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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 5 of 6: papers 401 to 500 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.

• Explore and Exploit the Diverse Knowledge in Model Zoo for Domain Generalization
  5 Jun 2023 0 repositories listed
• The Tunnel Effect: Building Data Representations in Deep Neural Networks
  31 May 2023 0 repositories listed
• Out-of-Distribution Generalization in Text Classification: Past, Present, and Future
  23 May 2023 0 repositories listed
• SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization
  19 May 2023 0 repositories listed
• On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code
  6 May 2023 0 repositories listed
• Invariant Representations in Deep Learning for Optoacoustic Imaging
  29 Apr 2023 0 repositories listed
• Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics
  27 Apr 2023 0 repositories listed
• Implicit Counterfactual Data Augmentation for Robust Learning
  26 Apr 2023 0 repositories listed
• On the Generalization of Learned Structured Representations
  25 Apr 2023 0 repositories listed
• Out-of-Variable Generalization for Discriminative Models
  16 Apr 2023 0 repositories listed
• Predictive Heterogeneity: Measures and Applications
  1 Apr 2023 0 repositories listed
• A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias
  23 Mar 2023 0 repositories listed
• Generalization of Quantum Machine Learning Models Using Quantum Fisher Information Metric
  23 Mar 2023 0 repositories listed
• RotoGBML: Towards Out-of-Distribution Generalization for Gradient-Based Meta-Learning
  12 Mar 2023 0 repositories listed
• What Is Missing in IRM Training and Evaluation? Challenges and Solutions
  4 Mar 2023 0 repositories listed
• In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance
  25 Feb 2023 0 repositories listed
• Reusable Slotwise Mechanisms
  21 Feb 2023 0 repositories listed
• Improving the Out-Of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough
  18 Feb 2023 0 repositories listed
• Improving Out-of-Distribution Generalization of Neural Rerankers with Contextualized Late Interaction
  13 Feb 2023 0 repositories listed
• An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning
  9 Feb 2023 0 repositories listed
• Domain Generalization Emerges from Dreaming
  2 Feb 2023 0 repositories listed
• Invariant Meta Learning for Out-of-Distribution Generalization
  26 Jan 2023 0 repositories listed
• Causality-based Dual-Contrastive Learning Framework for Domain Generalization
  22 Jan 2023 0 repositories listed
• 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track
  12 Jan 2023 0 repositories listed
• 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track
  12 Jan 2023 0 repositories listed
• Exploring Optimal Substructure for Out-of-distribution Generalization via Feature-targeted Model Pruning
  19 Dec 2022 0 repositories listed
• On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization
  18 Dec 2022 0 repositories listed
• Robust Graph Representation Learning via Predictive Coding
  9 Dec 2022 0 repositories listed
• Penalizing Confident Predictions on Largely Perturbed Inputs Does Not Improve Out-of-Distribution Generalization in Question Answering
  29 Nov 2022 0 repositories listed
• Malign Overfitting: Interpolation Can Provably Preclude Invariance
  28 Nov 2022 0 repositories listed
• Exploiting Personalized Invariance for Better Out-of-distribution Generalization in Federated Learning
  21 Nov 2022 0 repositories listed
• On the Informativeness of Supervision Signals
  2 Nov 2022 0 repositories listed
• Learning Latent Structural Causal Models
  24 Oct 2022 0 repositories listed
• Functional Indirection Neural Estimator for Better Out-of-distribution Generalization
  23 Oct 2022 0 repositories listed
• ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization
  17 Oct 2022 0 repositories listed
• Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap
  9 Oct 2022 0 repositories listed
• Achieving and Understanding Out-of-Distribution Generalization in Systematic Reasoning in Small-Scale Transformers
  7 Oct 2022 0 repositories listed
• Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems
  7 Oct 2022 0 repositories listed
• EiHi Net: Out-of-Distribution Generalization Paradigm
  29 Sep 2022 0 repositories listed
• Bag of Tricks for Out-of-Distribution Generalization
  23 Aug 2022 0 repositories listed
• Meta-Causal Feature Learning for Out-of-Distribution Generalization
  22 Aug 2022 0 repositories listed
• Pro-tuning: Unified Prompt Tuning for Vision Tasks
  28 Jul 2022 0 repositories listed
• Exploring the Design of Adaptation Protocols for Improved Generalization and Machine Learning Safety
  26 Jul 2022 0 repositories listed
• Exploring Length Generalization in Large Language Models
  11 Jul 2022 0 repositories listed
• Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology
  20 Jun 2022 0 repositories listed
• Finding Diverse and Predictable Subgraphs for Graph Domain Generalization
  19 Jun 2022 0 repositories listed
• The Importance of Background Information for Out of Distribution Generalization
  17 Jun 2022 0 repositories listed
• Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization
  15 Jun 2022 0 repositories listed
• On the Generalization and Adaption Performance of Causal Models
  9 Jun 2022 0 repositories listed
• (Im)possibility of Collective Intelligence
  5 Jun 2022 0 repositories listed
• Model Generation with Provable Coverability for Offline Reinforcement Learning
  1 Jun 2022 0 repositories listed
• PAC Generalization via Invariant Representations
  30 May 2022 0 repositories listed
• Comparison of Deep Learning Segmentation and Multigrader-annotated Mandibular Canals of Multicenter CBCT scans
  27 May 2022 0 repositories listed
• Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization
  24 May 2022 0 repositories listed
• Wavelet-Based Hybrid Machine Learning Model for Out-of-distribution Internet Traffic Prediction
  9 May 2022 0 repositories listed
• Causal Reasoning Meets Visual Representation Learning: A Prospective Study
  26 Apr 2022 0 repositories listed
• VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization
  25 Apr 2022 0 repositories listed
• Out-of-distribution generalization for learning quantum dynamics
  21 Apr 2022 0 repositories listed
• Knowledge-Spreader: Learning Facial Action Unit Dynamics with Extremely Limited Labels
  30 Mar 2022 0 repositories listed
• Compound Domain Generalization via Meta-Knowledge Encoding
  24 Mar 2022 0 repositories listed
• Out-of-distribution Generalization with Causal Invariant Transformations
  22 Mar 2022 0 repositories listed
• Vision-Based Manipulators Need to Also See from Their Hands
  15 Mar 2022 0 repositories listed
• Gradient Masked Averaging for Federated Learning
  28 Jan 2022 0 repositories listed
• Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
  28 Jan 2022 0 repositories listed
• SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models
  16 Jan 2022 0 repositories listed
• OOD-GNN: Out-of-Distribution Generalized Graph Neural Network
  7 Dec 2021 0 repositories listed
• An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers
  1 Dec 2021 0 repositories listed
• Overparameterization Improves Robustness to Covariate Shift in High Dimensions
  1 Dec 2021 0 repositories listed
• Deformation Robust Roto-Scale-Translation Equivariant CNNs
  22 Nov 2021 0 repositories listed
• Covariate Shift in High-Dimensional Random Feature Regression
  16 Nov 2021 0 repositories listed
• Case-based Reasoning for Better Generalization in Textual Reinforcement Learning
  16 Oct 2021 0 repositories listed
• Towards Robust Waveform-Based Acoustic Models
  16 Oct 2021 0 repositories listed
• A Closer Look at Distribution Shifts and Out-of-Distribution Generalization on Graphs
  29 Sep 2021 0 repositories listed
• An Empirical Study of Pre-trained Models on Out-of-distribution Generalization
  29 Sep 2021 0 repositories listed
• BLOOD: Bi-level Learning Framework for Out-of-distribution Generalization
  29 Sep 2021 0 repositories listed
• Brain insights improve RNNs' accuracy and robustness for hierarchical control of continually learned autonomous motor motifs
  29 Sep 2021 0 repositories listed
• Domain-wise Adversarial Training for Out-of-Distribution Generalization
  29 Sep 2021 0 repositories listed
• Invariant Causal Representation Learning for Out-of-Distribution Generalization
  29 Sep 2021 0 repositories listed
• Locally Invariant Explanations: Towards Causal Explanations through Local Invariant Learning
  29 Sep 2021 0 repositories listed
• Transformers are Meta-Reinforcement Learners
  29 Sep 2021 0 repositories listed
• Adaptive Pseudo-labeling for Quantum Calculations
  24 Sep 2021 0 repositories listed
• Target Languages (vs. Inductive Biases) for Learning to Act and Plan
  15 Sep 2021 0 repositories listed
• Towards Out-Of-Distribution Generalization: A Survey
  31 Aug 2021 0 repositories listed
• BloomNet: A Robust Transformer based model for Bloom's Learning Outcome Classification
  16 Aug 2021 0 repositories listed
• Exploring Out-of-Distribution Generalization in Text Classifiers Trained on Tobacco-3482 and RVL-CDIP
  5 Aug 2021 0 repositories listed
• Generalization of graph network inferences in higher-order graphical models
  12 Jul 2021 0 repositories listed
• Representation Learning for Out-of-distribution Generalization in Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Robust Representation Learning via Perceptual Similarity Metrics
  11 Jun 2021 0 repositories listed
• Towards a Theoretical Framework of Out-of-Distribution Generalization
  8 Jun 2021 0 repositories listed
• Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?
  5 Jun 2021 0 repositories listed
• Paired Examples as Indirect Supervision in Latent Decision Models
  5 Apr 2021 0 repositories listed
• S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning
  10 Mar 2021 0 repositories listed
• Out-of-distribution generalization of internal models is correlated with reward
  9 Mar 2021 0 repositories listed
• An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization
  25 Feb 2021 0 repositories listed
• Out-of-Distribution Generalization Analysis via Influence Function
  21 Jan 2021 0 repositories listed
• Supervised Transfer Learning at Scale for Medical Imaging
  14 Jan 2021 0 repositories listed
• Conditional Networks
  1 Jan 2021 0 repositories listed
• Invariant Causal Representation Learning
  1 Jan 2021 0 repositories listed
• Out-of-Distribution Classification and Clustering
  1 Jan 2021 0 repositories listed
• Transferability of Compositionality
  1 Jan 2021 0 repositories listed