Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization Dec 24, 2024 Denoising Domain Generalization
Code Code Available 5 Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models Oct 1, 2023 Diagnostic Diversity
Code Code Available 5 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track Jan 12, 2023 Data Augmentation Domain Adaptation
Code Code Available 5 Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration Feb 22, 2024 counterfactual Domain Generalization
Code Code Available 5 Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction May 23, 2023 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available 5 CAMME: Adaptive Deepfake Image Detection with Multi-Modal Cross-Attention May 23, 2025 DeepFake Detection Domain Generalization
Code Code Available 5 CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth Apr 3, 2019 3D Depth Estimation Depth Estimation
Code Code Available 5 Domain-aware Triplet loss in Domain Generalization Mar 1, 2023 Clustering Domain Generalization
Code Code Available 5 Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels Aug 7, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization May 26, 2023 Abstractive Text Summarization Domain Generalization
Code Code Available 5 Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Jun 30, 2023 Domain Generalization In-Context Learning
Code Code Available 5 Domain-agnostic Question-Answering with Adversarial Training Oct 21, 2019 Domain Generalization Question Answering
Code Code Available 5 Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation Dec 14, 2022 Brain Computer Interface Data Augmentation
Code Code Available 5 Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis Sep 7, 2024 Data Augmentation Domain Generalization
Code Code Available 5 Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation Sep 25, 2023 Contrastive Learning Domain Generalization
Code Code Available 5 Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve Feb 7, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 Magnification Generalization for Histopathology Image Embedding Jan 18, 2021 Breast Cancer Histology Image Classification Classification Of Breast Cancer Histology Images
Code Code Available 5 Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets Jul 20, 2022 Domain Generalization
Code Code Available 5 All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm Sep 7, 2023 All Domain Generalization
Code Code Available 5 Meta Distribution Alignment for Generalizable Person Re-Identification Jan 1, 2022 Domain Generalization Generalizable Person Re-identification
Code Code Available 5 DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Oct 13, 2020 Domain Generalization Image Segmentation
Code Code Available 5 Clustering-based Image-Text Graph Matching for Domain Generalization Oct 4, 2023 Clustering Domain Generalization
Code Code Available 5 Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization Jul 21, 2024 Domain Generalization parameter-efficient fine-tuning
Code Code Available 5 Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition Mar 21, 2022 Domain Generalization named-entity-recognition
Code Code Available 5 Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI May 9, 2025 4k Domain Generalization
Code Code Available 5 