TroL: Traversal of Layers for Large Language and Vision Models
Paper
•
2406.12246
•
Published
•
34
Yong Man Ro
dwightro
AI & ML interests
Multimodal Deep learning, Integrating Vision, Speech, and Language for AI, Multimodal Object and Motion Detection/recognition, Inclusive Human Multimodal Conversation, Analysis for Competency, Interpretability, Memorability, and Robustness of Deep learning Model,
Multimodal Prompt with Large scale model, Computer Vision and Multimedia
Organizations
dwightro's activity
upvoted
6
papers
5 months ago
Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck
Paper
•
2204.02735
•
Published
•
4
Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing
Paper
•
2402.15151
•
Published
•
7
CoLLaVO: Crayon Large Language and Vision mOdel
Paper
•
2402.11248
•
Published
•
18
MoAI: Mixture of All Intelligence for Large Language and Vision Models
Paper
•
2403.07508
•
Published
•
75
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
Paper
•
2405.15574
•
Published
•
53
upvoted
4
papers
8 months ago
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network
Paper
•
2204.02738
•
Published
•
3
Causal Unsupervised Semantic Segmentation
Paper
•
2310.07379
•
Published
•
3
Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning
Paper
•
2307.07250
•
Published
•
2
Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression
Paper
•
2303.01052
•
Published
•
3