A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization

von Lu, Songtao
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 18 of 33 (2023)

Kan shi jie tan xin jia po : yi ge shang ren dui shi shi de guan huai = Singapore in global vision

von Liu, Songtao
Veröffentlicht 200407

IMPROVING THE SAMPLE AND COMMUNICATION COMPLEXITY FOR DECENTRALIZED NON- CONVEX OPTIMIZATION: JOINT GRADIENT ESTIMATION AND TRACKING

von Sun, Haoran
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 12 of 15 (2021)

Understanding Benign Overfitting in Gradient-Based Meta Learning

von Chen, Lisha
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 26 of 50 (2023)

Multi-scale Positive Sample Refinement for Few-Shot Object Detection

von Wu, Jiaxi
Veröffentlicht in ECCV (16. : 2020 : Online) Computer vision - ECCV 2020 ; Part 16 (2020)

FINDING SECOND-ORDER STATIONARY POINTS EFFICIENTLY IN SMOOTH NONCONVEX LINEARLY CONSTRAINED OPTIMIZATION PROBLEMS

von Lu, Songtao
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 4 of 27 (2021)

Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning

von Zhang, Xin
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 23 of 36 (2022)

DECENTRALIZED TD TRACKING WITH LINEAR FUNCTION APPROXIMATION AND ITS FINITE-TIME ANALYSIS

von Wang, Gang
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 17 of 27 (2021)

BorderDet: Border Feature for Dense Object Detection

von Qiu, Han
Veröffentlicht in ECCV (16. : 2020 : Online) Computer vision - ECCV 2020 ; Part 1 (2020)

Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation

von Yu, En
Veröffentlicht in AAAI Conference on Artificial Intelligence (37. : 2023 : Washington, DC; Online) 37th AAAI Conference on Artificial Intelligence (AAAI-23) ; Volume 3, part 2 of 2 (2023)

Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection

von Zhou, Hongyu
Veröffentlicht in ECCV (17. : 2022 : Tel Aviv; Online) Computer vision – ECCV 2022 ; Part 9 (2022)

A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization

von Lu, Songtao
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 40 of 50 (2023)

Dynamic Grained Encoder for Vision Transformers

von Song, Lin
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 7 of 36 (2022)

Local Augmentation for Graph Neural Networks

von Liu, Songtao
Veröffentlicht in International Conference on Machine Learning (39. : 2022 : Baltimore, Md.; Online) International Conference on Machine Learning (ICML 2022) ; Part 17 of 33 (2023)

SCALECOM: SCALABLE SPARSIFIED GRADIENT COMPRESSION FOR COMMUNICATION-EFFICIENT DISTRIBUTED TRAINING

von Chen, Chia-Yu
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 17 of 27 (2021)