Picture for Ian Covert

Ian Covert

Locality Alignment Improves Vision-Language Models

Add code
Oct 14, 2024
Figure 1 for Locality Alignment Improves Vision-Language Models
Figure 2 for Locality Alignment Improves Vision-Language Models
Figure 3 for Locality Alignment Improves Vision-Language Models
Figure 4 for Locality Alignment Improves Vision-Language Models
Viaarxiv icon

Scaling Laws for the Value of Individual Data Points in Machine Learning

Add code
May 30, 2024
Figure 1 for Scaling Laws for the Value of Individual Data Points in Machine Learning
Figure 2 for Scaling Laws for the Value of Individual Data Points in Machine Learning
Figure 3 for Scaling Laws for the Value of Individual Data Points in Machine Learning
Figure 4 for Scaling Laws for the Value of Individual Data Points in Machine Learning
Viaarxiv icon

Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution

Add code
Jan 29, 2024
Figure 1 for Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
Figure 2 for Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
Figure 3 for Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
Figure 4 for Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
Viaarxiv icon

Feature Selection in the Contrastive Analysis Setting

Add code
Oct 27, 2023
Viaarxiv icon

On the Robustness of Removal-Based Feature Attributions

Add code
Jun 12, 2023
Figure 1 for On the Robustness of Removal-Based Feature Attributions
Figure 2 for On the Robustness of Removal-Based Feature Attributions
Figure 3 for On the Robustness of Removal-Based Feature Attributions
Figure 4 for On the Robustness of Removal-Based Feature Attributions
Viaarxiv icon

Estimating Conditional Mutual Information for Dynamic Feature Selection

Add code
Jun 05, 2023
Figure 1 for Estimating Conditional Mutual Information for Dynamic Feature Selection
Figure 2 for Estimating Conditional Mutual Information for Dynamic Feature Selection
Figure 3 for Estimating Conditional Mutual Information for Dynamic Feature Selection
Figure 4 for Estimating Conditional Mutual Information for Dynamic Feature Selection
Viaarxiv icon

Learning to Maximize Mutual Information for Dynamic Feature Selection

Add code
Jan 02, 2023
Figure 1 for Learning to Maximize Mutual Information for Dynamic Feature Selection
Figure 2 for Learning to Maximize Mutual Information for Dynamic Feature Selection
Figure 3 for Learning to Maximize Mutual Information for Dynamic Feature Selection
Figure 4 for Learning to Maximize Mutual Information for Dynamic Feature Selection
Viaarxiv icon

Learning to Estimate Shapley Values with Vision Transformers

Add code
Jun 10, 2022
Figure 1 for Learning to Estimate Shapley Values with Vision Transformers
Figure 2 for Learning to Estimate Shapley Values with Vision Transformers
Figure 3 for Learning to Estimate Shapley Values with Vision Transformers
Figure 4 for Learning to Estimate Shapley Values with Vision Transformers
Viaarxiv icon

FastSHAP: Real-Time Shapley Value Estimation

Add code
Jul 15, 2021
Figure 1 for FastSHAP: Real-Time Shapley Value Estimation
Figure 2 for FastSHAP: Real-Time Shapley Value Estimation
Figure 3 for FastSHAP: Real-Time Shapley Value Estimation
Figure 4 for FastSHAP: Real-Time Shapley Value Estimation
Viaarxiv icon

Disrupting Model Training with Adversarial Shortcuts

Add code
Jun 30, 2021
Figure 1 for Disrupting Model Training with Adversarial Shortcuts
Figure 2 for Disrupting Model Training with Adversarial Shortcuts
Figure 3 for Disrupting Model Training with Adversarial Shortcuts
Figure 4 for Disrupting Model Training with Adversarial Shortcuts
Viaarxiv icon