ICML 2023 Workshop SCIS Submissions

Fairness-Preserving Regularizer: Balancing Core and Spurious Features
ICML 2023 Workshop SCIS Submission95 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Identifying and Disentangling Spurious Features in Pretrained Image Representations
ICML 2023 Workshop SCIS Submission93 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Pruning for Better Domain Generalizability
ICML 2023 Workshop SCIS Submission92 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Regularizing Adversarial Imitation Learning Using Causal Invariance
ICML 2023 Workshop SCIS Submission89 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Spuriosity Didn’t Kill the Classifier: Using Invariant Predictions to Harness Spurious Features
ICML 2023 Workshop SCIS Submission88 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift
ICML 2023 Workshop SCIS Submission87 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Spurious Correlations and Where to Find Them
ICML 2023 Workshop SCIS Submission86 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Confident feature ranking
ICML 2023 Workshop SCIS Submission84 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Calibrated Propensities for Causal Effect Estimation
ICML 2023 Workshop SCIS Submission83 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Understanding the Detrimental Class-level Effects of Data Augmentation
ICML 2023 Workshop SCIS Submission82 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Transportable Representations for Out-of-distribution Generalization
ICML 2023 Workshop SCIS Submission81 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Feature Selection in the Presence of Monotone Batch Effects
ICML 2023 Workshop SCIS Submission80 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Exploring new ways: Enforcing representational dissimilarity to learn new features and reduce error consistency
ICML 2023 Workshop SCIS Submission79 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms
ICML 2023 Workshop SCIS Submission78 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Oral
- Readers: Everyone
Policy Improvement Over an Alternate Observation Space
ICML 2023 Workshop SCIS Submission77 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks
ICML 2023 Workshop SCIS Submission76 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Separating multimodal modeling from multidimensional modeling for multimodal learning
ICML 2023 Workshop SCIS Submission75 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Do as your neighbors: Invariant learning through non-parametric neighbourhood matching
ICML 2023 Workshop SCIS Submission74 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Leveraging sparse and shared feature activations for disentangled representation learning
ICML 2023 Workshop SCIS Submission73 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Implications of Gaussian process kernel mismatch for out-of-distribution data
ICML 2023 Workshop SCIS Submission71 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Robustness through Data Augmentation Loss Consistency
ICML 2023 Workshop SCIS Submission68 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Learning Diverse Features in Vision Transformers for Improved Generalization
ICML 2023 Workshop SCIS Submission67 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Saving a Split for Last-layer Retraining can Improve Group Robustness without Group Annotations
ICML 2023 Workshop SCIS Submission66 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
ERM++: An Improved Baseline for Domain Generalization
ICML 2023 Workshop SCIS Submission64 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge
ICML 2023 Workshop SCIS Submission63 Authors
- Published: 20 Jun 2023, Last Modified: 28 Jul 2023
- SCIS 2023 Poster
- Readers: Everyone