Picture for James Diffenderfer

James Diffenderfer

SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning

Add code
Apr 28, 2024
Figure 1 for SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
Figure 2 for SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
Figure 3 for SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
Figure 4 for SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning
Viaarxiv icon

End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver

Add code
Apr 17, 2024
Viaarxiv icon

Adversarial Robustness Limits via Scaling-Law and Human-Alignment Studies

Add code
Apr 14, 2024
Viaarxiv icon

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Add code
Mar 18, 2024
Figure 1 for Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
Figure 2 for Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
Figure 3 for Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
Figure 4 for Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression
Viaarxiv icon

GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations

Add code
Feb 19, 2024
Figure 1 for GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
Figure 2 for GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
Figure 3 for GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
Figure 4 for GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
Viaarxiv icon

When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks

Add code
Dec 12, 2023
Figure 1 for When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks
Figure 2 for When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks
Figure 3 for When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks
Figure 4 for When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks
Viaarxiv icon

DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training

Add code
Oct 03, 2023
Figure 1 for DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training
Figure 2 for DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training
Figure 3 for DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training
Figure 4 for DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training
Viaarxiv icon

Neural Image Compression: Generalization, Robustness, and Spectral Biases

Add code
Jul 17, 2023
Figure 1 for Neural Image Compression: Generalization, Robustness, and Spectral Biases
Figure 2 for Neural Image Compression: Generalization, Robustness, and Spectral Biases
Figure 3 for Neural Image Compression: Generalization, Robustness, and Spectral Biases
Figure 4 for Neural Image Compression: Generalization, Robustness, and Spectral Biases
Viaarxiv icon

Efficient Multi-Prize Lottery Tickets: Enhanced Accuracy, Training, and Inference Speed

Add code
Sep 26, 2022
Figure 1 for Efficient Multi-Prize Lottery Tickets: Enhanced Accuracy, Training, and Inference Speed
Figure 2 for Efficient Multi-Prize Lottery Tickets: Enhanced Accuracy, Training, and Inference Speed
Figure 3 for Efficient Multi-Prize Lottery Tickets: Enhanced Accuracy, Training, and Inference Speed
Figure 4 for Efficient Multi-Prize Lottery Tickets: Enhanced Accuracy, Training, and Inference Speed
Viaarxiv icon

Models Out of Line: A Fourier Lens on Distribution Shift Robustness

Add code
Jul 08, 2022
Figure 1 for Models Out of Line: A Fourier Lens on Distribution Shift Robustness
Figure 2 for Models Out of Line: A Fourier Lens on Distribution Shift Robustness
Figure 3 for Models Out of Line: A Fourier Lens on Distribution Shift Robustness
Figure 4 for Models Out of Line: A Fourier Lens on Distribution Shift Robustness
Viaarxiv icon