Read-only Prompt Optimization for Vision-Language Few-shot Learning Aug 29, 2023 Domain Generalization Few-Shot Learning
Code Code Available Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics Aug 28, 2023 counterfactual Domain Adaptation
Code Code Available Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy Aug 27, 2023 Classification Domain Generalization
Code Code Available A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation Aug 25, 2023 Domain Generalization Segmentation
Code Code Available Understanding Hessian Alignment for Domain Generalization Aug 22, 2023 Autonomous Vehicles Domain Generalization
Code Code Available A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design Aug 22, 2023 Domain Generalization
Code Code Available Domain Generalization via Rationale Invariance Aug 22, 2023 Decision Making Domain Generalization
Code Code Available Improving the Transferability of Adversarial Examples with Arbitrary Style Transfer Aug 21, 2023 Domain Generalization Style Transfer
Code Code Available FedSIS: Federated Split Learning with Intermediate Representation Sampling for Privacy-preserving Generalized Face Presentation Attack Detection Aug 20, 2023 Domain Generalization Face Presentation Attack Detection
Code Code Available DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Aug 20, 2023 Domain Generalization
Code Code Available Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization Aug 18, 2023 Domain Generalization Meta-Learning
Code Code Available MS3D++: Ensemble of Experts for Multi-Source Unsupervised Domain Adaption in 3D Object Detection Aug 11, 2023 3D Object Detection Domain Adaptation
Code Code Available Part-Aware Transformer for Generalizable Person Re-identification Aug 7, 2023 Domain Generalization Generalizable Person Re-identification
Code Code Available AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Aug 7, 2023 Decoder Domain Generalization
Code Code Available ELFNet: Evidential Local-global Fusion for Stereo Matching Aug 1, 2023 Domain Generalization Stereo Matching
Code Code Available PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization Jul 27, 2023 Domain Generalization Image Classification
Code Code Available Cross Contrasting Feature Perturbation for Domain Generalization Jul 24, 2023 Domain Generalization
Code Code Available Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation Jul 18, 2023 Domain Generalization Image Segmentation
Code Code Available Benchmarking Algorithms for Federated Domain Generalization Jul 11, 2023 Benchmarking Diversity
Code Code Available Towards Generalizable Diabetic Retinopathy Grading in Unseen Domains Jul 10, 2023 Diabetic Retinopathy Grading Diagnostic
Code Code Available Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Jul 2, 2023 Autonomous Driving Data Augmentation
Code Code Available Adaptive Multi-Modal Cross-Entropy Loss for Stereo Matching Jun 27, 2023 Domain Generalization Stereo Matching
Code Code Available Beyond Normal: On the Evaluation of Mutual Information Estimators Jun 19, 2023 Benchmarking Domain Generalization
Code Code Available Multi-Granularity Hand Action Detection Jun 19, 2023 Action Detection Action Localization
Code Code Available Distribution Shift Inversion for Out-of-Distribution Prediction Jun 14, 2023 Domain Generalization Prediction
Code Code Available 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
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