GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization Nov 4, 2022 Depression Detection Domain Generalization
Code Code Available Generative Medical Segmentation Mar 27, 2024 Decoder Domain Generalization
Code Code Available Learning to Prompt for Vision-Language Models Sep 2, 2021 Domain Generalization Few-shot Age Estimation
Code Code Available HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling Aug 27, 2024 Domain Generalization Prompt Engineering
Code Code Available Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mar 10, 2022 Domain Generalization
Code Code Available EasyPortrait -- Face Parsing and Portrait Segmentation Dataset Apr 26, 2023 Diversity Domain Generalization
Code Code Available Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Apr 8, 2025 Domain Adaptation Domain Generalization
Code Code Available Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection Apr 6, 2025 Cross-Domain Few-Shot Cross-Domain Few-Shot Object Detection
Code Code Available DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion Oct 6, 2024 DeepFake Detection Domain Generalization
Code Code Available Depth Field Networks for Generalizable Multi-view Scene Representation Jul 28, 2022 Data Augmentation Depth Estimation
Code Code Available FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation Dec 12, 2024 Cross-Domain Few-Shot Domain Generalization
Code Code Available CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation Oct 30, 2024 Domain Adaptation Domain Generalization
Code Code Available Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive Jan 16, 2024 Domain Generalization Image Generation
Code Code Available Continuous Temporal Domain Generalization May 25, 2024 Domain Generalization
Code Code Available DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models Aug 11, 2023 Dataset Generation Decoder
Code Code Available Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Jun 11, 2024 Attribute Domain Generalization
Code Code Available Diff9D: Diffusion-Based Domain-Generalized Category-Level 9-DoF Object Pose Estimation Feb 4, 2025 Denoising Domain Generalization
Code Code Available Building Computationally Efficient and Well-Generalizing Person Re-Identification Models with Metric Learning Mar 17, 2020 Domain Generalization Face Recognition
Code Code Available Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Mar 28, 2019 Adversarial Defense Benchmarking
Code Code Available eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data Feb 13, 2024 Domain Generalization
Code Code Available CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Apr 19, 2025 Computational Efficiency Domain Adaptation
Code Code Available GalLoP: Learning Global and Local Prompts for Vision-Language Models Jul 1, 2024 Diversity Domain Generalization
Code Code Available Avoiding Shortcuts: Enhancing Channel-Robust Specific Emitter Identification via Single-Source Domain Generalization Jan 20, 2025 Contrastive Learning Domain Generalization
Code Code Available BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Mar 3, 2022 Compositional Zero-Shot Learning Contrastive Learning
Code Code Available 