DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier

27 December 2019

Papers citing "DeGAN : Data-Enriching GAN for Retrieving Representative Samples from a Trained Classifier"

21 / 21 papers shown

Title
FedRecon: Missing Modality Reconstruction in Distributed Heterogeneous Environments Junming Liu Guosun Zeng Ding Wang Yanting Gao Yufei Jin 51 0 0 14 Apr 2025
Efficient Model Extraction via Boundary Sampling Maor Biton Dor Yisroel Mirsky MLAU MIACV AAML 25 0 0 20 Oct 2024
CaBaGe: Data-Free Model Extraction using ClAss BAlanced Generator Ensemble Jonathan Rosenthal Shanchao Liang Kevin Zhang Lin Tan MIACV 32 0 0 16 Sep 2024
Encapsulating Knowledge in One Prompt Qi Li Runpeng Yu Xinchao Wang VLM KELM 52 3 0 16 Jul 2024
Towards Few-Call Model Stealing via Active Self-Paced Knowledge Distillation and Diffusion-Based Image Generation Vlad Hondru Radu Tudor Ionescu DiffM 50 1 0 29 Sep 2023
Lion: Adversarial Distillation of Proprietary Large Language Models Yuxin Jiang Chunkit Chan Mingyang Chen Wei Wang ALM 33 23 0 22 May 2023
Learning to Retain while Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation Gaurav Patel Konda Reddy Mopuri Qiang Qiu 29 28 0 28 Feb 2023
Scalable Collaborative Learning via Representation Sharing Frédéric Berdoz Abhishek Singh Martin Jaggi Ramesh Raskar FedML 30 3 0 20 Nov 2022
Self-distilled Knowledge Delegator for Exemplar-free Class Incremental Learning Fanfan Ye Liang Ma Qiaoyong Zhong Di Xie Shiliang Pu BDL CLL 21 2 0 23 May 2022
Towards Data-Free Model Stealing in a Hard Label Setting Sunandini Sanyal Sravanti Addepalli R. Venkatesh Babu AAML 35 85 0 23 Apr 2022
Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay Kuluhan Binici Shivam Aggarwal N. Pham K. Leman T. Mitra TTA 27 45 0 09 Jan 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 35 48 0 31 Dec 2021
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories Adnan Siraj Rakin Md Hafizul Islam Chowdhuryy Fan Yao Deliang Fan AAML MIACV 42 110 0 08 Nov 2021
Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data Kuluhan Binici N. Pham T. Mitra K. Leman 30 40 0 11 Aug 2021
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 39 42 0 20 Jul 2021
Representation Consolidation for Training Expert Students Zhizhong Li Avinash Ravichandran Charless C. Fowlkes M. Polito Rahul Bhotika Stefano Soatto 16 6 0 16 Jul 2021
Domain Impression: A Source Data Free Domain Adaptation Method V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri TTA 151 150 0 17 Feb 2021
Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Gaurav Kumar Nayak Konda Reddy Mopuri Saksham Jain Anirban Chakraborty 19 13 0 15 Jan 2021
Effectiveness of Arbitrary Transfer Sets for Data-free Knowledge Distillation Gaurav Kumar Nayak Konda Reddy Mopuri Anirban Chakraborty 25 18 0 18 Nov 2020
Data-free Knowledge Distillation for Segmentation using Data-Enriching GAN Kaushal Bhogale 13 3 0 02 Nov 2020
Black-Box Ripper: Copying black-box models using generative evolutionary algorithms Antonio Bărbălău Adrian Cosma Radu Tudor Ionescu Marius Popescu MIACV MLAU 30 43 0 21 Oct 2020