Enriching Patent Claim Generation with European Patent Dataset May 18, 2025 Domain Generalization
Code Code Available Regularized Fine-grained Meta Face Anti-spoofing Nov 25, 2019 Domain Generalization Face Anti-Spoofing
Code Code Available Enhancing Learnable Descriptive Convolutional Vision Transformer for Face Anti-Spoofing Mar 29, 2025 Descriptive Domain Generalization
Code Code Available When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits Mar 5, 2025 Domain Generalization Fact Checking
Code Code Available Enhance the Visual Representation via Discrete Adversarial Training Sep 16, 2022 Domain Generalization image-classification
Code Code Available CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning Aug 9, 2024 Contrastive Learning Deep Learning
Code Code Available A New Dataset Based on Images Taken by Blind People for Testing the Robustness of Image Classification Models Trained for ImageNet Categories Jan 1, 2023 Adversarial Robustness Classification
Code Code Available All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm Sep 7, 2023 All Domain Generalization
Code Code Available Variational Resampling Based Assessment of Deep Neural Networks under Distribution Shift Jun 7, 2019 Domain Adaptation Domain Generalization
Code Code Available Hallucinating Agnostic Images to Generalize Across Domains Aug 3, 2018 Domain Adaptation Domain Generalization
Code Code Available EllSeg-Gen, towards Domain Generalization for head-mounted eyetracking May 4, 2022 Domain Generalization Gaze Estimation
Code Code Available EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification Nov 9, 2023 Brain Computer Interface Classification
Code Code Available 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track Jan 12, 2023 Data Augmentation Domain Adaptation
Code Code Available Dynamic Proxy Domain Generalizes the Crowd Localization by Better Binary Segmentation Apr 22, 2024 Binary Classification Domain Generalization
Code Code Available Dynamic-Pix2Pix: Noise Injected cGAN for Modeling Input and Target Domain Joint Distributions with Limited Training Data Nov 15, 2022 Domain Generalization
Code Code Available Rethinking Domain Generalization: Discriminability and Generalizability Sep 28, 2023 Domain Generalization
Code Code Available Counterfactual Maximum Likelihood Estimation for Training Deep Networks Jun 7, 2021 counterfactual Domain Generalization
Code Code Available DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization Dec 12, 2024 Contrastive Learning Domain Generalization
Code Code Available Cooperative Learning of Disjoint Syntax and Semantics Feb 25, 2019 Domain Generalization Natural Language Inference
Code Code Available TripleE: Easy Domain Generalization via Episodic Replay Oct 4, 2022 Diversity Domain Generalization
Code Code Available DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Oct 21, 2024 Abstractive Text Summarization Domain Generalization
Code Code Available Domain Separation Networks Aug 22, 2016 Domain Adaptation Domain Generalization
Code Code Available Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts May 29, 2024 Domain Generalization parameter-efficient fine-tuning
Code Code Available Rethinking Robustness in Machine Learning: A Posterior Agreement Approach Mar 20, 2025 Domain Generalization
Code Code Available Rethinking Table Instruction Tuning Jan 24, 2025 Domain Generalization
Code Code Available Domain Information Control at Inference Time for Acoustic Scene Classification Jun 13, 2023 Acoustic Scene Classification Domain Generalization
Code Code Available Domain-independent detection of known anomalies Jul 3, 2024 Anomaly Detection
Code Code Available Teaching Dense Retrieval Models to Specialize with Listwise Distillation and LLM Data Augmentation Feb 27, 2025 Data Augmentation Domain Generalization
Code Code Available RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images Mar 22, 2024 Domain Generalization Test-time Adaptation
Code Code Available X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification Mar 6, 2024 Domain Generalization Instruction Following
Code Code Available Adversarial Teacher-Student Representation Learning for Domain Generalization Dec 1, 2021 Data Augmentation Domain Generalization
Code Code Available Advancing Generalizable Remote Physiological Measurement through the Integration of Explicit and Implicit Prior Knowledge Mar 11, 2024 Domain Generalization
Code Code Available Consistency Regularization for Domain Generalization with Logit Attribution Matching May 13, 2023 Data Augmentation Domain Generalization
Code Code Available ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Nov 24, 2021 Contrastive Learning Domain Generalization
Code Code Available Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Sep 4, 2024 Domain Generalization Semi-Supervised Domain Generalization
Code Code Available ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments Dec 11, 2023 domain classification Domain Generalization
Code Code Available Conditional entropy minimization principle for learning domain invariant representation features Jan 25, 2022 Domain Generalization
Code Code Available Robust AI-Generated Face Detection with Imbalanced Data May 4, 2025 DeepFake Detection Domain Generalization
Code Code Available Domain Generalized Object Detection for Remote Sensing Images Jul 7, 2023 Domain Generalization Management
Code Code Available ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization Mar 14, 2024 Classification Disentanglement
Code Code Available Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap Feb 6, 2024 Domain Generalization Quantization
Code Code Available Domain Generalization with Vital Phase Augmentation Dec 27, 2023 Data Augmentation Domain Generalization
Code Code Available When Neural Networks Fail to Generalize? A Model Sensitivity Perspective Dec 1, 2022 Data Augmentation Domain Generalization
Code Code Available When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation Jun 7, 2019 Data Augmentation Domain Adaptation
Code Code Available Robust Fine-Tuning of Vision-Language Models for Domain Generalization Nov 3, 2023 Domain Generalization Few-Shot Learning
Code Code Available Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation Dec 19, 2024 Domain Generalization Image Segmentation
Code Code Available Domain Generalization with Fourier Transform and Soft Thresholding Sep 18, 2023 Domain Generalization Image Augmentation
Code Code Available Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models Jun 15, 2024 Domain Generalization
Code Code Available Domain Generalization with Correlated Style Uncertainty Dec 20, 2022 Domain Generalization Retrieval
Code Code Available Domain Generalization via Semi-supervised Meta Learning Sep 26, 2020 Domain Generalization Meta-Learning
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