conftrace_

out-of-distribution generalization

408 papers

Explore in graph

Also known as

OOD GENERALIZATION

Co-occurring keywords

domain generalization (1522) distribution shift (722) representation learning (6206) spurious correlation (279) causal inference (1630) large language model (13587) graph neural network (3962) domain adaptation (4595) transfer learning (5449) data augmentation (3052)

Papers

Tell me why! Explanations support learning relational and causal structure ICML 2022
Composing Partial Differential Equations with Physics-Aware Neural Networks ICML 2022
Out-of-Distribution Generalization With Causal Invariant Transformations CVPR 2022
Functional Indirection Neural Estimator for Better Out-of-distribution Generalization NIPS 2022
Is a Modular Architecture Enough? NIPS 2022
SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation ICML 2022
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning ICML 2022
Neural Attentive Circuits NIPS 2022
A composable machine-learning approach for steady-state simulations on high-resolution grids NIPS 2022
MoCoDA: Model-based Counterfactual Data Augmentation NIPS 2022
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift NIPS 2022
Exploring Length Generalization in Large Language Models NIPS 2022
Supervising Model Attention with Human Explanations for Robust Natural Language Inference AAAI 2022
Amodal Segmentation Through Out-of-Task and Out-of-Distribution Generalization With a Bayesian Model CVPR 2022
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022
Goal Misgeneralization in Deep Reinforcement Learning ICML 2022
Target Languages (vs. Inductive Biases) for Learning to Act and Plan AAAI 2022
OoDHDR-Codec: Out-of-Distribution Generalization for HDR Image Compression AAAI 2022
An Investigation of the (In)effectiveness of Counterfactually Augmented Data ACL 2022
InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples COLING 2022
FOCUS: Familiar Objects in Common and Uncommon Settings ICML 2022
VLUE: A Multi-Task Multi-Dimension Benchmark for Evaluating Vision-Language Pre-training ICML 2022
A Closer Look at Embedding Propagation for Manifold Smoothing JMLR 2022
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ACL 2022
A Rationale-Centric Framework for Human-in-the-loop Machine Learning ACL 2022