Multi-granularity Pruning for Model Acceleration on Mobile Devices (English)
- New search for: Zhao, Tianli
- New search for: Zhang, Xi Sheryl
- New search for: Zhu, Wentao
- New search for: Wang, Jiaxing
- New search for: Yang, Sen
- New search for: Liu, Ji
- New search for: Cheng, Jian
- New search for: Zhao, Tianli
- New search for: Zhang, Xi Sheryl
- New search for: Zhu, Wentao
- New search for: Wang, Jiaxing
- New search for: Yang, Sen
- New search for: Liu, Ji
- New search for: Cheng, Jian
In:
Computer vision – ECCV 2022 ; Part 11
; 484-501
;
2022
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ISBN:
- Conference paper / Print
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Title:Multi-granularity Pruning for Model Acceleration on Mobile Devices
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Contributors:Zhao, Tianli ( author ) / Zhang, Xi Sheryl ( author ) / Zhu, Wentao ( author ) / Wang, Jiaxing ( author ) / Yang, Sen ( author ) / Liu, Ji ( author ) / Cheng, Jian ( author )
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Conference:ECCV ; 17. ; 2022 ; Tel Aviv; Online
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Published in:Computer vision – ECCV 2022 ; Part 11 ; 484-501
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Publisher:
- New search for: Springer
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Place of publication:Cham
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Publication date:2022
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ISBN:
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Type of media:Conference paper
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Type of material:Print
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Language:English
- New search for: 54.74
- Further information on Basic classification
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Keywords:
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Classification:
BKL: 54.74 Maschinelles Sehen -
Source:
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A Simple Approach and Benchmark for 21,000-Category Object DetectionLin, Yutong / Li, Chen / Cao, Yue / Zhang, Zheng / Wang, Jianfeng / Wang, Lijuan / Liu, Zicheng / Hu, Han et al. | 2022
- 19
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Knowledge Condensation DistillationLi, Chenxin / Lin, Mingbao / Ding, Zhiyuan / Lin, Nie / Zhuang, Yihong / Huang, Yue / Ding, Xinghao / Cao, Liujuan et al. | 2022
- 36
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Reducing Information Loss for Spiking Neural NetworksGuo, Yufei / Chen, Yuanpei / Zhang, Liwen / Wang, YingLei / Liu, Xiaode / Tong, Xinyi / Ou, Yuanyuan / Huang, Xuhui / Ma, Zhe et al. | 2022
- 53
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Masked Generative DistillationYang, Zhendong / Li, Zhe / Shao, Mingqi / Shi, Dachuan / Yuan, Zehuan / Yuan, Chun et al. | 2022
- 70
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Fine-grained Data Distribution Alignment for Post-Training QuantizationZhong, Yunshan / Lin, Mingbao / Chen, Mengzhao / Li, Ke / Shen, Yunhang / Chao, Fei / Wu, Yongjian / Ji, Rongrong et al. | 2022
- 87
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Learning with Recoverable ForgettingYe, Jingwen / Fu, Yifang / Song, Jie / Yang, Xingyi / Liu, Songhua / Jin, Xin / Song, Mingli / Wang, Xinchao et al. | 2022
- 104
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Efficient One Pass Self-distillation with Zipf’s Label SmoothingLiang, Jiajun / Li, Linze / Bing, Zhaodong / Zhao, Borui / Tang, Yao / Lin, Bo / Fan, Haoqiang et al. | 2022
- 120
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Prune Your Model Before Distill ItPark, Jinhyuk / No, Albert et al. | 2022
- 137
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Deep Partial Updating: Towards Communication Efficient Updating for On-Device InferenceQu, Zhongnan / Liu, Cong / Thiele, Lothar et al. | 2022
- 154
-
Patch Similarity Aware Data-Free Quantization for Vision TransformersLi, Zhikai / Ma, Liping / Chen, Mengjuan / Xiao, Junrui / Gu, Qingyi et al. | 2022
- 171
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L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN TrainingBae, Jonghyun / Baek, Woohyeon / Ham, Tae Jun / Lee, Jae W. et al. | 2022
- 189
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Streaming Multiscale Deep Equilibrium ModelsErtenli, Can Ufuk / Akbas, Emre / Cinbis, Ramazan Gokberk et al. | 2022
- 206
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Symmetry Regularization and Saturating Nonlinearity for Robust QuantizationPark, Sein / Jang, Yeongsang / Park, Eunhyeok et al. | 2022
- 223
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SP-Net: Slowly Progressing Dynamic Inference NetworksWang, Huanyu / Zhang, Wenhu / Su, Shihao / Wang, Hui / Miao, Zhenwei / Zhan, Xin / Li, Xi et al. | 2022
- 241
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Equivariance and Invariance Inductive Bias for Learning from Insufficient DataWad, Tan / Sun, Qianru / Pranata, Sugiri / Jayashree, Karlekar / Zhang, Hanwang et al. | 2022
- 259
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Mixed-Precision Neural Network Quantization via Learned Layer-Wise ImportanceTang, Chen / Ouyang, Kai / Wang, Zhi / Zhu, Yifei / Ji, Wen / Wang, Yaowei / Zhu, Wenwu et al. | 2022
- 276
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Event Neural NetworksDutson, Matthew / Li, Yin / Gupta, Mohit et al. | 2022
- 294
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EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision TransformersPan, Junting / Bulat, Adrian / Tan, Fuwen / Zhu, Xiatian / Dudziak, Lukasz / Li, Hongsheng / Tzimiropoulos, Georgios / Martinez, Brais et al. | 2022
- 312
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PalQuant: Accelerating High-Precision Networks on Low-Precision AcceleratorsHu, Qinghao / Li, Gang / Wu, Qiman / Cheng, Jian et al. | 2022
- 328
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Disentangled Differentiable Network PruningGao, Shangqian / Huang, Feihu / Zhang, Yanfu / Huang, Heng et al. | 2022
- 346
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IDa-Det: An Information Discrepancy-Aware Distillation for 1-Bit DetectorsXu, Sheng / Li, Yanjing / Zeng, Bohan / Ma, Teli / Zhang, Baochang / Cao, Xianbin / Gao, Peng / Lü, Jinhu et al. | 2022
- 362
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Learning to Weight Samples for Dynamic Early-Exiting NetworksHan, Yizeng / Pu, Yifan / Lai, Zihang / Wang, Chaofei / Song, Shiji / Cao, Junfeng / Huang, Wenhui / Deng, Chao / Huang, Gao et al. | 2022
- 379
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AdaBin: Improving Binary Neural Networks with Adaptive Binary SetsTu, Zhijun / Chen, Xinghao / Ren, Pengju / Wang, Yunhe et al. | 2022
- 396
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Adaptive Token Sampling for Efficient Vision TransformersFayyaz, Mohsen / Koohpayegani, Soroush Abbasi / Jafari, Farnoush Rezaei / Sengupta, Sunando / Joze, Hamid Reza Vaezi / Sommerlade, Eric / Pirsiavash, Hamed / Gall, Jürgen et al. | 2022
- 415
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Weight Fixing NetworksSubia-Waud, Christopher / Dasmahapatra, Srinandan et al. | 2022
- 432
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Self-slimmed Vision TransformerZong, Zhuofan / Li, Kunchang / Song, Guanglu / Wang, Yali / Qiao, Yu / Leng, Biao / Liu, Yu et al. | 2022
- 449
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Switchable Online Knowledge DistillationQian, Biao / Wang, Yang / Yin, Hongzhi / Hong, Richang / Wang, Meng et al. | 2022
- 467
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ℓ∞-Robustness and Beyond: Unleashing Efficient Adversarial TrainingDolatabadi, Hadi M. / Erfani, Sarah / Leckie, Christopher et al. | 2022
- 484
-
Multi-granularity Pruning for Model Acceleration on Mobile DevicesZhao, Tianli / Zhang, Xi Sheryl / Zhu, Wentao / Wang, Jiaxing / Yang, Sen / Liu, Ji / Cheng, Jian et al. | 2022
- 502
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Deep Ensemble Learning by Diverse Knowledge Distillation for Fine-Grained Object ClassificationOkamoto, Naoki / Hirakawa, Tsubasa / Yamashita, Takayoshi / Fujiyoshi, Hironobu et al. | 2022
- 519
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Helpful or Harmful: Inter-task Association in Continual LearningJin, Hyundong / Kim, Eunwoo et al. | 2022
- 536
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Towards Accurate Binary Neural Networks via Modeling Contextual DependenciesXing, Xingrun / Li, Yangguang / Li, Wei / Ding, Wenrui / Jiang, Yalong / Wang, Yufeng / Shao, Jing / Liu, Chunlei / Liu, Xianglong et al. | 2022
- 553
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SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic NetworksLin, Chien-Yu / Prabhu, Anish / Merth, Thomas / Mehta, Sachin / Ranjan, Anurag / Horton, Maxwell / Rastegari, Mohammad et al. | 2022
- 569
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Ensemble Knowledge Guided Sub-network Search and Fine-Tuning for Filter PruningLee, Seunghyun / Song, Byung Cheol et al. | 2022
- 586
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Network Binarization via Contrastive LearningShang, Yuzhang / Xu, Dan / Zong, Ziliang / Nie, Liqiang / Yan, Yan et al. | 2022
- 603
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Lipschitz Continuity Retained Binary Neural NetworkShang, Yuzhang / Xu, Dan / Duan, Bin / Zong, Ziliang / Nie, Liqiang / Yan, Yan et al. | 2022
- 620
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SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token PruningKong, Zhenglun / Dong, Peiyan / Ma, Xiaolong / Meng, Xin / Niu, Wei / Sun, Mengshu / Shen, Xuan / Yuan, Geng / Ren, Bin / Tang, Hao et al. | 2022
- 641
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Soft Masking for Cost-Constrained Channel PruningHumble, Ryan / Shen, Maying / Latorre, Jorge Albericio / Darve, Eric / Alvarez, Jose et al. | 2022
- 658
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Non-uniform Step Size Quantization for Accurate Post-training QuantizationOh, Sangyun / Sim, Hyeonuk / Kim, Jounghyun / Lee, Jongeun et al. | 2022
- 674
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SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter PruningYou, Haoran / Li, Baopu / Sun, Zhanyi / Ouyang, Xu / Lin, Yingyan et al. | 2022
- 691
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Meta-GF: Training Dynamic-Depth Neural Networks HarmoniouslySun, Yi / Li, Jian / Xu, Xin et al. | 2022
- 709
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Towards Ultra Low Latency Spiking Neural Networks for Vision and Sequential Tasks Using Temporal PruningChowdhury, Sayeed Shafayet / Rathi, Nitin / Roy, Kaushik et al. | 2022
- 727
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Towards Accurate Network Quantization with Equivalent Smooth RegularizerSolodskikh, Kirill / Chikin, Vladimir / Aydarkhanov, Ruslan / Song, Dehua / Zhelavskaya, Irina / Wei, Jiansheng et al. | 2022