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 Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation Apr 4, 2025 Domain Generalization Mamba
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 Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation Mar 17, 2025 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 Avoiding Shortcuts: Enhancing Channel-Robust Specific Emitter Identification via Single-Source Domain Generalization Jan 20, 2025 Contrastive Learning Domain Generalization
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 SoRA: Singular Value Decomposed Low-Rank Adaptation for Domain Generalizable Representation Learning Dec 5, 2024 Domain Adaptation Domain Generalization
Code Code Available OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection Nov 26, 2024 3D Object Detection Autonomous Driving
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 PaPaGei: Open Foundation Models for Optical Physiological Signals Oct 27, 2024 Contrastive Learning 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 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 RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering Jul 19, 2024 Domain Generalization Form
Code Code Available Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation Jul 3, 2024 Domain Generalization Knowledge Distillation
Code Code Available GalLoP: Learning Global and Local Prompts for Vision-Language Models Jul 1, 2024 Diversity Domain Generalization
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 Continuous Temporal Domain Generalization May 25, 2024 Domain Generalization
Code Code Available VimTS: A Unified Video and Image Text Spotter for Enhancing the Cross-domain Generalization Apr 30, 2024 Domain Adaptation Domain Generalization
Code Code Available Generative Medical Segmentation Mar 27, 2024 Decoder Domain Generalization
Code Code Available Neural Markov Random Field for Stereo Matching Mar 17, 2024 Domain Generalization Inductive Bias
Code Code Available Single Domain Generalization for Crowd Counting Mar 14, 2024 Crowd Counting Domain Generalization
Code Code Available Robust Synthetic-to-Real Transfer for Stereo Matching Mar 12, 2024 Domain Generalization Pseudo Label
Code Code Available Gradient Alignment for Cross-Domain Face Anti-Spoofing Feb 29, 2024 Domain Generalization Face Anti-Spoofing
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 