Browse State-of-the-Art › Out-of-Distribution Generalization › Papers, page 4

Out-of-Distribution Generalization

Papers archive 2025-07-28

archive papers tagged: 516 · with a code link: 258 · where Syntology ran a sample: 119 (98 with a run with no instrument failure, 21 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (119 of 516 tagged: 98 with a run with no instrument failure, 21 where every run was a failure of Syntology's instrument)

Page 4 of 6: papers 301 to 400 of 516, 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.

• Geometry Matters: Benchmarking Scientific ML Approaches for Flow Prediction around Complex Geometries
  31 Dec 2024 0 repositories listed
• Towards Compatible Fine-tuning for Vision-Language Model Updates
  30 Dec 2024 0 repositories listed
• Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model
  24 Dec 2024 0 repositories listed
• Deliberative Alignment: Reasoning Enables Safer Language Models
  20 Dec 2024 0 repositories listed
• Benign Overfitting in Out-of-Distribution Generalization of Linear Models
  19 Dec 2024 0 repositories listed
• P3-PO: Prescriptive Point Priors for Visuo-Spatial Generalization of Robot Policies
  9 Dec 2024 0 repositories listed
• Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization
  6 Dec 2024 0 repositories listed
• Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models
  4 Dec 2024 0 repositories listed
• Learning Ensembles of Vision-based Safety Control Filters
  2 Dec 2024 0 repositories listed
• Causal Adjacency Learning for Spatiotemporal Prediction Over Graphs
  25 Nov 2024 0 repositories listed
• SALSA: Soup-based Alignment Learning for Stronger Adaptation in RLHF
  4 Nov 2024 0 repositories listed
• Progression: an extrapolation principle for regression
  30 Oct 2024 0 repositories listed
• VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning
  30 Oct 2024 0 repositories listed
• On the Role of Depth and Looping for In-Context Learning with Task Diversity
  29 Oct 2024 0 repositories listed
• Towards Robust Out-of-Distribution Generalization: Data Augmentation and Neural Architecture Search Approaches
  25 Oct 2024 0 repositories listed
• Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing
  22 Oct 2024 0 repositories listed
• A Complexity-Based Theory of Compositionality
  18 Oct 2024 0 repositories listed
• Feature-guided score diffusion for sampling conditional densities
  15 Oct 2024 0 repositories listed
• ALVIN: Active Learning Via INterpolation
  11 Oct 2024 0 repositories listed
• AHA: Human-Assisted Out-of-Distribution Generalization and Detection
  10 Oct 2024 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Visual Scratchpads: Enabling Global Reasoning in Vision
  10 Oct 2024 0 repositories listed
• Can Transformers Reason Logically? A Study in SAT Solving
  9 Oct 2024 0 repositories listed
• SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation
  3 Oct 2024 0 repositories listed
• A Model-Constrained Discontinuous Galerkin Network (DGNet) for Compressible Euler Equations with Out-of-Distribution Generalization
  27 Sep 2024 0 repositories listed
• Robustness of AI-based weather forecasts in a changing climate
  27 Sep 2024 0 repositories listed
• Scalable quantum dynamics compilation via quantum machine learning
  24 Sep 2024 0 repositories listed
• A Survey of Out-of-distribution Generalization for Graph Machine Learning from a Causal View
  15 Sep 2024 0 repositories listed
• DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution Generalization
  13 Sep 2024 0 repositories listed
• NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework
  27 Aug 2024 0 repositories listed
• DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization
  8 Aug 2024 0 repositories listed
• Label Augmentation for Neural Networks Robustness
  4 Aug 2024 0 repositories listed
• Establishing Causal Relationship Between Whole Slide Image Predictions and Diagnostic Evidence Subregions in Deep Learning
  24 Jul 2024 0 repositories listed
• Distilling Vision-Language Foundation Models: A Data-Free Approach via Prompt Diversification
  21 Jul 2024 0 repositories listed
• Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design
  15 Jul 2024 0 repositories listed
• Improving Graph Out-of-distribution Generalization on Real-world Data
  14 Jul 2024 0 repositories listed
• Adaptive Prediction Ensemble: Improving Out-of-Distribution Generalization of Motion Forecasting
  12 Jul 2024 0 repositories listed
• SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning
  3 Jul 2024 0 repositories listed
• Perks and Pitfalls of Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs
  21 Jun 2024 0 repositories listed
• Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models
  18 Jun 2024 0 repositories listed
• Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex
  16 Jun 2024 0 repositories listed
• Is Programming by Example solved by LLMs?
  12 Jun 2024 0 repositories listed
• Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation
  4 Jun 2024 0 repositories listed
• Explicitly Encoding Structural Symmetry is Key to Length Generalization in Arithmetic Tasks
  4 Jun 2024 0 repositories listed
• Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift
  2 Jun 2024 0 repositories listed
• Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data
  27 May 2024 0 repositories listed
• Causal-aware Graph Neural Architecture Search under Distribution Shifts
  26 May 2024 0 repositories listed
• Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning
  25 May 2024 0 repositories listed
• Text-to-Model: Text-Conditioned Neural Network Diffusion for Train-Once-for-All Personalization
  23 May 2024 0 repositories listed
• What Variables Affect Out-of-Distribution Generalization in Pretrained Models?
  23 May 2024 0 repositories listed
• Automated Text Identification Using CNN and Training Dynamics
  18 May 2024 0 repositories listed
• An Information-Theoretic Framework for Out-of-Distribution Generalization with Applications to Stochastic Gradient Langevin Dynamics
  29 Mar 2024 0 repositories listed
• On the Benefits of Over-parameterization for Out-of-Distribution Generalization
  26 Mar 2024 0 repositories listed
• SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine
  25 Mar 2024 0 repositories listed
• IBCB: Efficient Inverse Batched Contextual Bandit for Behavioral Evolution History
  24 Mar 2024 0 repositories listed
• Early Period of Training Impacts Adaptation for Out-of-Distribution Generalization: An Empirical Study
  22 Mar 2024 0 repositories listed
• Transfer Learning Beyond Bounded Density Ratios
  18 Mar 2024 0 repositories listed
• Towards Robust Out-of-Distribution Generalization Bounds via Sharpness
  11 Mar 2024 0 repositories listed
• Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation
  8 Mar 2024 0 repositories listed
• A Survey on Evaluation of Out-of-Distribution Generalization
  4 Mar 2024 0 repositories listed
• A Neural Rewriting System to Solve Algorithmic Problems
  27 Feb 2024 0 repositories listed
• Vision Transformers with Natural Language Semantics
  27 Feb 2024 0 repositories listed
• Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective
  13 Feb 2024 0 repositories listed
• On the Out-Of-Distribution Generalization of Multimodal Large Language Models
  9 Feb 2024 0 repositories listed
• Neural Language of Thought Models
  2 Feb 2024 0 repositories listed
• Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey
  22 Jan 2024 0 repositories listed
• InvariantOODG: Learning Invariant Features of Point Clouds for Out-of-Distribution Generalization
  8 Jan 2024 0 repositories listed
• Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs
  7 Jan 2024 0 repositories listed
• Regularized Parameter Uncertainty for Improving Generalization in Reinforcement Learning
  1 Jan 2024 0 repositories listed
• Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift
  29 Dec 2023 0 repositories listed
• Mixture Data for Training Cannot Ensure Out-of-distribution Generalization
  25 Dec 2023 0 repositories listed
• Learning to Reweight for Graph Neural Network
  19 Dec 2023 0 repositories listed
• RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction
  18 Dec 2023 0 repositories listed
• Wild-Tab: A Benchmark For Out-Of-Distribution Generalization In Tabular Regression
  4 Dec 2023 0 repositories listed
• LanGWM: Language Grounded World Model
  29 Nov 2023 0 repositories listed
• Towards out-of-distribution generalization in large-scale astronomical surveys: robust networks learn similar representations
  29 Nov 2023 0 repositories listed
• ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models
  27 Nov 2023 0 repositories listed
• Generalization in medical AI: a perspective on developing scalable models
  9 Nov 2023 0 repositories listed
• What Makes Pre-Trained Visual Representations Successful for Robust Manipulation?
  3 Nov 2023 0 repositories listed
• OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning
  28 Oct 2023 0 repositories listed
• Towards Combinatorial Generalization for Catalysts: A Kohn-Sham Charge-Density Approach
  28 Oct 2023 0 repositories listed
• Winning Prize Comes from Losing Tickets: Improve Invariant Learning by Exploring Variant Parameters for Out-of-Distribution Generalization
  25 Oct 2023 0 repositories listed
• Removing Spurious Concepts from Neural Network Representations via Joint Subspace Estimation
  18 Oct 2023 0 repositories listed
• From Identifiable Causal Representations to Controllable Counterfactual Generation: A Survey on Causal Generative Modeling
  17 Oct 2023 0 repositories listed
• Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations
  14 Oct 2023 0 repositories listed
• Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding
  13 Oct 2023 0 repositories listed
• Trustworthy Machine Learning
  12 Oct 2023 0 repositories listed
• Unlock the Potential of Counterfactually-Augmented Data in Out-Of-Distribution Generalization
  10 Oct 2023 0 repositories listed
• Deep Concept Removal
  9 Oct 2023 0 repositories listed
• Spurious Feature Diversification Improves Out-of-distribution Generalization
  29 Sep 2023 0 repositories listed
• Mitigating Shortcuts in Language Models with Soft Label Encoding
  17 Sep 2023 0 repositories listed
• Application of Zone Method based Physics-Informed Neural Networks in Reheating Furnaces
  30 Aug 2023 0 repositories listed
• Graph Out-of-Distribution Generalization with Controllable Data Augmentation
  16 Aug 2023 0 repositories listed
• Frustratingly Easy Model Generalization by Dummy Risk Minimization
  4 Aug 2023 0 repositories listed
• Phase Matching for Out-of-Distribution Generalization
  24 Jul 2023 0 repositories listed
• Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning
  10 Jul 2023 0 repositories listed
• Open Problem: Learning with Variational Objectives on Measures
  20 Jun 2023 0 repositories listed
• Studying Generalization on Memory-Based Methods in Continual Learning
  16 Jun 2023 0 repositories listed
• Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection
  15 Jun 2023 0 repositories listed
• Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy
  15 Jun 2023 0 repositories listed
• Graph Structure and Feature Extrapolation for Out-of-Distribution Generalization
  13 Jun 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.