation
Code Code Available Rethinking Masked Language Modeling for Chinese Spelling Correction May 28, 2023 Diversity Domain Generalization
Code Code Available Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques May 27, 2023 Domain Generalization Language Modeling
Code Code Available Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation May 26, 2023 Domain Generalization In-Context Learning
Code Code Available Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation May 25, 2023 Data Augmentation Diversity
Code Code Available Rethinking the Evaluation Protocol of Domain Generalization May 24, 2023 Domain Generalization Model Selection
Code Code Available ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment May 23, 2023 Benchmarking Cross-Lingual Transfer
Code Code Available HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation May 22, 2023 Domain Generalization Segmentation
Code Code Available POEM: Polarization of Embeddings for Domain-Invariant Representations May 22, 2023 Domain Generalization Philosophy
Code Code Available SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification May 16, 2023 3D Point Cloud Classification Domain Adaptation
Code Code Available PGrad: Learning Principal Gradients For Domain Generalization May 2, 2023 Domain Generalization
Code Code Available Moderately Distributional Exploration for Domain Generalization Apr 27, 2023 Domain Generalization
Code Code Available AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Apr 25, 2023 Domain Generalization Test-time Adaptation
Code Code Available Walking Your LiDOG: A Journey Through Multiple Domains for LiDAR Semantic Segmentation Apr 23, 2023 Decoder Domain Generalization
Code Code Available Instance-Aware Domain Generalization for Face Anti-Spoofing Apr 12, 2023 Domain Generalization Face Anti-Spoofing
Code Code Available APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP Apr 12, 2023 Domain Generalization Prompt Learning
Code Code Available Improved Test-Time Adaptation for Domain Generalization Apr 10, 2023 Domain Generalization Image to sketch recognition
Code Code Available Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains Apr 6, 2023 Diversity Domain Generalization
Code Code Available Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Apr 6, 2023 3D Semantic Segmentation Autonomous Driving
Code Code Available EPVT: Environment-aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition Apr 4, 2023 Domain Generalization General Knowledge
Code Code Available VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution Apr 4, 2023 Disentanglement Domain Generalization
Code Code Available 