Zhe Li

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All published works

Action	Title	Year	Authors
+ PDF Chat	Spectral-Aware Low-Rank Adaptation for Speaker Verification	2025	Zhe Li Man-wai Mak Mert Pilancı Hung-yi Lee Helen Meng
+ PDF Chat	Adversarial Suffixes May Be Features Too!	2024	Wei Zhao Zhe Li Yige Li Jun Sun
+ PDF Chat	Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition	2024	Guinan Li Jiajun Deng Youjun Chen Mengzhe Geng Shujie Hu Zhe Li Zengrui Jin Tianzi Wang Xurong Xie Helen Meng
+ PDF Chat	Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition	2024	Guinan Li Jiajun Deng Youjun Chen Mengzhe Geng Shujie Hu Zhe Li Zengrui Jin Tianzi Wang Xurong Xie Helen Meng
+ PDF Chat	CPT: a pre-trained unbalanced transformer for both Chinese language understanding and generation	2024	Yunfan Shao Zhichao Geng Yitao Liu Junqi Dai Hang Yan Fei Yang Zhe Li Hujun Bao Xipeng Qiu
+ PDF Chat	MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs	2024	Ziheng Jiang Haibin Lin Yinmin Zhong Qi Huang Yangrui Chen Zhi Zhang Yanghua Peng Xiang Li Cong Xie Shibiao Nong
+ PDF Chat	Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction	2023	Jiabao Sheng Saikit Lam Zhe Li Jiang Zhang Xinzhi Teng Yuanpeng Zhang Jing Cai
+	Discriminative Speaker Representation Via Contrastive Learning with Class-Aware Attention in Angular Space	2023	Zhe Li Man‐Wai Mak Helen Meng
+	Causality Analysis for Evaluating the Security of Large Language Models	2023	Wei Zhao Zhe Li Jun Sun
+ PDF Chat	Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability	2022	Zhe Li Man‐Wai Mak
+	Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular Space	2022	Zhe Li Man‐Wai Mak Helen Meng
+	Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability	2022	Zhe Li Man‐Wai Mak
+ PDF Chat	Class-Incremental Learning with Generative Classifiers	2021	Gido M. van de Ven Zhe Li Andreas S. Tolias
+	Class-Incremental Learning with Generative Classifiers	2021	Gido M. van de Ven Zhe Li Andreas S. Tolias
+	Class-Incremental Learning with Generative Classifiers	2021	Gido M. van de Ven Zhe Li Andreas S. Tolias
+	Learning Topics using Semantic Locality	2018	Ziyi Zhao Krittaphat Pugdeethosapol Sheng Lin Zhe Li Caiwen Ding Yanzhi Wang Qinru Qiu

Common Coauthors

Coauthor	Papers Together
Helen Meng	5
Man‐Wai Mak	4
Gido M. van de Ven	3
Andreas S. Tolias	3
Xurong Xie	2
Xunying Liu	2
Guinan Li	2
Zengrui Jin	2
Youjun Chen	2
Mengzhe Geng	2
Shujie Hu	2
Jiabao Sheng	1
Man-wai Mak	1
Xinzhi Teng	1
Saikit Lam	1
Zhichao Geng	1
Hung-yi Lee	1
Xipeng Qiu	1
Sida Zhao	1
Ding Zhou	1
Yuanpeng Zhang	1
Jing Cai	1
Yunfan Shao	1
Yangrui Chen	1
Zhuo Jiang	1
Fei Yang	1
Jianxi Ye	1
Tianzi Wang	1
Haoran Wei	1
Leqi Zou	1
Shipeng Yan	1
Krittaphat Pugdeethosapol	1
Sheng Lin	1
Jiajun Deng	1
Haibin Lin	1
Tianzi Wang	1
Zherui Liu	1
Jun Sun	1
Zhi Zhang	1
Jiang Zhang	1
Jun Sun	1
Zhang Zhang	1
Yanzhi Wang	1
He Sun	1
Hang Yan	1
Xiaoying Jia	1
Haohan Xu	1
Liang Xiang	1
Cong Xie	1
Hongmin Chen	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Supervised Contrastive Learning	2020	Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan	3
+	Three scenarios for continual learning	2019	Gido M. van de Ven Andreas S. Tolias	2
+	Experience Replay for Continual Learning	2019	David Rolnick Arun Ahuja Jonathan Schwarz Timothy Lillicrap Gregory Wayne	2
+ PDF Chat	Additive Margin Softmax for Face Verification	2018	Wang Feng Jian Cheng Weiyang Liu Haijun Liu	2
+	Initial Classifier Weights Replay for Memoryless Class Incremental Learning	2020	Eden Belouadah Adrian Popescu Ioannis Kanellos	2
+ PDF Chat	ArcFace: Additive Angular Margin Loss for Deep Face Recognition	2019	Jiankang Deng Jia Guo Niannan Xue Stefanos Zafeiriou	2
+ PDF Chat	Generative Models from the perspective of Continual Learning	2019	Timothée Lesort Hugo Caselles-Dupré Michael Garcia-Ortiz Andrei Stoian David Filliat	2
+ PDF Chat	A continual learning survey: Defying forgetting in classification tasks	2021	Matthias Delange Rahaf Aljundi Marc Masana Sarah Parisot Xu Jia Aleš Leonardis Greg Slabaugh Tinne Tuytelaars	2
+ PDF Chat	Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams	2021	Matthias De Lange Tinne Tuytelaars	2
+ PDF Chat	Continual Deep Learning by Functional Regularisation of Memorable Past	2020	Pingbo Pan Siddharth Swaroop Alexander Immer Runa Eschenhagen Richard E. Turner Mohammad Emtiyaz Khan	2
+ PDF Chat	Contrastive Multiview Coding	2020	Yonglong Tian Dilip Krishnan Phillip Isola	2
+ PDF Chat	A comprehensive study of class incremental learning algorithms for visual tasks	2020	Eden Belouadah Adrian Popescu Ioannis Kanellos	2
+	Continuum: Simple Management of Complex Continual Learning Scenarios	2021	Arthur Douillard Timothée Lesort	2
+	Continual lifelong learning with neural networks: A review	2019	German I. Parisi Ronald Kemker Jose L. Part Christopher Kanan Stefan Wermter	2
+ PDF Chat	Momentum Contrast for Unsupervised Visual Representation Learning	2020	Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross Girshick	2
+	Online Continual Learning with Maximal Interfered Retrieval	2019	Rahaf Aljundi Eugene Belilovsky Tinne Tuytelaars Laurent Charlin M. Caccia Min Lin Lucas Page-Caccia	2
+ PDF Chat	Task-Free Continual Learning	2019	Rahaf Aljundi Klaas Kelchtermans Tinne Tuytelaars	2
+ PDF Chat	ECAPA-TDNN: Emphasized Channel Attention, Propagation and Aggregation in TDNN Based Speaker Verification	2020	Brecht Desplanques Jenthe Thienpondt Kris Demuynck	2
+ PDF Chat	Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis	2020	Tyler L. Hayes Christopher Kanan	2
+	A Unifying Bayesian View of Continual Learning	2019	Sebastian Farquhar Yarin Gal	2
+	A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning	2023	Martin Mundt Yongwon Hong Iuliia Pliushch Visvanathan Ramesh	2
+	The Effectiveness of Memory Replay in Large Scale Continual Learning	2020	Yogesh Balaji Mehrdad Farajtabar Dong Yin A. Mott Ang Li	2
+	Energy-Based Models for Continual Learning	2020	Shuang Li Yilun Du Gido M. van de Ven Igor Mordatch	2
+ PDF Chat	REMIND Your Neural Network to Prevent Catastrophic Forgetting	2020	Tyler L. Hayes Kushal Kafle Robik Shrestha Manoj Acharya Christopher Kanan	2
+	On Tiny Episodic Memories in Continual Learning	2019	Arslan Chaudhry Marcus Rohrbach Mohamed Elhoseiny Thalaiyasingam Ajanthan Puneet K. Dokania Philip H. S. Torr Marc’Aurelio Ranzato	2
+ PDF Chat	Identity Mappings in Deep Residual Networks	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+	GAN Memory with No Forgetting	2020	Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin	2
+ PDF Chat	Real Additive Margin Softmax for Speaker Verification	2022	Lantian Li Ruiqian Nai Dong Wang	2
+ PDF Chat	Large Scale Incremental Learning	2019	Yue Wu Yinpeng Chen Lijuan Wang Yuancheng Ye Zicheng Liu Yandong Guo Yun Fu	2
+	Towards Robust Evaluations of Continual Learning	2018	Sebastian Farquhar Yarin Gal	2
+ PDF Chat	Generalized End-to-End Loss for Speaker Verification	2018	Li Wan Quan Wang Alan Papir Ignacio López Moreno	2
+	Overcoming catastrophic forgetting in neural networks	2017	James Kirkpatrick Razvan Pascanu Neil C. Rabinowitz Joel Veness Guillaume Desjardins Andrei A. Rusu Kieran Milan John Quan Tiago Ramalho Agnieszka Grabska‐Barwińska	2
+ PDF Chat	Continuous learning in single-incremental-task scenarios	2019	Davide Maltoni Vincenzo Lomonaco	2
+	Generative replay with feedback connections as a general strategy for continual learning	2018	Gido M. van de Ven Andreas S. Tolias	2
+	Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines	2018	Yen-Chang Hsu Yen‐Cheng Liu Zsolt Kira	2
+	Importance Weighted Autoencoders	2015	Yuri Burda Roger Grosse Ruslan Salakhutdinov	2
+	Task Agnostic Continual Learning Using Online Variational Bayes	2018	Chen Zeno Itay Golan Elad Hoffer Daniel Soudry	2
+	ScaIL: Classifier Weights Scaling for Class Incremental Learning	2020	Eden Belouadah Adrian Popescu	2
+ PDF Chat	Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches	2020	Vincenzo Lomonaco Davide Maltoni Lorenzo Pellegrini	2
+	Continual Learning with Deep Generative Replay	2017	Hanul Shin Jung Kwon Lee Jaehong Kim Jiwon Kim	2
+	Variational continual learning	2017	Cuong V. Nguyen Yingzhen Li Thang D. Bui Richard E. Turner	2
+	Overcoming catastrophic forgetting with hard attention to the task	2018	Joan Serrà Dídac Surís Marius Miron Alexandros Karatzoglou	2
+ PDF Chat	SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition	2019	Daniel Park William Chan Yu Zhang Chung‐Cheng Chiu Barret Zoph Ekin D. Cubuk Quoc V. Le	2
+	A note on the evaluation of generative models	2015	Lucas Theis Aäron van den Oord Matthias Bethge	2
+	Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization	2018	Nicolas Y. Masse Gregory D. Grant David J. Freedman	2
+ PDF Chat	iCaRL: Incremental Classifier and Representation Learning	2017	Sylvestre-Alvise Rebuffi Alexander Kolesnikov Georg Sperl Christoph H. Lampert	2
+ PDF Chat	Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-end Speaker Verification	2019	Gautam Bhattacharya João Monteiro Jahangir Alam Patrick Kenny	1
+	Modeling Documents with Deep Boltzmann Machines	2013	Nitish Srivastava Ruslan Salakhutdinov Geoffrey E. Hinton	1
+	Multi-Task Learning as Multi-Objective Optimization	2018	Ozan Şener Vladlen Koltun	1
+	Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels	2018	Zhilu Zhang Mert R. Sabuncu	1