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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Modality-agnostic Domain Generalizable Medical Image Segmentation by Multi-Frequency in Multi-Scale Attention CVPR 2024
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation CVPR 2024
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation CVPR 2024
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NIPS 2024
Single Domain Generalization for Crowd Counting CVPR 2024
OmniGlue: Generalizable Feature Matching with Foundation Model Guidance CVPR 2024
Learning Degradation-Independent Representations for Camera ISP Pipelines CVPR 2024
Transfer CLIP for Generalizable Image Denoising CVPR 2024
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media ACL 2024
PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning ACL 2024
Attribute Diversity Determines the Systematicity Gap in VQA EMNLP 2024
Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains ACL 2024
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation NIPS 2024
NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms ACL 2024
A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024
Compound Text-Guided Prompt Tuning via Image-Adaptive Cues AAAI 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024
DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024
Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024
Multilingual Diversity Improves Vision-Language Representations NIPS 2024
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks NIPS 2024