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Domain Generalization

1760 directly classified papers

Papers per year

Papers

OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models ACL 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval ACL 2024
Memory-Efficient Prompt Tuning for Incremental Histopathology Classification AAAI 2024
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media ACL 2024
Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024
ALVIN: Active Learning Via INterpolation EMNLP 2024
Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024
NoisyMix: Boosting Model Robustness to Common Corruptions AISTATS 2024
Transportable Representations for Domain Generalization AAAI 2024
Robust Synthetic-to-Real Transfer for Stereo Matching CVPR 2024
Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024
Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning AAAI 2024
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment NIPS 2024
Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification AAAI 2024
Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms AAAI 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NIPS 2024
Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process AAAI 2024
Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024
Object-Aware Domain Generalization for Object Detection AAAI 2024
Geometry-Guided Domain Generalization for Monocular 3D Object Detection AAAI 2024
DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024
SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition NIPS 2024