Browse State-of-the-Art › Domain Generalization › Papers, page 12
Domain Generalization
Papers archive 2025-07-28
archive papers tagged: 1,751 · with a code link: 859 · where Syntology ran a sample: 271 (233 with a run with no instrument failure, 38 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (271 of 1,751 tagged: 233 with a run with no instrument failure, 38 where every run was a failure of Syntology's instrument)
Page 12 of 18: papers 1,101 to 1,200 of 1,751, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Domain Generalization for 6D Pose Estimation Through NeRF-based Image Synthesis15 Jul 2024 0 repositories listed
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Multiple data sources and domain generalization learning method for road surface defect classification14 Jul 2024 0 repositories listed
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DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding11 Jul 2024 0 repositories listed
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Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Self-Regularization11 Jul 2024 0 repositories listed
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Feature Diversification and Adaptation for Federated Domain Generalization11 Jul 2024 0 repositories listed
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NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning11 Jul 2024 0 repositories listed
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S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation10 Jul 2024 0 repositories listed
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ConvNLP: Image-based AI Text Detection9 Jul 2024 0 repositories listed
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Invariance Principle Meets Vicinal Risk Minimization8 Jul 2024 0 repositories listed
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C³DG: Conditional Domain Generalization for Hyperspectral Imagery Classification with Convergence and Constrained-risk Theories4 Jul 2024 0 repositories listed
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Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners4 Jul 2024 0 repositories listed
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Mixstyle based Domain Generalization for Sound Event Detection with Heterogeneous Training Data4 Jul 2024 0 repositories listed
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Conceptual Codebook Learning for Vision-Language Models2 Jul 2024 0 repositories listed
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Domain Generalizable Knowledge Tracing via Concept Aggregation and Relation-Based Attention2 Jul 2024 0 repositories listed
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Invariant Correlation of Representation with Label1 Jul 2024 0 repositories listed
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Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations30 Jun 2024 0 repositories listed
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FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels29 Jun 2024 0 repositories listed
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Scalable and Domain-General Abstractive Proposition Segmentation28 Jun 2024 0 repositories listed
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Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift27 Jun 2024 0 repositories listed
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Camera-Invariant Meta-Learning Network for Single-Camera-Training Person Re-identification21 Jun 2024 0 repositories listed
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FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation20 Jun 2024 0 repositories listed
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Advancing Cross-Domain Generalizability in Face Anti-Spoofing: Insights, Design, and Metrics18 Jun 2024 0 repositories listed
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17 Jun 2024 0 repositories listed
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Domain Generalization for In-Orbit 6D Pose Estimation17 Jun 2024 0 repositories listed
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Revisiting Spurious Correlation in Domain Generalization17 Jun 2024 0 repositories listed
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CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer13 Jun 2024 0 repositories listed
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FADE: Towards Fairness-aware Augmentation for Domain Generalization via Classifier-Guided Score-based Diffusion Models13 Jun 2024 0 repositories listed
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Learning from Natural Language Explanations for Generalizable Entity Matching13 Jun 2024 0 repositories listed
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Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach11 Jun 2024 0 repositories listed
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Causality-inspired Latent Feature Augmentation for Single Domain Generalization10 Jun 2024 0 repositories listed
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Domain Agnostic Conditional Invariant Predictions for Domain Generalization9 Jun 2024 0 repositories listed
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Domain Generalization Guided by Large-Scale Pre-Trained Priors9 Jun 2024 0 repositories listed
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Diverse Intra- and Inter-Domain Activity Style Fusion for Cross-Person Generalization in Activity Recognition7 Jun 2024 0 repositories listed
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Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning5 Jun 2024 0 repositories listed
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Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation4 Jun 2024 0 repositories listed
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ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models3 Jun 2024 0 repositories listed
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Complex Style Image Transformations for Domain Generalization in Medical Images1 Jun 2024 0 repositories listed
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Domain generalization for retinal vessel segmentation via Hessian-based vector field31 May 2024 0 repositories listed
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Towards a Better Evaluation of Out-of-Domain Generalization30 May 2024 0 repositories listed
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Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation29 May 2024 0 repositories listed
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WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization28 May 2024 0 repositories listed
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Exploring the Impact of Synthetic Data for Aerial-view Human Detection24 May 2024 0 repositories listed
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Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection24 May 2024 0 repositories listed
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Comparative Analysis of Different Efficient Fine Tuning Methods of Large Language Models (LLMs) in Low-Resource Setting21 May 2024 0 repositories listed
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Benchmarking Cross-Domain Audio-Visual Deception Detection11 May 2024 0 repositories listed
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Non-stationary Domain Generalization: Theory and Algorithm10 May 2024 0 repositories listed
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PhysMLE: Generalizable and Priors-Inclusive Multi-task Remote Physiological Measurement10 May 2024 0 repositories listed
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All in One Framework for Multimodal Re-identification in the Wild8 May 2024 0 repositories listed
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Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation8 May 2024 0 repositories listed
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Improving Domain Generalization on Gaze Estimation via Branch-out Auxiliary Regularization2 May 2024 0 repositories listed
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Transitive Vision-Language Prompt Learning for Domain Generalization29 Apr 2024 0 repositories listed
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Mitigating False Predictions In Unreasonable Body Regions24 Apr 2024 0 repositories listed
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DSDRNet: Disentangling Representation and Reconstruct Network for Domain Generalization22 Apr 2024 0 repositories listed
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Federated Transfer Learning with Task Personalization for Condition Monitoring in Ultrasonic Metal Welding20 Apr 2024 0 repositories listed
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Multimodal 3D Object Detection on Unseen Domains17 Apr 2024 0 repositories listed
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Single-temporal Supervised Remote Change Detection for Domain Generalization17 Apr 2024 0 repositories listed
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OmniSSR: Zero-shot Omnidirectional Image Super-Resolution using Stable Diffusion Model16 Apr 2024 0 repositories listed
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SyntStereo2Real: Edge-Aware GAN for Remote Sensing Image-to-Image Translation while Maintaining Stereo Constraint14 Apr 2024 0 repositories listed
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PromptSync: Bridging Domain Gaps in Vision-Language Models through Class-Aware Prototype Alignment and Discrimination11 Apr 2024 0 repositories listed
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UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather8 Apr 2024 0 repositories listed
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Vision transformers in domain adaptation and domain generalization: a study of robustness5 Apr 2024 0 repositories listed
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Domain Generalization through Meta-Learning: A Survey3 Apr 2024 0 repositories listed
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Adaptive Feature Fusion Neural Network for Glaucoma Segmentation on Unseen Fundus Images2 Apr 2024 0 repositories listed
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Semantic Augmentation in Images using Language2 Apr 2024 0 repositories listed
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Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy1 Apr 2024 0 repositories listed
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Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human Matting1 Apr 2024 0 repositories listed
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Domain Generalizable Person Search Using Unreal Dataset31 Mar 2024 0 repositories listed
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From Robustness to Improved Generalization and Calibration in Pre-trained Language Models31 Mar 2024 0 repositories listed
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Multi-channel Time Series Decomposition Network For Generalizable Sensor-Based Activity Recognition28 Mar 2024 0 repositories listed
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Test-Time Domain Generalization for Face Anti-Spoofing28 Mar 2024 0 repositories listed
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Dual Instruction Tuning with Large Language Models for Mathematical Reasoning27 Mar 2024 0 repositories listed
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Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic26 Mar 2024 0 repositories listed
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EAGLE: A Domain Generalization Framework for AI-generated Text Detection23 Mar 2024 0 repositories listed
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Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization22 Mar 2024 0 repositories listed
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RetiGen: A Framework for Generalized Retinal Diagnosis Using Multi-View Fundus Images22 Mar 2024 0 repositories listed
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CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing21 Mar 2024 0 repositories listed
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A Systematic Review of Generalization Research in Medical Image Classification18 Mar 2024 0 repositories listed
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Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction17 Mar 2024 0 repositories listed
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V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions17 Mar 2024 0 repositories listed
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Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification16 Mar 2024 0 repositories listed
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Unknown Domain Inconsistency Minimization for Domain Generalization12 Mar 2024 0 repositories listed
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DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning11 Mar 2024 0 repositories listed
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Interpreting What Typical Fault Signals Look Like via Prototype-matching11 Mar 2024 0 repositories listed
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On the Consideration of AI Openness: Can Good Intent Be Abused?11 Mar 2024 0 repositories listed
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Domain Adversarial Active Learning for Domain Generalization Classification10 Mar 2024 0 repositories listed
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Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation8 Mar 2024 0 repositories listed
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CLIP-Gaze: Towards General Gaze Estimation via Visual-Linguistic Model8 Mar 2024 0 repositories listed
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MMoE: Robust Spoiler Detection with Multi-modal Information and Domain-aware Mixture-of-Experts8 Mar 2024 0 repositories listed
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Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization8 Mar 2024 0 repositories listed
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DomainVerse: A Benchmark Towards Real-World Distribution Shifts For Tuning-Free Adaptive Domain Generalization5 Mar 2024 0 repositories listed
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DIGIC: Domain Generalizable Imitation Learning by Causal Discovery29 Feb 2024 0 repositories listed
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DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition28 Feb 2024 0 repositories listed
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Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization28 Feb 2024 0 repositories listed
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ArcSin: Adaptive ranged cosine Similarity injected noise for Language-Driven Visual Tasks27 Feb 2024 0 repositories listed
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Assessing generalization capability of text ranking models in Polish22 Feb 2024 0 repositories listed
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Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis22 Feb 2024 0 repositories listed
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A synthetic data approach for domain generalization of NLI models19 Feb 2024 0 repositories listed
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Quantified Task Misalignment to Inform PEFT: An Exploration of Domain Generalization and Catastrophic Forgetting in CLIP14 Feb 2024 0 repositories listed
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MetaTra: Meta-Learning for Generalized Trajectory Prediction in Unseen Domain13 Feb 2024 0 repositories listed
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Generalizing across Temporal Domains with Koopman Operators12 Feb 2024 0 repositories listed