Towards Universal Backward-Compatible Representation Learning

Towards Universal Backward-Compatible Representation Learning

3 March 2022

Yantao Shen

Ying Shan

Papers citing "Towards Universal Backward-Compatible Representation Learning"

13 / 13 papers shown

Title
Prototype Perturbation for Relaxing Alignment Constraints in Backward-Compatible Learning Zikun Zhou Yushuai Sun Wenjie Pei X. Li Yaowei Wang CLL 72 1 0 19 Mar 2025
MSConv: Multiplicative and Subtractive Convolution for Face Recognition Si Zhou Yain-Whar Si Xiaochen Yuan Xiaofan Li Xiaoxiang Liu Xinyuan Zhang Cong Lin Xueyuan Gong CVBM 73 0 0 08 Mar 2025
Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer Simone Ricci Niccoló Biondi F. Pernici A. Bimbo VLM 16 0 0 16 Aug 2024
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models Young Kyun Jang Ser-nam Lim VLM 26 1 0 23 May 2024
X2-Softmax: Margin Adaptive Loss Function for Face Recognition Jiamu Xu Xiaoxiang Liu Xinyuan Zhang Yain-Whar Si Xiaofan Li Zheng Shi Ke Wang Xueyuan Gong CVBM 19 6 0 08 Dec 2023
MixBCT: Towards Self-Adapting Backward-Compatible Training Yuefeng Liang Yufeng Zhang Shiliang Zhang Yaowei Wang Shengze Xiao KenLi Li Xiaoyu Wang 19 1 0 14 Aug 2023
TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible Adapter Binjie Zhang Yixiao Ge Xuyuan Xu Ying Shan Mike Zheng Shou 47 7 0 22 Jun 2023
Boundary-aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval Tan Pan Furong Xu Xudong Yang Sifeng He Cheng-peng Jiang Qingpei Guo Fengyi Zhang Yuan-Chia Cheng Lei Yang Wei Chu 20 8 0 04 May 2023
Asymmetric Image Retrieval with Cross Model Compatible Ensembles Ori Linial Alon Shoshan Nadav Bhonker Elad Hirsch L. Zamir Igor Kviatkovsky Gérard Medioni 14 2 0 30 Mar 2023
$BT^2$ : Backward-compatible Training with Basis Transformation Yi Zhou Zilu Li Abhinav Shrivastava Hengshuang Zhao Antonio Torralba Taipeng Tian Ser-Nam Lim 8 3 0 08 Nov 2022
Darwinian Model Upgrades: Model Evolving with Selective Compatibility Binjie Zhang Shupeng Su Yixiao Ge Xuyuan Xu Yexin Wang Chun Yuan Mike Zheng Shou Ying Shan 19 4 0 13 Oct 2022
Large-to-small Image Resolution Asymmetry in Deep Metric Learning Pavel Suma Giorgos Tolias 11 5 0 11 Oct 2022
Privacy-Preserving Model Upgrades with Bidirectional Compatible Training in Image Retrieval Shupeng Su Binjie Zhang Yixiao Ge Xuyuan Xu Yexin Wang Chun Yuan Ying Shan 20 10 0 29 Apr 2022