Towards Backward-Compatible Representation Learning

26 March 2020

Yantao Shen

Papers citing "Towards Backward-Compatible Representation Learning"

50 / 61 papers shown

Title
Learning Compatible Multi-Prize Subnetworks for Asymmetric Retrieval Yushuai Sun Zikun Zhou D. Jiang Yaowei Wang Jun Yu Guangming Lu Wenjie Pei 29 0 0 16 Apr 2025
Prototype Perturbation for Relaxing Alignment Constraints in Backward-Compatible Learning Zikun Zhou Yushuai Sun Wenjie Pei X. Li Yaowei Wang CLL 81 1 0 19 Mar 2025
Anti-Forgetting Adaptation for Unsupervised Person Re-identification Hao Chen F. Brémond Nicu Sebe Shiliang Zhang CLL 102 1 0 22 Nov 2024
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization Mingye Zhu Yi Liu Quan Wang Junbo Guo Zhendong Mao 24 1 0 01 Oct 2024
Backward-Compatible Aligned Representations via an Orthogonal Transformation Layer Simone Ricci Niccoló Biondi F. Pernici A. Bimbo VLM 23 0 0 16 Aug 2024
MUSCLE: A Model Update Strategy for Compatible LLM Evolution Jessica Echterhoff Fartash Faghri Raviteja Vemulapalli Ting-Yao Hu Chun-Liang Li Oncel Tuzel Hadi Pouransari KELM 58 2 0 12 Jul 2024
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models Young Kyun Jang Ser-nam Lim VLM 29 1 0 23 May 2024
Lifelong Person Re-Identification with Backward-Compatibility Minyoung Oh Jae-Young Sim 27 2 0 15 Mar 2024
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates Daniele Angioni Luca Demetrio Maura Pintor Luca Oneto Davide Anguita Battista Biggio Fabio Roli AAML 27 2 0 27 Feb 2024
Predictive Churn with the Set of Good Models J. Watson-Daniels Flavio du Pin Calmon Alexander DÁmour Carol Xuan Long David C. Parkes Berk Ustun 83 7 0 12 Feb 2024
Learning Unified Representations for Multi-Resolution Face Recognition Hulingxiao He Wu Yuan Yidian Huang Shilong Zhao Wen Yuan Hanqin Li CVBM 10 0 0 14 Oct 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
Pseudo-Label Training and Model Inertia in Neural Machine Translation B. Hsu Anna Currey Xing Niu Maria Nuadejde Georgiana Dinu ODL 38 2 0 19 May 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 28 8 0 04 May 2023
AI Model Disgorgement: Methods and Choices Alessandro Achille Michael Kearns Carson Klingenberg Stefano Soatto MU 23 11 0 07 Apr 2023
Asymmetric Image Retrieval with Cross Model Compatible Ensembles Ori Linial Alon Shoshan Nadav Bhonker Elad Hirsch L. Zamir Igor Kviatkovsky Gérard Medioni 27 2 0 30 Mar 2023
FastFill: Efficient Compatible Model Update Florian Jaeckle Fartash Faghri Ali Farhadi Oncel Tuzel Hadi Pouransari 28 2 0 08 Mar 2023
RAFEN -- Regularized Alignment Framework for Embeddings of Nodes Kamil Tagowski Piotr Bielak Jakub Binkowski Tomasz Kajdanowicz GNN 16 0 0 03 Mar 2023
AutoML in The Wild: Obstacles, Workarounds, and Expectations Yuan Sun Qiurong Song Xinning Gui Fenglong Ma Ting Wang 18 13 0 21 Feb 2023
Binary Embedding-based Retrieval at Tencent Yukang Gan Yixiao Ge Chang Zhou Shupeng Su Zhou Xu Xuyuan Xu Quanchao Hui Xiang Chen Yexin Wang Ying Shan MQ 14 6 0 17 Feb 2023
Improving Prediction Backward-Compatiblility in NLP Model Upgrade with Gated Fusion Yi-An Lai Elman Mansimov Yuqing Xie Yan Zhang 11 3 0 04 Feb 2023
Backward Compatibility During Data Updates by Weight Interpolation Raphael Schumann Elman Mansimov Yi-An Lai Nikolaos Pappas Xibin Gao Yi Zhang 11 4 0 25 Jan 2023
$BT^2$ : Backward-compatible Training with Basis Transformation Yi Zhou Zilu Li Abhinav Shrivastava Hengshuang Zhao Antonio Torralba Taipeng Tian Ser-Nam Lim 13 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 21 5 0 11 Oct 2022
Towards Regression-Free Neural Networks for Diverse Compute Platforms Rahul Duggal Hao Zhou Shuo Yang Jun Fang Yuanjun Xiong Wei Xia UQCV 31 1 0 27 Sep 2022
Dynamic Gradient Reactivation for Backward Compatible Person Re-identification Xiao Pan Haowen Luo Weihua Chen Fan Wang Hao Li Wei Jiang Jianming Zhang Jianyang Gu Peike Li 15 7 0 12 Jul 2022
Switchable Representation Learning Framework with Self-compatibility Shengsen Wu Yan Bai Yihang Lou Xiongkun Linghu Jianzhong He Ling-yu Duan 22 1 0 16 Jun 2022
Is Self-Supervised Learning More Robust Than Supervised Learning? Yuanyi Zhong Haoran Tang Jun-Kun Chen Jian-wei Peng Yu-xiong Wang SSL OOD 25 24 0 10 Jun 2022
Learning Backward Compatible Embeddings Weihua Hu Rajas Bansal Kaidi Cao Nikhil S. Rao Karthik Subbian J. Leskovec 12 15 0 07 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 21 118 0 29 May 2022
Continual Learning for Visual Search with Backward Consistent Feature Embedding Timmy S. T. Wan Jun-Cheng Chen Tzer-Yi Wu Chu-Song Chen CLL VLM 29 18 0 26 May 2022
ELODI: Ensemble Logit Difference Inhibition for Positive-Congruent Training Yue Zhao Yantao Shen Yuanjun Xiong Shuo Yang Wei Xia Z. Tu Bernt Shiele Stefano Soatto BDL 38 6 0 12 May 2022
Contrastive Supervised Distillation for Continual Representation Learning Tommaso Barletti Niccoló Biondi F. Pernici Matteo Bruni A. Bimbo CLL 21 7 0 11 May 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
Forward Compatible Few-Shot Class-Incremental Learning Da-Wei Zhou Fu Lee Wang Han-Jia Ye Liang Ma Shiliang Pu De-Chuan Zhan CLL 25 168 0 14 Mar 2022
Towards Universal Backward-Compatible Representation Learning Binjie Zhang Yixiao Ge Yantao Shen Shupeng Su Fanzi Wu Chun Yuan Xuyuan Xu Yexin Wang Ying Shan SSL 25 17 0 03 Mar 2022
Measuring and Reducing Model Update Regression in Structured Prediction for NLP Deng Cai Elman Mansimov Yi-An Lai Yixuan Su Lei Shu Yi Zhang KELM 67 8 0 07 Feb 2022
Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters Qiang Meng Feng Zhou Hainan Ren Tianshu Feng Guochao Liu Yuanqing Lin FedML 22 38 0 29 Jan 2022
Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval Binjie Zhang Yixiao Ge Yantao Shen Yu Li Chun Yuan Xuyuan Xu Yexin Wang Ying Shan VLM 25 7 0 24 Jan 2022
It's All in the Head: Representation Knowledge Distillation through Classifier Sharing Emanuel Ben-Baruch M. Karklinsky Yossi Biton Avi Ben-Cohen Hussam Lawen Nadav Zamir 18 11 0 18 Jan 2022
Contrastive Neighborhood Alignment Pengkai Zhu Zhaowei Cai Yuanjun Xiong Z. Tu Luis Goncalves Vijay Mahadevan Stefano Soatto 6 2 0 06 Jan 2022
Forward Compatible Training for Large-Scale Embedding Retrieval Systems Vivek Ramanujan Pavan Kumar Anasosalu Vasu Ali Farhadi Oncel Tuzel Hadi Pouransari VLM 19 16 0 06 Dec 2021
CoReS: Compatible Representations via Stationarity Niccoló Biondi F. Pernici Matteo Bruni A. Bimbo OOD 16 9 0 15 Nov 2021
Fine-Grained Adversarial Semi-supervised Learning Daniele Mugnai F. Pernici F. Turchini A. Bimbo 22 8 0 12 Oct 2021
Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation Shengsen Wu Liang Chen Yihang Lou Yan Bai Tao Bai Minghua Deng Ling-yu Duan 19 8 0 07 Aug 2021
Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning Yan Bai J. Jiao Shengsen Wu Yihang Lou Jun Liu Xuetao Feng Ling-yu Duan 16 7 0 06 Aug 2021
Learning Compatible Embeddings Qiang Meng Chixiang Zhang Xiaoqiang Xu F. Zhou VLM 26 36 0 04 Aug 2021
Backward-Compatible Prediction Updates: A Probabilistic Approach Frederik Trauble Julius von Kügelgen Matthäus Kleindessner Francesco Locatello Bernhard Schölkopf Peter V. Gehler 22 16 0 02 Jul 2021