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. 1909.04630
  4. Cited By
Meta-Learning with Implicit Gradients

Meta-Learning with Implicit Gradients

Neural Information Processing Systems (NeurIPS), 2019
10 September 2019
Aravind Rajeswaran
Chelsea Finn
Sham Kakade
Sergey Levine
ArXiv (abs)PDFHTML

Papers citing "Meta-Learning with Implicit Gradients"

50 / 551 papers shown
A Fully First-Order Layer for Differentiable Optimization
A Fully First-Order Layer for Differentiable Optimization
Zihao Zhao
Kai-Chia Mo
Shing-Hei Ho
Brandon Amos
Kai Wang
166
0
0
02 Dec 2025
On the Condition Number Dependency in Bilevel Optimization
On the Condition Number Dependency in Bilevel Optimization
Lesi Chen
Jingzhao Zhang
89
1
0
27 Nov 2025
Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles
Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization with First-Order Oracles
Kaiyi Ji
126
0
0
24 Nov 2025
Learning from the Undesirable: Robust Adaptation of Language Models without Forgetting
Learning from the Undesirable: Robust Adaptation of Language Models without Forgetting
Yunhun Nam
Jaehyung Kim
Jongheon Jeong
116
0
0
17 Nov 2025
Solving bilevel optimization via sequential minimax optimization
Solving bilevel optimization via sequential minimax optimization
Zhaosong Lu
Sanyou Mei
100
1
0
10 Nov 2025
Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV
Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV
Wenbo Huang
Jinghui Zhang
Zhenghao Chen
Guang Li
Lei Zhang
Yang Cao
Fang Dong
Takahiro Ogawa
Miki Haseyama
222
0
0
10 Nov 2025
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
Wei Shen
Jiawei Zhang
Minhui Huang
Cong Shen
126
0
0
28 Oct 2025
Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
Hao Wang
Licheng Pan
Yuan Lu
Zhichao Chen
Tianqiao Liu
Shuting He
Zhixuan Chu
Qingsong Wen
Haoxuan Li
Zhouchen Lin
AI4TS
145
0
0
28 Oct 2025
PRO: Enabling Precise and Robust Text Watermark for Open-Source LLMs
PRO: Enabling Precise and Robust Text Watermark for Open-Source LLMs
Jiaqi Xue
Yifei Zhao
Mansour Al Ghanim
Shangqian Gao
Ruimin Sun
Qian Lou
Mengxin Zheng
WaLM
386
0
0
27 Oct 2025
Scalable Principal-Agent Contract Design via Gradient-Based Optimization
Scalable Principal-Agent Contract Design via Gradient-Based Optimization
Tomer Galanti
Aarya Bookseller
Korok Ray
85
0
0
24 Oct 2025
Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation
Bi-Level Optimization for Generative Recommendation: Bridging Tokenization and Generation
Yimeng Bai
Chang Liu
Y. Zhang
D. Wang
Frank Yang
Andrew Rabinovich
Wenge Rong
Fuli Feng
125
0
0
24 Oct 2025
Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data
Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data
Shuli Zhang
Hao Zhou
Jiaqi Zheng
Guibin Jiang
Bing Cheng
Wei Lin
Guihai Chen
OffRL
119
0
0
22 Oct 2025
Analytical Survey of Learning with Low-Resource Data: From Analysis to Investigation
Analytical Survey of Learning with Low-Resource Data: From Analysis to Investigation
Xiaofeng Cao
Mingwei Xu
Xin Yu
Jiangchao Yao
Wei Ye
...
Minling Zhang
Ivor Tsang
Yew-Soon Ong
James T. Kwok
Heng Tao Shen
184
3
0
10 Oct 2025
Deterministic algorithms for inhomogeneous Bernoulli trials: Shapley value of network devices
Deterministic algorithms for inhomogeneous Bernoulli trials: Shapley value of network devices
Jesse D Wei
Guo Wei
FAtt
221
0
0
08 Oct 2025
Utility-Learning Tension in Self-Modifying Agents
Utility-Learning Tension in Self-Modifying Agents
Charles L. Wang
Keir Dorchen
Peter Jin
128
0
0
05 Oct 2025
Directed-MAML: Meta Reinforcement Learning Algorithm with Task-directed Approximation
Directed-MAML: Meta Reinforcement Learning Algorithm with Task-directed Approximation
Yang Zhang
Huiwen Yan
Mushuang Liu
118
0
0
30 Sep 2025
Stochastic Bilevel Optimization with Heavy-Tailed Noise
Stochastic Bilevel Optimization with Heavy-Tailed Noise
Zhuanghua Liu
Luo Luo
155
0
0
18 Sep 2025
Faster Gradient Methods for Highly-smooth Stochastic Bilevel Optimization
Faster Gradient Methods for Highly-smooth Stochastic Bilevel Optimization
Lesi Chen
Junru Li
Jingzhao Zhang
124
0
0
03 Sep 2025
Learnable Loss Geometries with Mirror Descent for Scalable and Convergent Meta-Learning
Learnable Loss Geometries with Mirror Descent for Scalable and Convergent Meta-Learning
Yilang Zhang
Bingcong Li
G. Giannakis
187
0
0
02 Sep 2025
Curvature Learning for Generalization of Hyperbolic Neural Networks
Curvature Learning for Generalization of Hyperbolic Neural NetworksInternational Journal of Computer Vision (IJCV), 2025
Xiaomeng Fan
Yuwei Wu
Zhi Gao
Mehrtash Harandi
Yunde Jia
240
2
0
24 Aug 2025
Domain-Generalization to Improve Learning in Meta-Learning Algorithms
Domain-Generalization to Improve Learning in Meta-Learning Algorithms
Usman Anjum
Chris Stockman
Cat Luong
J. Zhan
FedML
184
0
0
13 Aug 2025
Enhancing Privacy in Decentralized Min-Max Optimization: A Differentially Private Approach
Enhancing Privacy in Decentralized Min-Max Optimization: A Differentially Private Approach
Yueyang Quan
Chang Wang
Shengjie Zhai
Minghong Fang
Zhuqing Liu
94
0
0
10 Aug 2025
Learning Dynamics of Meta-Learning in Small Model Pretraining
Learning Dynamics of Meta-Learning in Small Model Pretraining
David Demitri Africa
Yuval Weiss
P. Buttery
Richard Diehl Martinez
AI4CE
192
2
0
04 Aug 2025
TensorHyper-VQC: A Tensor-Train-Guided Hypernetwork for Robust and Scalable Variational Quantum Computing
TensorHyper-VQC: A Tensor-Train-Guided Hypernetwork for Robust and Scalable Variational Quantum Computing
Jun Qi
Chao-Han Huck Yang
Pin-Yu Chen
Min-hsiu Hsieh
163
0
0
01 Aug 2025
Flows and Diffusions on the Neural Manifold
Flows and Diffusions on the Neural Manifold
Daniel Saragih
Deyu Cao
Tejas Balaji
DiffMAI4CE
244
2
0
14 Jul 2025
Detecting Sockpuppetry on Wikipedia Using Meta-Learning
Detecting Sockpuppetry on Wikipedia Using Meta-LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Luc Raszewski
Christine De Kock
699
1
0
12 Jun 2025
You Only Train Once
Christos Sakaridis
185
0
0
04 Jun 2025
Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective
Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective
Junnan Liu
Hongwei Liu
Linchen Xiao
Shudong Liu
Taolin Zhang
Zihan Ma
Songyang Zhang
Kai Chen
LRM
331
3
0
26 May 2025
Optimization-Inspired Few-Shot Adaptation for Large Language Models
Optimization-Inspired Few-Shot Adaptation for Large Language Models
Boyan Gao
Xin Wang
Jianlong Wu
David A. Clifton
279
0
0
25 May 2025
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
Muquan Yu
Mu Nan
Hossein Adeli
Jacob S. Prince
John A. Pyles
Leila Wehbe
Margaret M. Henderson
Michael J. Tarr
Andrew F. Luo
MedImViT
262
0
0
21 May 2025
Bi-Level Policy Optimization with Nyström Hypergradients
Bi-Level Policy Optimization with Nyström Hypergradients
Arjun Prakash
Naicheng He
Denizalp Goktas
Amy Greenwald
229
0
0
16 May 2025
Hand-Shadow Poser
Hand-Shadow PoserACM Transactions on Graphics (TOG), 2025
Hao Xu
Yinqiao Wang
Niloy J. Mitra
Shuaicheng Liu
Pheng-Ann Heng
Chi-Wing Fu
3DH
282
2
0
11 May 2025
Decoding Futures Price Dynamics: A Regularized Sparse Autoencoder for Interpretable Multi-Horizon Forecasting and Factor Discovery
Decoding Futures Price Dynamics: A Regularized Sparse Autoencoder for Interpretable Multi-Horizon Forecasting and Factor Discovery
Abhijit Gupta
374
0
0
11 May 2025
Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization
Efficient Curvature-Aware Hypergradient Approximation for Bilevel Optimization
Youran Dong
Junfeng Yang
Wei-Ting Yao
Jin Zhang
954
1
0
04 May 2025
Scalable Meta-Learning via Mixed-Mode Differentiation
Scalable Meta-Learning via Mixed-Mode Differentiation
Iurii Kemaev
Dan A. Calian
Luisa M. Zintgraf
Gregory Farquhar
H. V. Hasselt
272
2
0
01 May 2025
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments
Yun Qu
Wenjie Wang
Yixiu Mao
Yiqin Lv
Xiangyang Ji
TTA
453
8
0
27 Apr 2025
Improving Learning to Optimize Using Parameter Symmetries
Improving Learning to Optimize Using Parameter Symmetries
Guy Zamir
Aryan Dokania
B. Zhao
Rose Yu
317
2
0
21 Apr 2025
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection
MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection
Long Qian
Bingke Zhu
Yingying Chen
Ming Tang
Jinqiao Wang
328
1
0
17 Apr 2025
Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition
Hierarchical Relation-augmented Representation Generalization for Few-shot Action Recognition
Hongyu Qu
Ling Xing
Rui Yan
Yazhou Yao
G. Xie
Xiangbo Shu
266
1
0
14 Apr 2025
DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D Teachers
DUNE: Distilling a Universal Encoder from Heterogeneous 2D and 3D TeachersComputer Vision and Pattern Recognition (CVPR), 2025
Mert Bulent Sariyildiz
Philippe Weinzaepfel
Thomas Lucas
Pau de Jorge
Diane Larlus
Yannis Kalantidis
340
2
0
18 Mar 2025
Riemannian Geometric-based Meta LearningAAAI Conference on Artificial Intelligence (AAAI), 2025
JuneYoung Park
YuMi Lee
Tae Joon Kim
Jang-Hwan Choi
243
0
0
14 Mar 2025
Meta-learning characteristics and dynamics of quantum systems
Lucas Schorling
Pranav Vaidhyanathan
Jonas Schuff
M. J. Carballido
D. Zumbuhl
Gerard Milburn
Florian Marquardt
Jakob Foerster
Michael A. Osborne
N. Ares
AI4CE
178
5
0
13 Mar 2025
Group-robust Sample Reweighting for Subpopulation Shifts via Influence FunctionsInternational Conference on Learning Representations (ICLR), 2025
Rui Qiao
Zhaoxuan Wu
Jingtan Wang
Pang Wei Koh
Bryan Kian Hsiang Low
OOD
381
5
0
10 Mar 2025
On the Convergence of Adam-Type Algorithm for Bilevel Optimization under Unbounded Smoothness
Xiaochuan Gong
Jie Hao
Mingrui Liu
327
1
0
05 Mar 2025
MetaSym: A Symplectic Meta-learning Framework for Physical Intelligence
MetaSym: A Symplectic Meta-learning Framework for Physical Intelligence
Pranav Vaidhyanathan
Aristotelis Papatheodorou
Mark T. Mitchison
Natalia Ares
Ioannis Havoutis
PINNAI4CE
361
3
0
23 Feb 2025
Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training
Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training
Reza Shirkavand
Qi He
Qi He
Heng-Chiao Huang
ALM
575
1
0
05 Feb 2025
qNBO: quasi-Newton Meets Bilevel Optimization
qNBO: quasi-Newton Meets Bilevel OptimizationInternational Conference on Learning Representations (ICLR), 2025
Sheng Fang
Yong Liu
Wei-Ting Yao
Chengming Yu
Jin Zhang
437
1
0
03 Feb 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot AutonomyThe international journal of robotics research (IJRR), 2024
Chen Wang
Kaiyi Ji
Shaoshu Su
Zhongqiang Ren
Taimeng Fu
...
Yi Du
Qihang Li
Yue Yang
Xiao Lin
Zhipeng Zhao
SSL
588
22
0
28 Jan 2025
One-Class Domain Adaptation via Meta-Learning
One-Class Domain Adaptation via Meta-Learning
Stephanie Holly
T. Bierweiler
Stefan von Dosky
Ahmed Frikha
C. Heitzinger
Jana Eder
262
0
0
22 Jan 2025
MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance
MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal GuidanceAAAI Conference on Artificial Intelligence (AAAI), 2025
Jialong Guo
Ke Liu
Jiangchao Yao
Zhihua Wang
Jiajun Bu
Haishuai Wang
AI4TS
336
5
0
20 Jan 2025
1234...101112
Next