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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024
OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models ACL 2024
Class Distribution Shifts in Zero-Shot Learning: Learning Robust Representations NIPS 2024
Can LLM Graph Reasoning Generalize beyond Pattern Memorization? EMNLP 2024
Domain Generalisation via Risk Distribution Matching WACV 2024
Active Reinforcement Learning for Robust Building Control AAAI 2024
Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024
GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models NIPS 2024
Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains ACL 2024
Measuring the Robustness of NLP Models to Domain Shifts EMNLP 2024
Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks EMNLP 2024
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics WACV 2024
A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect EMNLP 2024
Symmetric Self-Paced Learning for Domain Generalization AAAI 2024
Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024
Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? EACL 2024
How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics EMNLP 2024
Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering EMNLP 2024
Agnostic Multi-Robust Learning using ERM AISTATS 2024
DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024
A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024
Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering EACL 2024
Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms AAAI 2024
Compound Text-Guided Prompt Tuning via Image-Adaptive Cues AAAI 2024