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 Multi-Domain Long-Tailed Learning by Augmenting Disentangled Representations Oct 25, 2022 Data Augmentation Disentanglement
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 Multi-dimensional domain generalization with low-rank structures Sep 18, 2023 Domain Generalization
Code Code Available 5 Multilingual Event Linking to Wikidata Apr 13, 2022 Domain Generalization
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 Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation Sep 25, 2023 Contrastive Learning Domain Generalization
Code Code Available 5 MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation Nov 30, 2023 2D Semantic Segmentation Autonomous Driving
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 MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image Segmentation Mar 18, 2024 Data Augmentation Domain Generalization
Code Code Available 5 Modularity Trumps Invariance for Compositional Robustness Jun 15, 2023 Domain Generalization image-classification
Code Code Available 5 MVDG: A Unified Multi-view Framework for Domain Generalization Dec 23, 2021 Domain Generalization Meta-Learning
Code Code Available 5 MuDPT: Multi-modal Deep-symphysis Prompt Tuning for Large Pre-trained Vision-Language Models Jun 20, 2023 Domain Generalization Transfer Learning
Code Code Available 5 Mitigating Label Noise using Prompt-Based Hyperbolic Meta-Learning in Open-Set Domain Generalization Dec 24, 2024 Denoising Domain Generalization
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 Multi-Adversarial Discriminative Deep Domain Generalization for Face Presentation Attack Detection Jun 1, 2019 Domain Generalization Face Anti-Spoofing
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 Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Jun 30, 2023 Domain Generalization In-Context Learning
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 Meta Distribution Alignment for Generalizable Person Re-Identification Jan 1, 2022 Domain Generalization Generalizable Person Re-identification
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 Divergent Domains, Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading Nov 4, 2024 Diabetic Retinopathy Grading Domain Generalization
Code Code Available 5 Distribution-aware Noisy-label Crack Segmentation Oct 12, 2024 Crack Segmentation Domain Generalization
Code Code Available 5 Bootstrap Generalization Ability from Loss Landscape Perspective Sep 18, 2022 Domain Generalization
Code Code Available 5 Distillation-based fabric anomaly detection Jan 4, 2024 Anomaly Detection Defect Detection
Code Code Available 5 Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Jul 26, 2024 Domain Adaptation Domain Generalization
Code Code Available 5 ConStyX: Content Style Augmentation for Generalizable Medical Image Segmentation Jun 12, 2025 Domain Generalization Image Segmentation
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 Discriminative Radial Domain Adaptation Jan 1, 2023 Domain Adaptation Domain Generalization
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 Binary domain generalization for sparsifying binary neural networks Jun 23, 2023 Binarization Domain Generalization
Code Code Available 5 LFME: A Simple Framework for Learning from Multiple Experts in Domain Generalization Oct 22, 2024 Domain Generalization
Code Code Available 5 Discriminative Adversarial Domain Generalization with Meta-learning based Cross-domain Validation Nov 1, 2020 BIG-bench Machine Learning Domain Generalization
Code Code Available 5 Discrete Representations Strengthen Vision Transformer Robustness Nov 20, 2021 Domain Generalization Image Classification
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 Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration Feb 22, 2024 counterfactual Domain Generalization
Code Code Available 5 Hallucinating Agnostic Images to Generalize Across Domains Aug 3, 2018 Domain Adaptation Domain Generalization
Code Code Available 5 Learning to Learn Single Domain Generalization Mar 30, 2020 Domain Generalization Meta-Learning
Code Code Available 5 Beyond Interpretability: The Gains of Feature Monosemanticity on Model Robustness Oct 27, 2024 Domain Generalization Few-Shot Learning
Code Code Available 5 Direct-Effect Risk Minimization for Domain Generalization Nov 26, 2022 Causal Inference Domain Generalization
Code Code Available 5 Learning to Generalize for Cross-domain QA May 14, 2023 Data Augmentation Domain Generalization
Code Code Available 5 Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection from Chest X-rays Feb 27, 2023 Domain Adaptation Domain Generalization
Code Code Available 5 