Singer Identity Representation Learning using Self-Supervised Techniques Jan 10, 2024 Domain Generalization Representation Learning
Code Code Available GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization Nov 4, 2022 Depression Detection Domain Generalization
Code Code Available TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation Apr 30, 2023 Domain Generalization In-Context Learning
Code Code Available SyntheX: Scaling Up Learning-based X-ray Image Analysis Through In Silico Experiments Jun 13, 2022 Domain Generalization Lesion Segmentation
Code Code Available Gradient Alignment for Cross-Domain Face Anti-Spoofing Feb 29, 2024 Domain Generalization Face Anti-Spoofing
Code Code Available GalLoP: Learning Global and Local Prompts for Vision-Language Models Jul 1, 2024 Diversity 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 Play to Generalize: Learning to Reason Through Game Play Jun 9, 2025 Domain Generalization Math
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 Neural Markov Random Field for Stereo Matching Mar 17, 2024 Domain Generalization Inductive Bias
Code Code Available Generalized Parametric Contrastive Learning Sep 26, 2022 Contrastive Learning Domain Generalization
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 Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Apr 8, 2025 Domain Adaptation Domain Generalization
Code Code Available DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion Oct 6, 2024 DeepFake Detection Domain Generalization
Code Code Available A Survey on Domain Generalization for Medical Image Analysis Feb 7, 2024 Domain Generalization Medical Image Analysis
Code Code Available EasyPortrait -- Face Parsing and Portrait Segmentation Dataset Apr 26, 2023 Diversity Domain Generalization
Code Code Available Depth Field Networks for Generalizable Multi-view Scene Representation Jul 28, 2022 Data Augmentation Depth Estimation
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 DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding Mar 17, 2025 Domain Generalization Multimodal Reasoning
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 Diff9D: Diffusion-Based Domain-Generalized Category-Level 9-DoF Object Pose Estimation Feb 4, 2025 Denoising 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 eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data Feb 13, 2024 Domain Generalization
Code Code Available Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion Jul 8, 2025 3D geometry Domain Generalization
Code Code Available Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation Jul 3, 2024 Domain Generalization Knowledge Distillation
Code Code Available Single Domain Generalization for Crowd Counting Mar 14, 2024 Crowd Counting 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 Generative Medical Segmentation Mar 27, 2024 Decoder 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 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Mar 16, 2023 Domain Adaptation Domain Generalization
Code Code Available UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Dec 20, 2022 3D Semantic Segmentation Domain Adaptation
Code Code Available DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks Feb 28, 2023 Domain Generalization
Code Code Available A Closer Look at Few-shot Classification Apr 8, 2019 Domain Generalization Few-Shot Learning
Code Code Available DART: Open-Domain Structured Data Record to Text Generation Jul 6, 2020 Domain Generalization Semantic Parsing
Code Code Available DATTA: Domain-Adversarial Test-Time Adaptation for Cross-Domain WiFi-Based Human Activity Recognition Nov 20, 2024 Activity Recognition Domain Generalization
Code Code Available Cross-domain Generalization for AMR Parsing Oct 22, 2022 Abstract Meaning Representation AMR Parsing
Code Code Available Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation Jan 23, 2020 Classification Cross-Domain Few-Shot
Code Code Available Adaptive Risk Minimization: Learning to Adapt to Domain Shift Jul 6, 2020 BIG-bench Machine Learning Domain Generalization
Code Code Available 3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous Driving Jan 24, 2025 Autonomous Driving Domain Generalization
Code Code Available Cross-Domain Few-Shot Classification via Adversarial Task Augmentation Apr 29, 2021 Classification Cross-Domain Few-Shot
Code Code Available CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features May 13, 2019 Domain Generalization Image Captioning
Code Code Available DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Dec 17, 2020 Domain Generalization Image Classification
Code Code Available Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization Perspective Apr 4, 2022 Domain Generalization Reflection Removal
Code Code Available A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design Aug 22, 2023 Domain Generalization
Code Code Available Cross Contrasting Feature Perturbation for Domain Generalization Jul 24, 2023 Domain Generalization
Code Code Available Adaptive Methods for Aggregated Domain Generalization Dec 9, 2021 Domain Generalization
Code Code Available Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization Sep 29, 2024 Domain Generalization Image to sketch recognition
Code Code Available Cross-Domain Ensemble Distillation for Domain Generalization Nov 25, 2022 Domain Generalization image-classification
Code Code Available Adaptive High-Frequency Transformer for Diverse Wildlife Re-Identification Oct 9, 2024 Domain Generalization
Code Code Available Consistency-guided Prompt Learning for Vision-Language Models Jun 1, 2023 Domain Generalization Few-Shot Learning
Code Code Available 