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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification AAAI 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024
Object-Aware Domain Generalization for Object Detection AAAI 2024
Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process AAAI 2024
Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024
Learning Generalized Segmentation for Foggy-Scenes by Bi-directional Wavelet Guidance AAAI 2024
Taming False Positives in Out-of-Distribution Detection with Human Feedback AISTATS 2024
Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024
Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024
Preserving Fairness Generalization in Deepfake Detection CVPR 2024
Your Transferability Barrier is Fragile: Free-Lunch for Transferring the Non-Transferable Learning CVPR 2024
The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NIPS 2024
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection NIPS 2024
On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation CVPR 2024
Self-supervised Speech Representations Still Struggle with African American Vernacular English INTERSPEECH 2024
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024
NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms ACL 2024
WHiSER: White House Tapes Speech Emotion Recognition Corpus INTERSPEECH 2024
What Does it Take to Generalize SER Model Across Datasets? A Comprehensive Benchmark INTERSPEECH 2024
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data EMNLP 2024
Adding User Feedback To Enhance CB-Whisper INTERSPEECH 2024
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment NIPS 2024
Out-of-distribution generalisation in spoken language understanding INTERSPEECH 2024
Grounding Partially-Defined Events in Multimodal Data EMNLP 2024
Learning Content-Enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation AAAI 2024