Derek Lim
- Humanity's Last Exam
2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 106 citations
#cs.LG #cs.AI #cs.CL
- Sign and Basis Invariant Networks for Spectral Graph Representation Learning
2022/02/25 by Derek Lim, Joshua A. Robinson, Lim, Derek +11 · 16 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- OpenAI GPT-5 System Card
2025/12/19 by Aaditya Singh, Adam Fry, Adam Perelman +483 · 2 voices · 36 citations
#cs.CL #cs.AI
- Not all <i>SCN1A</i> epileptic encephalopathies are Dravet syndrome
2017/08/09 by Lynette G. Sadleir, Emily I. Mountier, Emily Mountier +354 · 3 citations
Medicine · Biochemistry, Genetics and Molecular Biology · #Epilepsy research and treatment #Genomics and Rare Diseases #Genetics and Neurodevelopmental Disorders
- A Canonicalization Perspective on Invariant and Equivariant Learning
2024/05/28 by George Ma, Ma, George, Yifei Wang +7 · 6 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Graph Metanetworks for Processing Diverse Neural Architectures
2023/12/07 by Derek Lim, Haggai Maron, Lim, Derek +7 · 5 citations
Computer Science · Materials Science · #Neural Networks and Applications #Machine Learning in Materials Science
- Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning
2023/06/24 by Sharut Gupta, Gupta, Sharut, Joshua Robinson +7 · 4 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis
- ResNet and Asymmetric ResNet Weights, for "The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof"
2024/05/30 by Derek Lim, Lim, Derek, Robin Walters +6 · 5 citations
Computer Science · #Neural Networks and Applications
- Expertise and Dynamics within Crowdsourced Musical Knowledge Curation: A\n Case Study of the Genius Platform
2020/06/14 by Derek Lim, Lim, Derek, Austin R. Benson +1 · 2 citations
Computer Science · Physics and Astronomy · #Music and Audio Processing #Opinion Dynamics and Social Influence #Complex Network Analysis Techniques
- Doubly Stochastic Subspace Clustering
2020/11/30 by Derek Lim, René Vidal, Lim, Derek +3 · 2 citations
Computer Science · Engineering · #Face and Expression Recognition #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
- Learning on LoRAs: GL-Equivariant Processing of Low-Rank Weight Spaces for Large Finetuned Models
2024/10/05 by Theo, Putterman, Theo, Derek Lim +7 · 4 citations
Earth and Planetary Sciences · Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Seismic Imaging and Inversion Techniques
- Equivariant Polynomials for Graph Neural Networks
2023/02/22 by Omri Puny, Puny, Omri, Derek Lim +7 · 2 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel Computing and Optimization Techniques