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Domain Generalization

1760 directly classified papers

Papers per year

Papers

DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning CVPR 2024
Improving robustness to corruptions with multiplicative weight perturbations NIPS 2024
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment CVPR 2024
Density-Regression: Efficient and Distance-aware Deep Regressor for Uncertainty Estimation under Distribution Shifts AISTATS 2024
Collaborating Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024
Compound Text-Guided Prompt Tuning via Image-Adaptive Cues AAAI 2024
Towards generalisable and calibrated audio deepfake detection with self-supervised representations INTERSPEECH 2024
AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer NIPS 2024
Noise-aware Speech Enhancement using Diffusion Probabilistic Model INTERSPEECH 2024
Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024
Magnum JUCSE at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes SEMEVAL 2024
Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification AAAI 2024
Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification INTERSPEECH 2024
Template Free Reconstruction of Human-object Interaction with Procedural Interaction Generation CVPR 2024
Habitat Synthetic Scenes Dataset (HSSD-200): An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation CVPR 2024
DualPure: An Efficient Adversarial Purification Method for Speech Command Recognition INTERSPEECH 2024
Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection AISTATS 2024
Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024
Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms AAAI 2024
Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024
Improving Multilingual ASR Robustness to Errors in Language Input INTERSPEECH 2024
Object-Aware Domain Generalization for Object Detection AAAI 2024
Learning Generalized Segmentation for Foggy-Scenes by Bi-directional Wavelet Guidance AAAI 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024