DLME: Deep Local-flatness Manifold Embedding

7 July 2022

Siyuan Li

Stan Z. Li

Papers citing "DLME: Deep Local-flatness Manifold Embedding"

20 / 20 papers shown

Title
RapGuard: Safeguarding Multimodal Large Language Models via Rationale-aware Defensive Prompting Yilei Jiang Yingshui Tan Xiangyu Yue KELM LRM 39 1 0 25 Dec 2024
DMT-HI: MOE-based Hyperbolic Interpretable Deep Manifold Transformation for Unspervised Dimensionality Reduction Z. Zang Yuhao Wang J. Wu Hong Liu Yue Shen Stan Z. Li Zhen Lei 35 0 0 25 Oct 2024
Robust Network Learning via Inverse Scale Variational Sparsification Zhiling Zhou Zirui Liu Chengming Xu Yanwei Fu Xinwei Sun AAML 20 0 0 27 Sep 2024
Gentle-CLIP: Exploring Aligned Semantic In Low-Quality Multimodal Data With Soft Alignment Zijia Song Z. Zang Yelin Wang Guozheng Yang Jiangbin Zheng Kaicheng Yu Wanyu Chen Stan Z. Li 31 0 0 09 Jun 2024
USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series Hong Liu Xiuxiu Qiu Yiming Shi Z. Zang 21 0 0 25 May 2024
Deep Manifold Transformation for Protein Representation Learning Bozhen Hu Z. Zang Cheng Tan Stan Z. Li 4 1 0 12 Jan 2024
Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding Bozhen Hu Z. Zang Jun-Xiong Xia Lirong Wu Cheng Tan Stan Z. Li GNN 14 2 0 12 Jan 2024
Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives Chenzhong Yin Mingxi Cheng Xiongye Xiao Xinghe Chen Shahin Nazarian Andrei Irimia Paul Bogdan 17 2 0 11 Oct 2023
SparseSwin: Swin Transformer with Sparse Transformer Block Krisna Pinasthika Blessius Sheldo Putra Laksono Riyandi Banovbi Putera Irsal Syifa’ Hukma Shabiyya N. Yudistira ViT 18 15 0 11 Sep 2023
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation Z. Zang Hao Luo K. Wang Panpan Zhang F. Wang Stan. Z Li Yang You 12 5 0 10 Sep 2023
Adaptive Self-Distillation for Minimizing Client Drift in Heterogeneous Federated Learning M.Yashwanth Gaurav Kumar Nayak Aryaveer Singh Yogesh Singh Anirban Chakraborty FedML 14 1 0 31 May 2023
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier Z. Zang Lei Shang Senqiao Yang Fei-Yue Wang Baigui Sun Xuansong Xie Stan Z. Li 11 13 0 21 Nov 2022
EVNet: An Explainable Deep Network for Dimension Reduction Z. Zang Sheng-Hsien Cheng Linyan Lu Hanchen Xia Liangyu Li Yaoting Sun Yongjie Xu Lei Shang Baigui Sun Stan Z. Li FAtt 11 15 0 21 Nov 2022
MogaNet: Multi-order Gated Aggregation Network Siyuan Li Zedong Wang Zicheng Liu Cheng Tan Haitao Lin Di Wu Zhiyuan Chen Jiangbin Zheng Stan Z. Li 13 54 0 07 Nov 2022
Unsupervised visualization of image datasets using contrastive learning Jan Boehm Philipp Berens D. Kobak SSL 6 9 0 18 Oct 2022
UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection Z. Zang Yongjie Xu Linyan Lu Yu Geng Senqiao Yang Stan Z. Li 17 12 0 08 Jul 2022
Harnessing Hard Mixed Samples with Decoupled Regularizer Zicheng Liu Siyuan Li Ge Wang Cheng Tan Lirong Wu Stan Z. Li 39 17 0 21 Mar 2022
GenURL: A General Framework for Unsupervised Representation Learning Siyuan Li Zicheng Liu Z. Zang Di Wu Zhiyuan Chen Stan Z. Li OOD 3DGS OffRL 11 9 0 27 Oct 2021
Exploring Localization for Self-supervised Fine-grained Contrastive Learning Di Wu Siyuan Li Z. Zang Stan Z. Li SSL 24 6 0 30 Jun 2021
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Zicheng Liu Siyuan Li Di Wu Jianzhu Guo Zhiyuan Chen Lirong Wu Stan Z. Li 19 72 0 24 Mar 2021