Lipschitz Continuity Guided Knowledge Distillation

IEEE International Conference on Computer Vision (ICCV), 2021

29 August 2021

Yan Yan

Papers citing "Lipschitz Continuity Guided Knowledge Distillation"

22 / 22 papers shown

Title
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity Ping Chen Xiang Liu Zhaoxiang Liu Zezhou Chen Xingpeng Zhang Huan Hu Zipeng Wang Kai Wang Shuming Shi Shiguo Lian LRM AI4CE 68 1 0 26 Sep 2025
Multi-Surrogate-Teacher Assistance for Representation Alignment in Fingerprint-based Indoor LocalizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Son Minh Nguyen Linh Duy Tran Duc Viet Le Paul J. M Havinga 179 1 0 13 Dec 2024
Mathematical Formalism for Memory Compression in Selective State Space Models Siddhanth Bhat 175 2 0 04 Oct 2024
Efficient Multitask Dense Predictor via BinarizationComputer Vision and Pattern Recognition (CVPR), 2024 Yuzhang Shang Dan Xu Gaowen Liu Ramana Rao Kompella Yan Yan MQ AAML 303 6 0 23 May 2024
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural NetworksIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Xue Geng Zhe Wang Chunyun Chen Qing Xu Kaixin Xu ... Zhenghua Chen M. Aly Jie Lin Ruibing Jin Xiaoli Li 267 8 0 09 May 2024
LLM Inference Unveiled: Survey and Roofline Model Insights Zhihang Yuan Yuzhang Shang Yang Zhou Zhen Dong Zhe Zhou ... Yong Jae Lee Yan Yan Beidi Chen Guangyu Sun Kurt Keutzer 531 144 0 26 Feb 2024
Causal-DFQ: Causality Guided Data-free Network QuantizationIEEE International Conference on Computer Vision (ICCV), 2023 Yuzhang Shang Bingxin Xu Gaowen Liu Ramana Rao Kompella Yan Yan MQ CML 270 8 0 24 Sep 2023
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives Moming Duan Qinbin Li Linshan Jiang Bingsheng He FedML 389 5 0 05 Jul 2023
Categories of Response-Based, Feature-Based, and Relation-Based Knowledge Distillation Chuanguang Yang Xinqiang Yu Zhulin An Yongjun Xu VLM OffRL 484 33 0 19 Jun 2023
Post-training Quantization on Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Yuzhang Shang Zhihang Yuan Bin Xie Bingzhe Wu Yan Yan DiffM MQ 356 259 0 28 Nov 2022
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual LearningNeural Information Processing Systems (NeurIPS), 2022 Lorenzo Bonicelli Matteo Boschini Angelo Porrello C. Spampinato Simone Calderara CLL 161 57 0 12 Oct 2022
Lipschitz Continuity Retained Binary Neural NetworkEuropean Conference on Computer Vision (ECCV), 2022 Yuzhang Shang Dan Xu Bin Duan Ziliang Zong Liqiang Nie Yan Yan 180 23 0 13 Jul 2022
Cross-Architecture Knowledge DistillationAsian Conference on Computer Vision (ACCV), 2022 Yufan Liu Jiajiong Cao Bing Li Weiming Hu Jin-Fei Ding Liang Li 137 62 0 12 Jul 2022
Network Binarization via Contrastive LearningEuropean Conference on Computer Vision (ECCV), 2022 Yuzhang Shang Dan Xu Ziliang Zong Liqiang Nie Yan Yan AAML MQ 278 25 0 06 Jul 2022
DistPro: Searching A Fast Knowledge Distillation Process via Meta OptimizationEuropean Conference on Computer Vision (ECCV), 2022 XueQing Deng Dawei Sun Shawn D. Newsam Peng Wang 126 10 0 12 Apr 2022
Joint Answering and Explanation for Visual Commonsense ReasoningIEEE Transactions on Image Processing (IEEE TIP), 2022 Zhenyang Li Yangyang Guo Ke-Jyun Wang Yin-wei Wei Liqiang Nie Mohan S. Kankanhalli 222 25 0 25 Feb 2022
Win the Lottery Ticket via Fourier Analysis: Frequencies Guided Network PruningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yuzhang Shang Bin Duan Ziliang Zong Liqiang Nie Yan Yan 89 2 0 30 Jan 2022
Multi-Modality Distillation via Learning the teacher's modality-level Gram Matrix Peng Liu 127 0 0 21 Dec 2021
Pixel Distillation: A New Knowledge Distillation Scheme for Low-Resolution Image Recognition Guangyu Guo Dingwen Zhang Longfei Han Nian Liu Ming-Ming Cheng Junwei Han 188 2 0 17 Dec 2021
Local Learning Matters: Rethinking Data Heterogeneity in Federated LearningComputer Vision and Pattern Recognition (CVPR), 2021 Matías Mendieta Taojiannan Yang Pu Wang Minwoo Lee Zhengming Ding Chong Chen FedML 326 207 0 28 Nov 2021
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary ClassifiersNeural Information Processing Systems (NeurIPS), 2020 Deyuan Li Kate Candon Taesoo Daniel Lee Yofti Milkessa Nathan Tsoi AAML 157 4 0 02 Sep 2020
Contrastive Representation DistillationInternational Conference on Learning Representations (ICLR), 2019 Yonglong Tian Dilip Krishnan Phillip Isola 1.2K 1,198 0 23 Oct 2019