Picture for Mathias Niepert

Mathias Niepert

Preference-Based Gradient Estimation for ML-Based Approximate Combinatorial Optimization

Add code
Feb 26, 2025
Viaarxiv icon

Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks

Add code
Feb 20, 2025
Viaarxiv icon

Tractable Transformers for Flexible Conditional Generation

Add code
Feb 11, 2025
Viaarxiv icon

On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation

Add code
Feb 05, 2025
Figure 1 for On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
Figure 2 for On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
Figure 3 for On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
Figure 4 for On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
Viaarxiv icon

Adaptive Width Neural Networks

Add code
Jan 27, 2025
Viaarxiv icon

MolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning

Add code
Oct 10, 2024
Figure 1 for MolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning
Figure 2 for MolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning
Figure 3 for MolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning
Viaarxiv icon

LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model

Add code
Oct 03, 2024
Figure 1 for LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model
Figure 2 for LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model
Figure 3 for LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model
Figure 4 for LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Model
Viaarxiv icon

Discrete Copula Diffusion

Add code
Oct 02, 2024
Figure 1 for Discrete Copula Diffusion
Figure 2 for Discrete Copula Diffusion
Figure 3 for Discrete Copula Diffusion
Figure 4 for Discrete Copula Diffusion
Viaarxiv icon

A Looming Replication Crisis in Evaluating Behavior in Language Models? Evidence and Solutions

Add code
Sep 30, 2024
Figure 1 for A Looming Replication Crisis in Evaluating Behavior in Language Models? Evidence and Solutions
Figure 2 for A Looming Replication Crisis in Evaluating Behavior in Language Models? Evidence and Solutions
Figure 3 for A Looming Replication Crisis in Evaluating Behavior in Language Models? Evidence and Solutions
Figure 4 for A Looming Replication Crisis in Evaluating Behavior in Language Models? Evidence and Solutions
Viaarxiv icon

Active Learning for Neural PDE Solvers

Add code
Aug 02, 2024
Viaarxiv icon