Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks Dec 17, 2024 Domain Generalization Graph Learning
Code Code Available Domain Generalization in Autonomous Driving: Evaluating YOLOv8s, RT-DETR, and YOLO-NAS with the ROAD-Almaty Dataset Dec 16, 2024 Autonomous Driving Domain Adaptation
— Unverified Meta Curvature-Aware Minimization for Domain Generalization Dec 16, 2024 Domain Generalization Meta-Learning
— Unverified Federated Domain Generalization with Label Smoothing and Balanced Decentralized Training Dec 16, 2024 Domain Generalization Federated Learning
— Unverified PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection Dec 16, 2024 Data Augmentation Domain Generalization
Code Code Available Learning Latent Spaces for Domain Generalization in Time Series Forecasting Dec 15, 2024 Domain Generalization Time Series
— Unverified Guidance Not Obstruction: A Conjugate Consistent Enhanced Strategy for Domain Generalization Dec 13, 2024 Domain Generalization
— Unverified DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization Dec 12, 2024 Contrastive Learning Domain Generalization
Code Code Available Towards Robust and Fair Vision Learning in Open-World Environments Dec 12, 2024 Continual Learning Domain Adaptation
— Unverified MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning Dec 12, 2024 Domain Generalization General Knowledge
— Unverified 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 CAT: Class Aware Adaptive Thresholding for Semi-Supervised Domain Generalization Dec 11, 2024 Domain Generalization Semi-Supervised Domain Generalization
— Unverified Learning to Reason via Self-Iterative Process Feedback for Small Language Models Dec 11, 2024 Domain Generalization GSM8K
— Unverified Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models Dec 10, 2024 Data Visualization Domain Generalization
Code Code Available Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization Dec 10, 2024 Domain Generalization Prompt Learning
— Unverified From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation Dec 7, 2024 Contrastive Learning Domain Generalization
— Unverified GAQAT: gradient-adaptive quantization-aware training for domain generalization Dec 7, 2024 Domain Generalization Quantization
— Unverified A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges Dec 6, 2024 Domain Generalization Language Modeling
— Unverified SoRA: Singular Value Decomposed Low-Rank Adaptation for Domain Generalizable Representation Learning Dec 5, 2024 Domain Adaptation Domain Generalization
Code Code Available MegaCOIN: Enhancing Medium-Grained Color Perception for Vision-Language Models Dec 5, 2024 Benchmarking Domain Generalization
— Unverified Structure-Aware Stylized Image Synthesis for Robust Medical Image Segmentation Dec 5, 2024 Domain Generalization Image Generation
Code Code Available Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification Dec 5, 2024 Diversity Domain Generalization
— Unverified Is Large-Scale Pretraining the Secret to Good Domain Generalization? Dec 3, 2024 Domain Generalization
— Unverified DIR: Retrieval-Augmented Image Captioning with Comprehensive Understanding Dec 2, 2024 Caption Generation Domain Generalization
— Unverified A Cross-Scene Benchmark for Open-World Drone Active Tracking Dec 1, 2024 Domain Generalization
— Unverified 