ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2026 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2006.04439
  4. Cited By
Liquid Time-constant Networks
v1v2v3v4 (latest)

Liquid Time-constant Networks

8 June 2020
Ramin Hasani
Mathias Lechner
Alexander Amini
Daniela Rus
Radu Grosu
    AI4TSAI4CE
ArXiv (abs)PDFHTMLHuggingFace (3 upvotes)Github (1678★)

Papers citing "Liquid Time-constant Networks"

50 / 96 papers shown
Continuous-Time Homeostatic Dynamics for Reentrant Inference Models
Continuous-Time Homeostatic Dynamics for Reentrant Inference Models
Byung Gyu Chae
28
4
0
04 Dec 2025
Model Recovery at the Edge under Resource Constraints for Physical AI
Model Recovery at the Edge under Resource Constraints for Physical AIEuropean Conference on Artificial Intelligence (ECAI), 2025
Bin Xu
Ayan Banerjee
Sandeep K. S. Gupta
50
5
0
01 Dec 2025
Intelligent Neural Networks: From Layered Architectures to Graph-Organized Intelligence
Intelligent Neural Networks: From Layered Architectures to Graph-Organized Intelligence
Antoine Salomon
GNN
263
0
0
27 Nov 2025
Modeling Retinal Ganglion Cells with Neural Differential Equations
Modeling Retinal Ganglion Cells with Neural Differential Equations
Kacper Dobek
Daniel Jankowski
Krzysztof Krawiec
AI4TS
175
0
0
22 Nov 2025
Toward Carbon-Neutral Human AI: Rethinking Data, Computation, and Learning Paradigms for Sustainable Intelligence
Toward Carbon-Neutral Human AI: Rethinking Data, Computation, and Learning Paradigms for Sustainable Intelligence
KC Santosh
Rodrigue Rizk
Longwei Wang
155
1
0
27 Oct 2025
Understanding Mechanistic Role of Structural and Functional Connectivity in Tau Propagation Through Multi-Layer Modeling
Understanding Mechanistic Role of Structural and Functional Connectivity in Tau Propagation Through Multi-Layer Modeling
Tingting Dan
Xinwei Huang
Jiaqi Ding
Yinggang Zheng
Guorong Wu
104
0
0
23 Oct 2025
Automated Machine Learning for Unsupervised Tabular Tasks
Automated Machine Learning for Unsupervised Tabular Tasks
Prabhant Singh
Pieter Gijsbers
Elif Ceren Gok Yildirim
Murat Onur Yildirim
Joaquin Vanschoren
212
2
0
08 Oct 2025
A Complement to Neural Networks for Anisotropic Inelasticity at Finite Strains
A Complement to Neural Networks for Anisotropic Inelasticity at Finite Strains
H. Holthusen
Ellen Kuhl
159
7
0
05 Oct 2025
Neuromorphic Intelligence
Neuromorphic IntelligenceSynthesis Lectures on Engineering, Science, and Technology (SLEST), 2025
Marcel van Gerven
AI4CE
446
3
0
15 Sep 2025
The power of dynamic causality in observer-based design for soft sensor applications
The power of dynamic causality in observer-based design for soft sensor applications
William Farlessyost
Sebastian Oberst
Shweta Singh
95
0
0
14 Sep 2025
Autonomous Oil Spill Response Through Liquid Neural Trajectory Modeling and Coordinated Marine Robotics
Autonomous Oil Spill Response Through Liquid Neural Trajectory Modeling and Coordinated Marine Robotics
Hadas C.Kuzmenko
David Ehevich
Oren Gal
73
1
0
17 Aug 2025
Neuromorphic Computing with Multi-Frequency Oscillations: A Bio-Inspired Approach to Artificial Intelligence
Neuromorphic Computing with Multi-Frequency Oscillations: A Bio-Inspired Approach to Artificial Intelligence
Boheng Liu
Ziyu Li
Qing Li
Xia Wu
222
0
0
04 Aug 2025
Relation-Aware LNN-Transformer for Intersection-Centric Next-Step Prediction
Relation-Aware LNN-Transformer for Intersection-Centric Next-Step Prediction
Zhehong Ren
Tianluo Zhang
Yiheng Lu
Yushen Liang
Promethee Spathis
101
0
0
02 Aug 2025
Systolic Array-based Accelerator for Structured State-Space Models
Systolic Array-based Accelerator for Structured State-Space Models
Shiva Raja
Cansu Demirkiran
Aakash Sarkar
Milos Popovic
A. Joshi
342
0
0
29 Jul 2025
Spore in the Wild: A Case Study of Spore.fun as an Open-Environment Evolution Experiment with Sovereign AI Agents on TEE-Secured Blockchains
Spore in the Wild: A Case Study of Spore.fun as an Open-Environment Evolution Experiment with Sovereign AI Agents on TEE-Secured Blockchains
Botao Amber Hu
Helena Rong
156
0
0
24 May 2025
Learning Spatio-Temporal Dynamics for Trajectory Recovery via Time-Aware Transformer
Learning Spatio-Temporal Dynamics for Trajectory Recovery via Time-Aware Transformer
Tian Sun
Yuqi Chen
Baihua Zheng
Weiwei Sun
215
4
0
20 May 2025
On the Day They Experience: Awakening Self-Sovereign Experiential AI Agents
On the Day They Experience: Awakening Self-Sovereign Experiential AI Agents
Botao Amber Hu
Helena Rong
162
2
0
20 May 2025
Trustless Autonomy: Understanding Motivations, Benefits, and Governance Dilemmas in Self-Sovereign Decentralized AI Agents
Trustless Autonomy: Understanding Motivations, Benefits, and Governance Dilemmas in Self-Sovereign Decentralized AI Agents
Botao Amber Hu
Yuhan Liu
Helena Rong
305
11
0
14 May 2025
Training Environment for High Performance Reinforcement Learning
Training Environment for High Performance Reinforcement Learning
Greg Search
AI4CE
234
0
0
04 May 2025
A Survey of Robotic Navigation and Manipulation with Physics Simulators in the Era of Embodied AI
A Survey of Robotic Navigation and Manipulation with Physics Simulators in the Era of Embodied AI
Lik Hang Kenny Wong
Xueyang Kang
Kaixin Bai
Jianwei Zhang
472
14
0
01 May 2025
StayLTC: A Cost-Effective Multimodal Framework for Hospital Length of Stay Forecasting
StayLTC: A Cost-Effective Multimodal Framework for Hospital Length of Stay Forecasting
Sudeshna Jana
Manjira Sinha
Tirthankar Dasgupta
AI4TS
230
0
0
08 Apr 2025
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning
Biswadeep Chakraborty
Saibal Mukhopadhyay
504
0
0
02 Apr 2025
Depth Matters: Multimodal RGB-D Perception for Robust Autonomous Agents
Depth Matters: Multimodal RGB-D Perception for Robust Autonomous Agents
Mihaela-Larisa Clement
Mónika Farsang
Felix Resch
Mihai-Teodor Stanusoiu
Radu Grosu
320
0
0
20 Mar 2025
From Worms to Mice: Homeostasis Maybe All You Need
From Worms to Mice: Homeostasis Maybe All You Need
Jesus Marco de Lucas
139
1
0
31 Dec 2024
Recovering implicit physics model under real-world constraints
Recovering implicit physics model under real-world constraintsEuropean Conference on Artificial Intelligence (ECAI), 2024
Ayan Banerjee
Sandeep K. S. Gupta
PINNAI4CE
237
9
0
03 Dec 2024
The Belief State Transformer
The Belief State TransformerInternational Conference on Learning Representations (ICLR), 2024
E. Hu
Kwangjun Ahn
Qinghua Liu
Haoran Xu
Manan Tomar
...
Bryon Xu
David Yan
Dinesh Jayaraman
Alex Lamb
John Langford
338
0
0
30 Oct 2024
Trajectory Flow Matching with Applications to Clinical Time Series Modeling
Trajectory Flow Matching with Applications to Clinical Time Series ModelingNeural Information Processing Systems (NeurIPS), 2024
Xi Zhang
Yuan Pu
Yuki Kawamura
Andrew Loza
Yoshua Bengio
Dennis L. Shung
Alexander Tong
OODAI4TSMedIm
371
19
0
28 Oct 2024
Benchmarking Deep Reinforcement Learning for Navigation in Denied Sensor
  Environments
Benchmarking Deep Reinforcement Learning for Navigation in Denied Sensor Environments
Mariusz Wisniewski
Paraskevas Chatzithanos
Weisi Guo
Antonios Tsourdos
205
10
0
18 Oct 2024
S7: Selective and Simplified State Space Layers for Sequence Modeling
S7: Selective and Simplified State Space Layers for Sequence Modeling
Taylan Soydan
Nikola Zubić
Nico Messikommer
Siddhartha Mishra
Davide Scaramuzza
372
16
0
04 Oct 2024
Deterministic versus stochastic dynamical classifiers: opposing random
  adversarial attacks with noise
Deterministic versus stochastic dynamical classifiers: opposing random adversarial attacks with noise
Lorenzo Chicchi
Duccio Fanelli
Diego Febbe
L. Buffoni
F. Patti
Lorenzo Giambagli
Raffele Marino
AAML
288
0
0
20 Sep 2024
Energy-Efficient Spiking Recurrent Neural Network for Gesture
  Recognition on Embedded GPUs
Energy-Efficient Spiking Recurrent Neural Network for Gesture Recognition on Embedded GPUs
Marzieh Varposhti
Mahyar Shahsavari
Marcel van Gerven
373
2
0
23 Aug 2024
Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical
  simulations in computational cardiology
Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiology
Matteo Salvador
Alison L. Marsden
AI4CE
346
5
0
19 Aug 2024
Training a multilayer dynamical spintronic network with standard machine learning tools to perform time series classification
Training a multilayer dynamical spintronic network with standard machine learning tools to perform time series classificationPhysical Review Applied (Phys. Rev. Appl.), 2024
Erwan Plouet
Dédalo Sanz-Hernández
A. Vecchiola
Julie Grollier
F. Mizrahi
364
2
0
05 Aug 2024
What comes after transformers? -- A selective survey connecting ideas in
  deep learning
What comes after transformers? -- A selective survey connecting ideas in deep learning
Johannes Schneider
AI4CE
469
4
0
01 Aug 2024
Deep learning for predicting the occurrence of tipping points
Deep learning for predicting the occurrence of tipping points
Chengzuo Zhuge
Jiawei Li
Wei Chen
BDLAI4TS
219
7
0
26 Jul 2024
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial
  General Intelligence
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence
Teo Susnjak
Timothy R. McIntosh
A. Barczak
N. Reyes
Tong Liu
Paul Watters
Malka N. Halgamuge
276
5
0
04 Jul 2024
Gaussian Splatting to Real World Flight Navigation Transfer with Liquid
  Networks
Gaussian Splatting to Real World Flight Navigation Transfer with Liquid Networks
Alex Quach
Makram Chahine
Alexander Amini
Ramin Hasani
Daniela Rus
3DGS
282
15
0
21 Jun 2024
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary
  Differential Equation Solver
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver
Hegan Chen
Jichang Yang
Jia Chen
Songqi Wang
Shaocong Wang
...
Han Wang
Dashan Shang
Qi Liu
Kwang-Ting Cheng
Ming-Yuan Liu
245
0
0
12 Jun 2024
Toward Efficient Deep Spiking Neuron Networks:A Survey On Compression
Toward Efficient Deep Spiking Neuron Networks:A Survey On Compression
Hui Xie
Ge Yang
Wenjuan Gao
291
2
0
03 Jun 2024
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching
Fernando Moreno-Pino
Alvaro Arroyo
H. Waldon
Xiaowen Dong
Álvaro Cartea
AI4TS
677
1
0
31 May 2024
CPS-LLM: Large Language Model based Safe Usage Plan Generator for
  Human-in-the-Loop Human-in-the-Plant Cyber-Physical System
CPS-LLM: Large Language Model based Safe Usage Plan Generator for Human-in-the-Loop Human-in-the-Plant Cyber-Physical System
Ayan Banerjee
Aranyak Maity
Payal Kamboj
Sandeep K. S. Gupta
139
6
0
19 May 2024
Mamba-360: Survey of State Space Models as Transformer Alternative for
  Long Sequence Modelling: Methods, Applications, and Challenges
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges
Badri N. Patro
Vijay Srinivas Agneeswaran
Mamba
406
83
0
24 Apr 2024
Liquid-Graph Time-Constant Network for Multi-Agent Systems Control
Liquid-Graph Time-Constant Network for Multi-Agent Systems Control
Antonio Marino
C. Pacchierotti
P. Giordano
253
4
0
22 Apr 2024
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and
  Time-Series Analysis
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series Analysis
Badri N. Patro
Suhas Ranganath
Vinay P. Namboodiri
Vijay Srinivas Agneeswaran
365
4
0
26 Mar 2024
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate
  Time series
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series
Badri N. Patro
Vijay Srinivas Agneeswaran
Mamba
418
80
0
22 Mar 2024
Application of Tensorized Neural Networks for Cloud Classification
Application of Tensorized Neural Networks for Cloud Classification
Alifu Xiafukaiti
Devanshu Garg
Aruto Hosaka
Koichi Yanagisawa
Yuichiro Minato
Tsuyoshi Yoshida
174
0
0
21 Mar 2024
Liquid Resistance Liquid Capacitance Networks
Liquid Resistance Liquid Capacitance Networks
Mónika Farsang
Sophie A. Neubauer
Radu Grosu
AI4TS
337
7
0
30 Jan 2024
Physics-Informed Calibration of Aeromagnetic Compensation in Magnetic
  Navigation Systems using Liquid Time-Constant Networks
Physics-Informed Calibration of Aeromagnetic Compensation in Magnetic Navigation Systems using Liquid Time-Constant Networks
Favour Nerrise
A. Sosanya
Patrick Neary
82
9
0
17 Jan 2024
Physical Reservoir Computing Enabled by Solitary Waves and
  Biologically-Inspired Nonlinear Transformation of Input Data
Physical Reservoir Computing Enabled by Solitary Waves and Biologically-Inspired Nonlinear Transformation of Input Data
I. S. Maksymov
263
8
0
03 Jan 2024
Neither hype nor gloom do DNNs justice
Neither hype nor gloom do DNNs justiceBehavioral and Brain Sciences (BBS), 2022
Gaurav Malhotra
Christian Tsvetkov
B. D. Evans
384
174
0
08 Dec 2023
12
Next
Page 1 of 2