Yufan Zhou
21 papers · 2020–2025 · 9 conferences · across top CS/AI conferences
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Keywords
large language model
(5)
text-to-image generation
(4)
diffusion model
(3)
multimodal learning
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generative adversarial network
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image generation
(2)
text-rich image
(2)
language-free training
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zero-shot learning
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cross-modal learning
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preference optimization
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transformer efficiency
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imitation learning
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knowledge editing
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text-to-image synthesis
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semi-supervised learning
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human action generation
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variational inference
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temporal grounding
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video understanding
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Papers
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
ICCV 2025
Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos
ICLR 2025
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
EMNLP 2025
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
ICLR 2025
Numerical Pruning for Efficient Autoregressive Models
AAAI 2025
ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models
WACV 2025
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation
COLING 2025
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
ICLR 2025
TRINS: Towards Multimodal Language Models that Can Read
CVPR 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
ACL 2024
Customization Assistant for Text-to-Image Generation
CVPR 2024
TextLap: Customizing Language Models for Text-to-Layout Planning
EMNLP 2024
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
ICLR 2024
Shifted Diffusion for Text-to-Image Generation
CVPR 2023
Towards Language-Free Training for Text-to-Image Generation
CVPR 2022
TiGAN: Text-Based Interactive Image Generation and Manipulation
AAAI 2022
MixKD: Towards Efficient Distillation of Large-scale Language Models
ICLR 2021
Meta-Learning with Neural Tangent Kernels
ICLR 2021
Variational Adversarial Kernel Learned Imitation Learning
AAAI 2020
Learning Manifold Implicitly via Explicit Heat-Kernel Learning
NIPS 2020
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions
AAAI 2020