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ligongh

authored 6 papers 2 months ago

BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models

Paper • 2406.11675 • Published Jun 17, 2024 • 1

Implicit In-context Learning

Paper • 2405.14660 • Published May 23, 2024

Spectrum-Aware Parameter Efficient Fine-Tuning for Diffusion Models

Paper • 2405.21050 • Published May 31, 2024

SINE: SINgle Image Editing with Text-to-Image Diffusion Models

Paper • 2212.04489 • Published Dec 8, 2022

DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction

Paper • 2308.09223 • Published Aug 18, 2023 • 1

MLLM-as-a-Judge for Image Safety without Human Labeling

Paper • 2501.00192 • Published Dec 31, 2024 • 25

ligongh

authored a paper 5 months ago

DICE: Discrete Inversion Enabling Controllable Editing for Multinomial Diffusion and Masked Generative Models

Paper • 2410.08207 • Published Oct 10, 2024 • 19

cyrilpic

authored a paper 7 months ago

Fast and Accurate Bayesian Optimization with Pre-trained Transformers for Constrained Engineering Problems

Paper • 2404.04495 • Published Apr 6, 2024

cyrilpic

authored 3 papers about 1 year ago

Fast and Accurate Zero-Training Classification for Tabular Engineering Data

Paper • 2401.06948 • Published Jan 13, 2024

From Concept to Manufacturing: Evaluating Vision-Language Models for Engineering Design

Paper • 2311.12668 • Published Nov 21, 2023

DATED: Guidelines for Creating Synthetic Datasets for Engineering Design Applications

Paper • 2305.09018 • Published May 15, 2023 • 1

ligongh

authored a paper over 1 year ago

SVDiff: Compact Parameter Space for Diffusion Fine-Tuning

Paper • 2303.11305 • Published Mar 20, 2023