TroL: Traversal of Layers for Large Language and Vision Models
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2406.12246
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Published
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33
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
a
paper
10 days ago
upvoted
5
papers
about 1 month ago
Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck
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2204.02735
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3
Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing
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2402.15151
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7
CoLLaVO: Crayon Large Language and Vision mOdel
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2402.11248
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18
MoAI: Mixture of All Intelligence for Large Language and Vision Models
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2403.07508
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73
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
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2405.15574
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Published
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52
upvoted
4
papers
3 months ago
Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network
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2204.02738
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3
Causal Unsupervised Semantic Segmentation
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2310.07379
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2
Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning
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2307.07250
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2
Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression
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2303.01052
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3