Daquan Zhou
26 papers · 2019–2026 · 7 venues · across top CS/AI venues
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diffusion model
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semantic segmentation
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vision transformer
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image generation
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image classification
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object detection
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large language model
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diffusion transformer
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mobile network
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knowledge distillation
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transfer learning
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model architecture
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text-to-image generation
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video generation
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Papers
Enhancing Spatial Understanding in Image Generation via Reward Modeling
CVPR 2026
Unified Latent Space for Understanding and Generation via Semantic Auto-encoder
CVPR 2026
AR-1-to-3: Single Image to Consistent 3D Object via Next-View Prediction
ICCV 2025
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
ICML 2025
InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
ICLR 2024
LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
NeurIPS 2024
MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration
EMNLP 2024
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought
CVPR 2024
StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
NeurIPS 2024
Dataset Quantization
ICCV 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-efficient Fine-Tuning
ICCV 2023
Diffusion Probabilistic Model Made Slim
CVPR 2023
Expanding Small-Scale Datasets with Guided Imagination
NeurIPS 2023
PPG Reloaded: An Empirical Study on What Matters in Phasic Policy Gradient
ICML 2023
Deep Model Reassembly
NeurIPS 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning
NeurIPS 2022
Sharpness-Aware Training for Free
NeurIPS 2022
Shunted Self-Attention via Multi-Scale Token Aggregation
CVPR 2022
Understanding The Robustness in Vision Transformers
ICML 2022
All Tokens Matter: Token Labeling for Training Better Vision Transformers
NeurIPS 2021
AutoSpace: Neural Architecture Search With Less Human Interference
ICCV 2021
Coordinate Attention for Efficient Mobile Network Design
CVPR 2021
ConvBERT: Improving BERT with Span-based Dynamic Convolution
NeurIPS 2020
Neural Epitome Search for Architecture-Agnostic Network Compression
ICLR 2020
Rethinking Bottleneck Structure for Efficient Mobile Network Design
ECCV 2020
PANet: Few-Shot Image Semantic Segmentation With Prototype Alignment
ICCV 2019