Dianbo Liu
- GFlowOut: Dropout with Generative Flow Networks
2022/10/24 by Dianbo Liu, Liu, Dianbo, Moksh Jain +23 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
- Stateful active facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning
2022/10/04 by Dianbo Liu, Vedant Shah, Liu, Dianbo +15 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management
- Representation Collapsing Problems in Vector Quantization
2024/11/25 by Wenhao Zhao, Zhao, Wenhao, Rushi Shah +4 · 4 citations
Engineering · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Analysis and Transform Methods #Photonic and Optical Devices
- Masked Generative Priors Improve World Models Sequence Modelling Capabilities
2024/10/10 by Cristian Meo, Mircea Lică, Meo, Cristian +15 · 4 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Simulation Techniques and Applications
- Reusable Slotwise Mechanisms
2023/02/21 by Trang Nguyen, Nguyen, Trang, Amin Mansouri +11 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving
2019/10/23 by Rulin Shao, Hongyu He, Shao, Rulin +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Mobile Crowdsensing and Crowdsourcing
- Causal Inference in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems
2023/10/05 by Trang Nguyen, Nguyen, Trang, Alexander Tong +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Bioinformatics and Genomic Networks #FOS: Biological sciences #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Molecular Networks (q-bio.MN) #Single-cell and spatial transcriptomics
- Attention Schema in Neural Agents
2023/05/27 by Dianbo Liu, Liu, Dianbo, Samuele Bolotta +7 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function
- DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation of Self-Reported Pain
2017/08/09 by Dianbo Liu, Fengjiao Peng, Liu, Dianbo +7 · 1 citation
Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Pain Management and Placebo Effect
- Emergent Hierarchical Monosemantic Neurons from the Group-Contrastive Forward-Forward Algorithm
2026/07/13 by Yiming Tang, Qinglin Qi, Zhaoqian Yao +2
#cs.CV #cs.AI