Jonathan Lorraine

lorraine2's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

authored 3 papers 2 months ago

JacNet: Learning Functions with Structured Jacobians

Paper • 2408.13237 • Published Aug 23, 2024 • 1

Variance Reduction for Expectations with Diffusion Teachers

Paper • 2605.21489 • Published May 21 • 1

NVIDIA OmniDreams: Real-Time Generative World Model for Closed-Loop Autonomous Vehicle Simulation

Paper • 2606.03159 • Published Jun 2 • 23

authored 2 papers 7 months ago

Score Distillation Sampling for Audio: Source Separation, Synthesis, and Beyond

Paper • 2505.04621 • Published May 7, 2025 • 2

Motion Attribution for Video Generation

Paper • 2601.08828 • Published Jan 13 • 72

authored 2 papers over 1 year ago

Multi-student Diffusion Distillation for Better One-step Generators

Paper • 2410.23274 • Published Oct 30, 2024 • 2

LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models

Paper • 2411.09595 • Published Nov 14, 2024 • 78

authored 13 papers about 2 years ago

Using Large Language Models for Hyperparameter Optimization

Paper • 2312.04528 • Published Dec 7, 2023 • 1

Graph Metanetworks for Processing Diverse Neural Architectures

Paper • 2312.04501 • Published Dec 7, 2023 • 1

Scalable Nested Optimization for Deep Learning

Paper • 2407.01526 • Published Jul 1, 2024 • 4

Improving Hyperparameter Optimization with Checkpointed Model Weights

Paper • 2406.18630 • Published Jun 26, 2024 • 2

Training Data Attribution via Approximate Unrolled Differentiation

Paper • 2405.12186 • Published May 20, 2024 • 1

Task Selection for AutoML System Evaluation

Paper • 2208.12754 • Published Aug 26, 2022 • 1

On Implicit Bias in Overparameterized Bilevel Optimization

Paper • 2212.14032 • Published Dec 28, 2022 • 1

Lyapunov Exponents for Diversity in Differentiable Games

Paper • 2112.14570 • Published Dec 24, 2021 • 1

Complex Momentum for Optimization in Games

Paper • 2102.08431 • Published Feb 16, 2021 • 1

Input Convex Gradient Networks

Paper • 2111.12187 • Published Nov 23, 2021 • 1

Meta-Learning to Improve Pre-Training

Paper • 2111.01754 • Published Nov 2, 2021 • 1

Optimizing Millions of Hyperparameters by Implicit Differentiation

Paper • 1911.02590 • Published Nov 6, 2019 • 1

Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions

Paper • 1903.03088 • Published Mar 7, 2019 • 1