Zhengbo Wang
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
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The Questioner
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Research topics
Keywords
model compression
(1)
ensemble learning
(1)
neural network optimization
(1)
conditional entropy
(1)
foundation model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
out-of-distribution detection
(1)
vision-language model
(1)
prompt generation
(1)
gradient adjustment
(1)
zero-shot classification
(1)
contrastive language-image pretraining
(1)
few-shot classification
(1)
fine tuning
(1)
collaborative training
(1)
black box
(1)
unsupervised fine-tuning
(1)
marginal entropy
(1)
gaussian discriminant analysis
(1)
Papers
LoRA-Pro: Are Low-Rank Adapters Properly Optimized?
ICLR 2025
A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation
ICLR 2024
Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models
ICML 2024
Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization
ICML 2024