- DeepNet: Scaling Transformers to 1,000 Layers
2022/03/01 by Hongyu Wang, Shuming Ma, Wang, Hongyu +10 · 2 voices · 25 citations
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Ferroelectric and Negative Capacitance Devices #Advanced Neural Network Applications
- One-shot Learning with Memory-Augmented Neural Networks
2016/05/19 by Adam Santoro, Sergey Bartunov, Santoro, Adam +7 · 1 voice · 46 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Geophysical Methods and Applications
- DensePose From WiFi
2022/12/31 by Jiaqi Geng, Geng, Jiaqi, Dong Huang +3 · 14 voices · 2 citations
Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #Indoor and Outdoor Localization Technologies #IoT-based Smart Home Systems #cs.CV
- Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming
1995/11/01 by Michel X. Goemans, David P. Williamson · 318 citations
Computer Science · Mathematics · Engineering · #Complexity and Algorithms in Graphs #Advanced Optimization Algorithms Research #Smart Parking Systems Research
- PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
2017/06/07 by Charles R. Qi, Qi, Charles R., Yi Li +6 · 1159 citations
Engineering · Earth and Planetary Sciences · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Robotics and Sensor-Based Localization
- A discrete numerical model for granular assemblies
1979/03/01 by Peter Cundall, P. A. Cundall, O. D. L. Strack +1 · 148 citations
Engineering · #Rock Mechanics and Modeling #Granular flow and fluidized beds #Geotechnical Engineering and Soil Mechanics
- Bootstrap Methods: Another Look at the Jackknife
1979/01/01 by B. Efron · 281 citations
Mathematics · Engineering · #Advanced Statistical Methods and Models #Statistical Methods and Inference #Control Systems and Identification
- Point-E: A System for Generating 3D Point Clouds from Complex Prompts
2022/12/16 by Alex Nichol, Nichol, Alex, Heewoo Jun +7 · 3 voices · 98 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #cs.CV #cs.LG
- The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities
2024/08/23 by Venkatesh Balavadhani Parthasarathy, Parthasarathy, Venkatesh Balavadhani, Ahtsham Zafar +5 · 7 voices · 30 citations
Computer Science · Engineering · #Advanced Machining and Optimization Techniques #Advancements in Semiconductor Devices and Circuit Design #VLSI and Analog Circuit Testing #cs.CL #cs.LG
- Prompt-to-Prompt Image Editing with Cross Attention Control
2022/08/02 by Amir Hertz, Ron Mokady, Hertz, Amir +11 · 1 voice · 429 citations
Computer Science · Engineering · #Advanced Materials and Mechanics #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Interactive and Immersive Displays #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #cs.CL #cs.CV #cs.GR #cs.LG
- The chromatic number of the plane is at least 5
2018/04/08 by Aubrey D. N. J. de Grey, Aubrey D.N.J. de Grey, de Grey, Aubrey D. N. J. · 6 voices · 1 citation
Computer Science · Engineering · Mathematics · #Advanced Graph Theory Research #Limits and Structures in Graph Theory #graph theory and CDMA systems #math.CO
- Smooth minimization of non-smooth functions
2004/12/29 by Yu. Nesterov · 355 citations
Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
- Chip Placement with Deep Reinforcement Learning
2020/04/22 by Azalia Mirhoseini, Mirhoseini, Azalia, Anna Goldie +50 · 4 voices · 14 citations
Engineering · #3D IC and TSV technologies #Modular Robots and Swarm Intelligence #VLSI and FPGA Design Techniques #cs.AI #cs.LG
- SGDR: Stochastic Gradient Descent with Warm Restarts
2016/08/13 by Ilya Loshchilov, Frank Hutter, Loshchilov, Ilya +1 · 899 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
- Distinctive Image Features from Scale-Invariant Keypoints
2004/06/02 by David G. Lowe, David Lowe · 672 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Image and Object Detection Techniques #Robotics and Sensor-Based Localization
- Multilayer feedforward networks are universal approximators
1989/01/01 by Kurt Hornik, Maxwell Stinchcombe, Maxwell B. Stinchcombe +1 · 534 citations
Computer Science · Engineering · Physics and Astronomy · #Neural Networks and Applications #VLSI and FPGA Design Techniques #Model Reduction and Neural Networks
- Robust principal component analysis?
2011/05/01 by Emmanuel J. Candès, Xiaodong Li, Yi Ma +1 · 436 citations
Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Face and Expression Recognition #Mathematical Inequalities and Applications
- Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
2018/01/04 by Tuomas Haarnoja, Haarnoja, Tuomas, Aurick Zhou +5 · 958 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Reinforcement Learning in Robotics
- ChauffeurNet: Learning to Drive by Imitating the Best and Synthesizing the Worst
2018/12/07 by Mayank Bansal, Alex Krizhevsky, Bansal, Mayank +4 · 2 voices · 70 citations
Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning
- Representation Engineering: A Top-Down Approach to AI Transparency
2023/10/02 by Andy Zou, Long Phan, Zou, Andy +40 · 5 voices · 260 citations
Computer Science · Engineering · #cs.LG #cs.AI #cs.CL #cs.CV #cs.CY
- The NUBASE2020 evaluation of nuclear physics properties *
2021/01/20 by F. G. Kondev, M. Wang, W. J. Huang +2 · 1 voice · 48 citations
Engineering · Physics and Astronomy · #Nuclear Physics and Applications #Nuclear physics research studies #Nuclear reactor physics and engineering
- Capability-Distributed Resident Intelligence Kernel Model for Deterministic Semantic Operating Systems Based on Interface-Led Architecture
2025/07/10 by Varin Sikka, Sikka, Varin, Vishal Sikka +1 · 30 voices
Computer Science · Engineering · #Computability, Logic, AI Algorithms #Ferroelectric and Negative Capacitance Devices #Machine Learning and Algorithms #cs.AI #cs.CL
- A Simple and Effective Pruning Approach for Large Language Models
2023/06/20 by Mingjie Sun, Ming-Jie Sun, Sun, Mingjie +6 · 2 voices · 200 citations
Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Continuous control with deep reinforcement learning
2015/09/09 by Timothy Lillicrap, Jonathan J. Hunt, Lillicrap, Timothy P. +13 · 896 citations
Computer Science · Engineering · #Adaptive Dynamic Programming Control #Advanced Control Systems Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Conservation of Isotopic Spin and Isotopic Gauge Invariance
1954/10/01 by C. N. Yang, Chongming Yang, R. L. Mills +1 · 109 citations
Physics and Astronomy · Engineering · #Atomic and Subatomic Physics Research #Astro and Planetary Science #Superconducting Materials and Applications
- Fronts propagating with curvature-dependent speed: Algorithms based on Hamilton-Jacobi formulations
1988/11/01 by Stanley Osher, James A Sethian, James A. Sethian · 242 citations
Engineering · Physics and Astronomy · Mathematics · #Fluid Dynamics and Turbulent Flows #Quantum chaos and dynamical systems #Geometric Analysis and Curvature Flows
- MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
2024/02/22 by Zechun Liu, Liu, Zechun, Changsheng Zhao +23 · 3 voices · 67 citations
Computer Science · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Green IT and Sustainability #Machine Learning (cs.LG) #Multimedia Communication and Technology #cs.AI #cs.CL #cs.LG
- Volume of fluid (VOF) method for the dynamics of free boundaries
1981/01/01 by C.W Hirt, C.W. Hirt, B.D Nichols +1 · 124 citations
Engineering · #Fluid Dynamics and Heat Transfer #Computational Fluid Dynamics and Aerodynamics #Fluid Dynamics Simulations and Interactions
- Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention
2021/02/07 by Yunyang Xiong, Xiong, Yunyang, Zhanpeng Zeng +12 · 1 voice · 65 citations
Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Intelligence without representation
1991/01/01 by Rodney A. Brooks · 133 citations
Computer Science · Engineering · #Robotic Path Planning Algorithms #Robotics and Sensor-Based Localization #AI-based Problem Solving and Planning
prev more