Zhuang Liu
- Densely Connected Convolutional Networks
2016/08/25 by Gao Huang, Zhuang Liu, Huang, Gao +5 · 3 voices · 546 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Transformers without Normalization
2025/03/13 by Jiachen Zhu, Xinlei Chen, Zhu, Jiachen +7 · 20 voices · 23 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CL #cs.CV #cs.LG
- Deep Networks with Stochastic Depth
2016/03/30 by Gao Huang, Yu Sun, Huang, Gao +8 · 3 voices · 82 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #cs.CV #cs.LG #cs.NE
- A ConvNet for the 2020s
2022/01/10 by Zhuang Liu, Hanzi Mao, Liu, Zhuang +9 · 4 voices · 392 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #cs.CV
- A Simple and Effective Pruning Approach for Large Language Models
2023/06/20 by Mingjie Sun, Ming-Jie Sun, Zhuang Liu +6 · 2 voices · 123 citations
Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- ImageBind: One Embedding Space To Bind Them All
2023/05/09 by Rohit Girdhar, Alaaeldin El-Nouby, Girdhar, Rohit +11 · 2 voices · 181 citations
Computer Science · #cs.CV #cs.AI #cs.LG #cs.MM
- A ConvNet for the 2020s
2022/06/01 by Zhuang Liu, Hanzi Mao, Chao-Yuan Wu +3 · 248 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
- Snapshot Ensembles: Train 1, get M for free
2017/04/01 by Gao Huang, Yixuan Li, Huang, Gao +9 · 1 voice · 25 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #cs.LG
- Neural Network Diffusion
2024/02/20 by Kai Wang, Dongwen Tang, Wang, Kai +17 · 1 voice · 6 citations
#cs.LG #cs.CV
- ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders
2023/01/02 by Sanghyun Woo, Woo, Sanghyun, Shoubhik Debnath +11 · 106 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs
2024/01/11 by Shengbang Tong, Zhuang Liu, Tong, Shengbang +9 · 121 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- Learning Efficient Convolutional Networks through Network Slimming
2017/08/22 by Zhuang Liu, Liu, Zhuang, Jianguo Li +9 · 37 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MetaMorph: Multimodal Understanding and Generation via Instruction Tuning
2024/12/18 by Shengbang Tong, David Fan, Tong, Shengbang +17 · 5 voices · 57 citations
#cs.CV
- LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
2024/10/22 by Xiaoqian Shen, Shen, Xiaoqian, Yunyang Xiong +31 · 78 citations
Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Rethinking the Value of Network Pruning
2018/10/11 by Zhuang Liu, Mingjie Sun, Liu, Zhuang +7 · 25 citations
Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Massive Activations in Large Language Models
2024/02/27 by Ming-Jie Sun, Sun, Mingjie, Xinlei Chen +5 · 47 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Idiosyncrasies in Large Language Models
2025/02/17 by Ming-Jie Sun, Mingjie Sun, Sun, Mingjie +9 · 6 voices · 10 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Scaling Language-Free Visual Representation Learning
2025/04/01 by David Fan, Fan, David, Shengbang Tong +19 · 3 voices · 22 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- Deconstructing Denoising Diffusion Models for Self-Supervised Learning
2024/01/25 by Xinlei Chen, Chen, Xinlei, Zhuang Liu +5 · 15 citations
Computer Science · #Image and Signal Denoising Methods
- Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning
2020/03/09 by Yinbo Chen, Chen, Yinbo, Zhuang Liu +7 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning
2023/06/13 by Arnav Chavan, Zhuang Liu, Chavan, Arnav +7 · 6 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- MSeg: A Composite Dataset for Multi-domain Semantic Segmentation
2021/12/27 by John Lambert, Lambert, John, Zhuang Liu +7 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Microbiome-based stratification to guide dietary interventions to improve human health
2020/07/20 by Zhuang Liu, Berna de Vries, Jacoline Gerritsen +2 · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Diet and metabolism studies #Epigenetics and DNA Methylation #Gut microbiota and health
- A Coefficient Makes SVRG Effective
2023/11/09 by Yida Yin, Zhiqiu Xu, Yin, Yida +7 · 3 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
- ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy
2023/11/15 by Kirill Vishniakov, Zhiqiang Shen, Vishniakov, Kirill +3 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Increasing carbohydrate availability in the hindgut promotes hypothalamic neurotransmitter synthesis: aromatic amino acids linking the microbiota–brain axis
2019/04/21 by Kan Gao, Yu Pi, Chun‐Long Mu +5 · 2 citations
Psychology · Biochemistry, Genetics and Molecular Biology · Neuroscience · #Neuroendocrine regulation and behavior #Gut microbiota and health #Tryptophan and brain disorders
- Stronger Normalization-Free Transformers
2025/12/11 by Mingzhi Chen, Chen, Mingzhi, Taiming Lu +7 · 2 voices
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CL #cs.CV #cs.LG
- Spatiotemporal single-cell roadmap of human skin wound healing
2024/12/26 by Zhuang Liu, Xiaowei Bian, Lihua Luo +21 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · Engineering · #Single-cell and spatial transcriptomics #CAR-T cell therapy research #3D Printing in Biomedical Research
- Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space
2022/01/03 by Arnav Chavan, Zhiqiang Shen, Chavan, Arnav +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Dropout Reduces Underfitting
2023/03/02 by Zhuang Liu, Liu, Zhuang, Zhiqiu Xu +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- A optimization framework for herbal prescription planning based on deep reinforcement learning
2023/04/25 by Kuo Yang, Zecong Yu, Yang, Kuo +17 · 1 citation
Medicine · #Acupuncture Treatment Research Studies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Traditional Chinese Medicine Analysis #Traditional Chinese Medicine Studies
- CEO-Bench: Can Agents Play the Long Game?
2026/06/16 by Haozhe Chen, Karthik Narasimhan, Zhuang Liu · 6 voices
#cs.AI #cs.CL #cs.SE