1. AutoNeural: Co-Designing Vision-Language Models for NPU Inference
   2025/12/02 by Wei Chen, Chen, Wei, Liangmin Wu +24 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Bounded function #Decoding methods #Domain Adaptation and Few-Shot Learning #Encoder #End-to-end principle #Inference #Memory footprint #Multimodal Machine Learning Applications #Quantization (signal processing) #Transformer #cs.CL
2. Overcoming the Communication-Performance Tradeoff in LLM Pretraining
   2025/08/21 by Amir Sarfi, Benjamin Therien, Sarfi, Amir +6 · 4 voices · 4 citations
   Computer Science · #Advanced Neural Network Applications #Boosting (machine learning) #Bottleneck #Context (archaeology) #Key (lock) #Language model #Leverage (statistics) #Quantization (signal processing) #Speech Recognition and Synthesis #Topic Modeling #cs.LG
3. Unitary quantum matter-bounce in a universe with a positive cosmological constant
   2025/05/22 by Harkirat Singh Sahota, Sahota, Harkirat Singh, Dipayan Mukherjee +3 · 1 citation
   Physics and Astronomy · #Cosmological constant #Cosmology and Gravitation Theories #Gravitation #Gravitational constant #Noncommutative and Quantum Gravity Theories #Quantization (signal processing) #Quantum #Quantum Electrodynamics and Casimir Effect #Quantum cosmology #Quantum dynamics #Quantum fluctuation #Semiclassical physics
4. Quantum Mechanics Based on Real Numbers: A Consistent Description
   2025/03/21 by Pedro Barrios Hita, А. С. Трушечкин, Hita, Pedro Barrios +8 · 2 voices · 12 citations
   Computer Science · Mathematics · Physics and Astronomy · #Advanced Mathematical Theories and Applications #Algebraic and Geometric Analysis #Consistent histories #Multipartite #Open quantum system #Quantization (signal processing) #Quantum #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum and Classical Electrodynamics #Quantum dissipation #Quantum dynamics #Quantum probability #Quantum process #Quantum statistical mechanics #Relational quantum mechanics
5. Matryoshka Quantization
   2025/02/10 by Pranav Nair, Nair, Pranav, Puranjay Datta +7 · 7 voices · 4 citations
   Engineering · Physics and Astronomy · #Advanced Control and Stabilization in Aerospace Systems #Algorithm #Computer science #Geography #Optical and Acousto-Optic Technologies #Quantization (signal processing)
6. Pushing the Limits of Large Language Model Quantization via the Linearity Theorem
   2024/11/26 by Vladimir Malinovskii, Malinovskii, Vladimir, Andrei Panferov +10 · 6 voices · 7 citations
   Computer Science · Engineering · Mathematics · #Algorithm #Applied mathematics #Computer science #Electronic engineering #Engineering #Linearity #Mathematics #Natural Language Processing Techniques #Quantization (signal processing) #Topic Modeling #cs.LG
7. Joint Pruning and Channel-Wise Mixed-Precision Quantization for Efficient Deep Neural Networks
   2024/08/23 by Beatrice Alessandra Motetti, Matteo Risso, Alessio Burrello +3 · 5 citations
   Computer Science · Engineering · #Algorithm #Artificial intelligence #Artificial neural network #Channel (broadcasting) #Computer science #Deep neural networks #Engineering #Image and Signal Denoising Methods #Joint (building) #Neural Networks and Applications #Pattern recognition (psychology) #Pruning #Quantization (signal processing) #Speech and Audio Processing #Telecommunications #Vector quantization
8. PTQ4SAM: Post-Training Quantization for Segment Anything
   2024/05/06 by Chengtao Lv, Lv, Chengtao, Hong Chen +7 · 9 citations
   Engineering · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Computer vision #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Physics #Psychology #Quantization (signal processing) #Training (meteorology)
9. BitNet: Scaling 1-bit Transformers for Large Language Models
   2023/10/17 by Hongyu Wang, Wang, Hongyu, Shuming Ma +18 · 8 voices · 65 citations
   Computer Science · Engineering · #Algorithm #Artificial intelligence #Computer engineering #Computer science #Database #Electrical engineering #Energy consumption #Engineering #Language model #Memory footprint #Multimodal Machine Learning Applications #Programming language #Quantization (signal processing) #Scalability #Scaling #Software deployment #Software engineering #Speech Recognition and Synthesis #Topic Modeling #Transformer #Voltage #cs.CL
10. QLoRA: Efficient Finetuning of Quantized LLMs
    2023/05/23 by Tim Dettmers, Dettmers, Tim, Artidoro Pagnoni +5 · 3 voices · 854 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Algorithm #Artificial intelligence #Benchmark (surveying) #Computer science #Ferroelectric and Negative Capacitance Devices #Language model #Memory footprint #Parallel Computing and Optimization Techniques #Programming language #Quantization (signal processing) #cs.LG
11. SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot
    2023/01/02 by Elias Frantar, Dan Alistarh, Frantar, Elias +1 · 3 voices · 299 citations
    Computer Science · Engineering · #Advanced Data Storage Technologies #Algorithm #Artificial intelligence #Code (set theory) #Computer science #Ferroelectric and Negative Capacitance Devices #Generative grammar #Generative model #Inference #Language model #Machine learning #One shot #Perplexity #Programming language #Pruning #Quantization (signal processing) #Source code #Topic Modeling #Transformer #cs.LG
12. ANT: Exploiting Adaptive Numerical Data Type for Low-bit Deep Neural Network Quantization
    2022/08/30 by Cong Guo, Chen Zhang, Guo, Cong +13 · 15 citations
    Computer Science · Mathematics · #Advanced Neural Network Applications #Algorithm #Artificial intelligence #Artificial neural network #Computation #Computer engineering #Computer science #Exploit #FOS: Computer and information sciences #Floating point #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Parallel computing #Quantization (signal processing) #Speedup #Tensor decomposition and applications
13. A Low-Jitter and Low-Fractional-Spur Ring-DCO-Based Fractional-N Digital PLL Using a DTC’s Second-/Third-Order Nonlinearity Cancellation and a Probability-Density-Shaping ΔΣM
    2022/01/24 by Chanwoong Hwang, Hangi Park, Yongsun Lee +2 · 10 citations
    Engineering · Mathematics · #Advancements in PLL and VCO Technologies #Algorithm #Analog and Mixed-Signal Circuit Design #Computer science #DPLL algorithm #Delta-sigma modulation #Discrete mathematics #Dither #Electrical engineering #Engineering #Jitter #Mathematics #Noise shaping #Phase-locked loop #Quantization (signal processing) #Radio Frequency Integrated Circuit Design #Telecommunications
14. DOA Estimation for Hybrid Massive MIMO Systems using Mixed-ADCs: Performance Loss and Energy Efficiency
    2021/07/21 by Baihua Shi, Shi, Baihua, Zhang, Qi +10 · 1 citation
    Computer Science · Engineering · #Advanced Power Amplifier Design #Algorithm #Antenna Design and Optimization #Beamforming #Benchmark (surveying) #Computer engineering #Computer science #Converters #Cramér–Rao bound #Direction-of-Arrival Estimation Techniques #Electronic engineering #Engineering #Estimation theory #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #MIMO #Power (physics) #Quantization (signal processing) #Signal Processing (eess.SP) #Telecommunications #electronic engineering #information engineering
15. Higher Spin Gravity: Quantization and Algebraic Structures
    2020/08/28 by Tung Tran, Tran, Tung · 1 citation
    Mathematics · Physics and Astronomy · #Algebraic number #Algebraic structure #Anti-de Sitter space #Black Holes and Theoretical Physics #Cosmology and Gravitation Theories #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Loop quantum gravity #Mathematical physics #Mathematics #Particle physics theoretical and experimental studies #Physics #Pure mathematics #Quantization (signal processing) #Quantum #Quantum chromodynamics #Quantum gravity #Quantum mechanics #Spin (aerodynamics) #Theoretical physics
16. Large Intelligent Surface-Assisted Wireless Communication Exploiting Statistical CSI
    2019/06/26 by Yu Han, Wankai Tang, Shi Jin +2 · 103 citations
    Engineering · Mathematics · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #Algorithm #Antenna Design and Analysis #Channel (broadcasting) #Channel state information #Computer science #Degradation (telecommunications) #Electrical engineering #Electronic engineering #Engineering #Ergodic theory #Mathematics #Quantization (signal processing) #Spectral efficiency #Telecommunications #Topology (electrical circuits) #Upper and lower bounds #Wireless
17. Discrete predictor-based event-triggered control of networked control systems
    2019/06/07 by Vincent Léchappé, Emmanuel Moulay, Franck Plestan +2 · 2 citations
    Computer Science · Engineering · Mathematics · #Actuator #Algorithm #Artificial intelligence #Computer science #Control (management) #Control engineering #Control system #Control theory (sociology) #Controller (irrigation) #Discrete time and continuous time #Engineering #Limit (mathematics) #Mathematics #Network Time Synchronization Technologies #Network packet #Networked control system #Neural Networks Stability and Synchronization #Quantization (signal processing) #Stability and Control of Uncertain Systems
18. Fast Randomization for Distributed Low-Bitrate Coding of Speech and Audio
    2017/09/28 by Tom Bäckström, Johannes Fischer · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Data Compression Techniques #Speech and Audio Processing #Wireless Communication Security Techniques #Uncorrelated #Quantization (signal processing) #Codec #Computer science #Speech coding #Dither #Speech recognition #Algorithm #Coding (social sciences) #Theoretical computer science #Mathematics #Telecommunications #Computer vision #Noise shaping #Statistics
19. qBitcoin: A Peer-to-Peer Quantum Cash System
    2017/08/15 by Kazuki Ikeda · 2 voices · 1 citation
    Computer Science · Physics and Astronomy · #Blind signature #Blockchain Technology Applications and Security #Digital signature #Electronic cash #Payment #Quantization (signal processing) #Quantum #Quantum Computing Algorithms and Architecture #Quantum Mechanics and Applications #Quantum computer #Quantum teleportation
20. Passivity and Dissipativity Analysis of a System and Its Approximation
    2016/05/04 by Meng Xia, Panos J. Antsaklis, Vijay Gupta +1 · 4 citations
    Engineering · Mathematics · Physics and Astronomy · #Algorithm #Applied mathematics #Computer science #Control (management) #Control and Stability of Dynamical Systems #Control theory (sociology) #Discretization #Dissipative system #Linearization #Mathematical analysis #Mathematics #Model Reduction and Neural Networks #Nonlinear system #Numerical methods for differential equations #Passivity #Physics #Quantization (signal processing) #Robustness (evolution)
21. Transition state theory for enzyme kinetics
    2015/05/23 by Donald G. Truhlar · 11 citations
    Biochemistry, Genetics and Molecular Biology · Chemistry · Mathematics · #Activation energy #Active site #Biochemistry #Chemistry #Classical mechanics #Condensed matter physics #Enzyme #Enzyme kinetics #Hemoglobin structure and function #Kinetics #Mathematics #Non-equilibrium thermodynamics #Photosynthetic Processes and Mechanisms #Physical chemistry #Physics #Protein Structure and Dynamics #Quantization (signal processing) #Quantum tunnelling #Reaction rate constant #State (computer science) #Statistical physics #Thermodynamics #Transition (genetics) #Transition state theory
22. Time Remains
    2015/03/08 by Sean Gryb, Karim P. Y. Thébault · 4 citations
    Mathematics · Physics and Astronomy · #Classical mechanics #Cosmology and Gravitation Theories #Entropic gravity #Epistemology #Gravitation #Loop quantum gravity #Mathematics #Noncommutative and Quantum Gravity Theories #Philosophy #Physics #Quantization (signal processing) #Quantum #Quantum gravity #Quantum mechanics #Relativity and Gravitational Theory #Statistics #Theoretical physics
23. Incorporation of generalized uncertainty principle into Lifshitz field theories
    2014/08/31 by Mir Faizal, Barun Majumder · 2 citations
    Physics and Astronomy · #Action (physics) #Gauge theory #Invariance principle #Invariant (physics) #Noncommutative and Quantum Gravity Theories #Particle physics theoretical and experimental studies #Quantization (signal processing) #Quantum Mechanics and Applications #Scaling #Stochastic quantization #Uncertainty principle #hep-th
24. Aspects of 3d N=2 Chern-Simons-Matter theories
    2013/05/20 by Kenneth Intriligator, Nathan Seiberg · 1 citation
    Mathematics · Physics and Astronomy · #Black Holes and Theoretical Physics #Chern–Simons theory #Cold Atom Physics and Bose-Einstein Condensates #Coulomb #Duality (order theory) #Electron #Gauge theory #Higgs boson #Magnetic monopole #Mathematical physics #Mathematics #Mirror symmetry #Nonlinear system #Physics #Pure mathematics #Quantization (signal processing) #Quantum Chromodynamics and Particle Interactions #Quantum mechanics #Soliton #Theoretical physics #hep-th
25. Otto Stern (1888–1969): The founding father of experimental atomic physics
    2011/09/22 by J. Peter Toennies, J. P. Toennies, Horst Schmidt-Böcking +5 · 1 citation
    Arts and Humanities · Chemistry · Physics and Astronomy · #Atomic physics #Dipole #History and advancements in chemistry #Physics #Quantization (signal processing) #Quantum mechanics #Stern #Twentieth Century Scientific Developments #physics.atom-ph #physics.hist-ph
26. Towards Loop Quantum Supergravity (LQSG)
    2011/06/30 by Norbert Bodendorfer, Thomas Thiemann, Andreas Thurn · 1 citation
    Mathematics · Physics and Astronomy · #Black Holes and Theoretical Physics #General relativity #Higher-dimensional supergravity #Loop quantum gravity #Mathematical physics #Mathematics #Noncommutative and Quantum Gravity Theories #Particle physics theoretical and experimental studies #Physics #Quantization (signal processing) #Quantum #Quantum gravity #Quantum mechanics #String theory #Supergravity #Superstring theory #Supersymmetry #Theoretical physics #gr-qc #hep-th #math-ph #math.MP #msc:83C05 #msc:83E15 #msc:83E50
27. Kähler Geometry of Loop Spaces
    2010/05/01 by Армен Глебович Сергеев · 1 citation
    Mathematics · #Advanced Algebra and Geometry #Geometry and complex manifolds #Geometric Analysis and Curvature Flows #Mathematics #Loop group #Lie group #Quantization (signal processing) #Pure mathematics #Hilbert space #Geometric quantization #Loop (graph theory) #Algebra over a field #Canonical quantization #Quantum #Physics #Combinatorics #Quantum mechanics
28. The Berry–Keating operator on L²(\mathbb R_\gt,\rm dx) and on compact quantum graphs with general self-adjoint realizations
    2009/12/31 by Sebastian Endres, Frank Steiner · 1 citation
    Mathematics · Physics and Astronomy · #Advanced Operator Algebra Research #Compact operator #Compact operator on Hilbert space #Eigenvalues and eigenvectors #Hilbert space #Mathematical Analysis and Transform Methods #Operator (biology) #Operator theory #Quantization (signal processing) #Quantum graph #Spectral Theory in Mathematical Physics #Spectral theory #Spectrum (functional analysis) #math-ph #math.MP #msc:81Q35
29. A path integral for the master constraint of loop quantum gravity
    2009/11/30 by Muxin Han · 1 citation
    Physics and Astronomy · #Black Holes and Theoretical Physics #Canonical quantization #Canonical quantum gravity #Coherent states #Constraint (computer-aided design) #Loop quantum gravity #Noncommutative and Quantum Gravity Theories #Path integral formulation #Quantization (signal processing) #Quantum #Quantum Mechanics and Applications #Quantum gravity #gr-qc #hep-th
30. On the relation between rigging inner product and master constraint direct integral decomposition
    2009/11/17 by Muxin Han, Thomas Thiemann · 1 citation
    Mathematics · Physics and Astronomy · #Algebraic number #Constraint (computer-aided design) #Hilbert space #Homotopy and Cohomology in Algebraic Topology #Model Reduction and Neural Networks #Numerical methods for differential equations #Operator (biology) #Path (computing) #Path integral formulation #Product (mathematics) #Quantization (signal processing) #Relation (database) #gr-qc #hep-th #math-ph #math.MP

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