Chaoya Jiang
11 papers · 2022–2025 · 7 venues · across top CS/AI venues
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Machine Learning
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Keywords
vision-language pre-training
(4)
multimodal large language model
(3)
contrastive learning
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in-context learning
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cross-modal learning
(2)
representation learning
(2)
multimodal learning
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vision transformer
(2)
multi-image reasoning
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data augmentation
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language model evaluation
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direct preference optimization
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efficient computing
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computational efficiency
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semantic similarity
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preference optimization
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model comparison
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mutual information
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instruction tuning
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cross-modal representation
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Papers
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
CVPR 2025
Enhancing In-Context Learning via Implicit Demonstration Augmentation
ACL 2024
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
CVPR 2024
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
NeurIPS 2024
MIBench: Evaluating Multimodal Large Language Models over Multiple Images
EMNLP 2024
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization
ICLR 2024
TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training
AAAI 2024
BUS: Efficient and Effective Vision-Language Pre-Training with Bottom-Up Patch Summarization.
ICCV 2023
Exploiting Pseudo Image Captions for Multimodal Summarization
ACL 2023
Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation
ACL 2023
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection
EMNLP 2022