Byung-Kwan Lee

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authored a paper 7 days ago

GenRecal: Generation after Recalibration from Large to Small Vision-Language Models

Paper • 2506.15681 • Published 8 days ago • 36

authored a paper 16 days ago

Are Vision-Language Models Truly Understanding Multi-vision Sensor?

Paper • 2412.20750 • Published Dec 30, 2024 • 20

authored a paper 7 months ago

VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models

Paper • 2412.01822 • Published Dec 2, 2024 • 15

authored a paper 9 months ago

Phantom of Latent for Large Language and Vision Models

Paper • 2409.14713 • Published Sep 23, 2024 • 30

authored a paper 10 months ago

SPARK: Multi-Vision Sensor Perception and Reasoning Benchmark for Large-scale Vision-Language Models

Paper • 2408.12114 • Published Aug 22, 2024 • 14

authored 2 papers about 1 year ago

TroL: Traversal of Layers for Large Language and Vision Models

Paper • 2406.12246 • Published Jun 18, 2024 • 36

Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24, 2024 • 56

authored 7 papers over 1 year ago

MoAI: Mixture of All Intelligence for Large Language and Vision Models

Paper • 2403.07508 • Published Mar 12, 2024 • 77

Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning

Paper • 2307.07250 • Published Jul 14, 2023 • 2

Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression

Paper • 2303.01052 • Published Mar 2, 2023 • 3

Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck

Paper • 2204.02735 • Published Apr 6, 2022 • 4

Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network

Paper • 2204.02738 • Published Apr 6, 2022 • 3

Causal Unsupervised Semantic Segmentation

Paper • 2310.07379 • Published Oct 11, 2023 • 3

CoLLaVO: Crayon Large Language and Vision mOdel

Paper • 2402.11248 • Published Feb 17, 2024 • 23