David Cox
- Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
2023/05/04 by Zhiqing Sun, Yikang Shen, Sun, Zhiqing +13 · 2 voices · 41 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.LG
- ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation
2020/07/09 by Chuang Gan, Gan, Chuang, J. Schwartz +44 · 38 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
- Deep Predictive Coding Networks for Video Prediction and Unsupervised\n Learning
2016/05/25 by William Lotter, Gabriel Kreiman, Lotter, William +3 · 25 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC) #Visual Attention and Saliency Detection
- ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box\n Optimization
2019/10/14 by Xiangyi Chen, Sijia Liu, Chen, Xiangyi +11 · 23 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Granite Code Models: A Family of Open Foundation Models for Code Intelligence
2024/05/07 by Mayank Mishra, Matt Stallone, Mishra, Mayank +88 · 35 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research
- ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers
2022/04/20 by Kaizhi Qian, Qian, Kaizhi, Heting Gao +12 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler
2024/08/23 by Yikang Shen, Matthew Stallone, Shen, Yikang +16 · 1 voice · 8 citations
Computer Science · Engineering · #Experimental Learning in Engineering #Low-power high-performance VLSI design #VLSI and Analog Circuit Testing #cs.AI #cs.CL #cs.LG
- SALMON: Self-Alignment with Instructable Reward Models
2023/10/09 by Zhiqing Sun, Sun, Zhiqing, Yikang Shen +13 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
- PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
2021/06/10 by Cheng-I Lai, Lai, Cheng-I Jeff, Alexander H. Liu +16 · 8 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in\n Untrimmed Sequences
2020/01/29 by Rosaura G. VidalMata, Walter J. Scheirer, VidalMata, Rosaura G. +7 · 5 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
2024/06/27 by Ibrahim Abdelaziz, Kinjal Basu, Abdelaziz, Ibrahim +49 · 12 citations
Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
- Self-supervised Moving Vehicle Tracking with Stereo Sound
2019/10/25 by Chuang Gan, Hang Zhao, Gan, Chuang +7 · 5 citations
Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- LAB: Large-Scale Alignment for ChatBots
2024/03/02 by Shivchander Sudalairaj, Abhishek Bhandwaldar, Sudalairaj, Shivchander +9 · 9 citations
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
2024/06/17 by Junmo Kang, Leonid Karlinsky, Kang, Junmo +17 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Roadmap on atomic-scale semiconductor devices
2025/01/10 by Steven R. Schofield, A. J. Fisher, Eran Ginossar +47 · 1 voice · 9 citations
Engineering · Materials Science · Physics and Astronomy · #Electronic and Structural Properties of Oxides #Semiconductor Quantum Structures and Devices #Semiconductor materials and devices
- Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks
2021/10/26 by Yonggan Fu, Qixuan Yu, Fu, Yonggan +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence
2025/02/14 by Leonid Karlinsky, Granite Vision Team, Assaf Arbelle +119 · 10 citations
Business, Management and Accounting · #Competitive and Knowledge Intelligence
- ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
2022/11/17 by Paola Cascante-Bonilla, Smith, James Seale, Assaf Arbelle +16 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications
- Neural Population Geometry Reveals the Role of Stochasticity in Robust Perception
2021/11/12 by Joel Dapello, Dapello, Joel, Jenelle Feather +13 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC) #Physical Unclonable Functions (PUFs) and Hardware Security
- Scaling Granite Code Models to 128K Context
2024/07/18 by Matt Stallone, Vaibhav Saxena, Stallone, Matt +41 · 4 citations
Engineering · Materials Science · #Advanced Surface Polishing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #High-Velocity Impact and Material Behavior #Metallurgy and Material Forming #Software Engineering (cs.SE)
- Computational design of sequence-specific DNA-binding proteins
2023/09/21 by Cameron J. Glasscock, Robert Pecoraro, Ryan McHugh +17 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · #Bacterial Genetics and Biotechnology #CRISPR and Genetic Engineering #RNA and protein synthesis mechanisms
- A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram\n Classification
2017/07/21 by William Lotter, Greg Sorensen, Lotter, William +3 · 1 citation
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- A neural network trained to predict future video frames mimics critical\n properties of biological neuronal responses and perception
2018/05/27 by William Lotter, Lotter, William, Gabriel Kreiman +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Neuroscience · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #Visual perception and processing mechanisms
- Near-Field Scanning Microwave Microscopy in the Single Photon Regime
2019/02/21 by Shaun Geaney, David Cox, Geaney, S. +13 · 1 citation
Engineering · Physics and Astronomy · #Applied Physics (physics.app-ph) #FOS: Physical sciences #Mechanical and Optical Resonators #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Near-Field Optical Microscopy #Optics (physics.optics) #Photonic and Optical Devices
- Lifelong Object Detection
2020/09/02 by Zhou Wang, Zhou, Wang, Shiyu Chang +7 · 1 citation
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
- The infrastructure powering IBM's Gen AI model development
2024/07/07 by Talia Gershon, Seetharami Seelam, Gershon, Talia +241 · 2 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Digital Transformation in Industry #Distributed #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Parallel #Robotics and Automated Systems #and Cluster Computing (cs.DC)
- Granite Embedding Models
2025/02/27 by Parul Awasthy, Aashka Trivedi, Awasthy, Parul +39 · 3 citations
Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Advanced Graph Neural Networks
- Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering
2025/05/29 by Zeng, Guangtao, M.-H. Herman Shen, Delin Chen +18 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Tensor Switching Networks
2016/10/31 by Chuan-Yung Tsai, Tsai, Chuan-Yung, Andrew Saxe +3 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural and Evolutionary Computing (cs.NE) #Tensor decomposition and applications
- Serial Diffusion Tensor Imaging In Vivo Predicts Long-Term Functional Recovery and Histopathology in Rats following Different Severities of Spinal Cord Injury
2015/12/09 by Samir P. Patel, Taylor D. Smith, Jenna L. VanRooyen +6 · 1 citation
Medicine · #Advanced Neuroimaging Techniques and Applications #Spinal Cord Injury Research #Spinal Dysraphism and Malformations
- Granite Embedding R2 Models
2025/08/26 by Parul Awasthy, Awasthy, Parul, Aashka Trivedi +36 · 4 citations
Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Natural Language Processing Techniques