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X-Pruner: eXplainable Pruning for Vision Transformers

Computer Vision and Pattern Recognition (CVPR), 2023

8 March 2023

Papers citing "X-Pruner: eXplainable Pruning for Vision Transformers"

46 / 46 papers shown

Title
Rethinking Vision Transformer Depth via Structural Reparameterization Chengwei Zhou Vipin Chaudhary Gourav Datta ViT 80 0 0 24 Nov 2025
Co-Me: Confidence-Guided Token Merging for Visual Geometric Transformers Yutian Chen Yuheng Qiu Ruogu Li Ali Agha Shayegan Omidshafiei Jay Patrikar Sebastian A. Scherer ViT 192 0 0 18 Nov 2025
ActVAR: Activating Mixtures of Weights and Tokens for Efficient Visual Autoregressive Generation Kaixin Zhang Ruiqing Yang Yuan Zhang Shan You Tao Huang VLM 111 0 0 17 Nov 2025
Stratified Knowledge-Density Super-Network for Scalable Vision Transformers Longhua Li Lei Qi Xin Geng ViT 116 0 0 12 Nov 2025
Accelerating Vision Transformers with Adaptive Patch Sizes Rohan Choudhury JungEun Kim Jeongseok Lee Eunho Yang László A. Jeni Kishore Venkateshan ViT 108 1 0 20 Oct 2025
Foundation Models for Autonomous Driving Perception: A Survey Through Core CapabilitiesIEEE Open Journal of Vehicular Technology (JOVT), 2025 Rajendramayavan Sathyam Yueqi Li VLM LRM 169 2 0 10 Sep 2025
CoFormer: Collaborating with Heterogeneous Edge Devices for Scalable Transformer InferenceIEEE transactions on computers (IEEE Trans. Comput.), 2025 Guanyu Xu Zhiwei Hao Li Shen Yong Luo Fuhui Sun Xiaoyan Wang Han Hu Yonggang Wen 116 0 0 28 Aug 2025
Detection Transformers Under the Knife: A Neuroscience-Inspired Approach to Ablations Nils Hütten Florian Hölken Hasan Tercan Tobias Meisen MedIm 144 0 0 29 Jul 2025
Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning Lizhen Xu Xiuxiu Bai Yang Liu Jianwu Fang Zehao Wu 343 0 0 01 Jul 2025
Recent Advances in Medical Image ClassificationInternational Journal of Advanced Computer Science and Applications (IJACSA), 2025 Loan Dao Ngoc Quoc Ly 218 5 0 04 Jun 2025
Onboard Optimization and Learning: A Survey Monirul Islam Pavel Siyi Hu Mahardhika Pratama Ryszard Kowalczyk 330 1 0 07 May 2025
Image Recognition with Online Lightweight Vision Transformer: A Survey Zherui Zhang Rongtao Xu Jie Zhou Changwei Wang Xingtian Pei ... Jiguang Zhang Li Guo Longxiang Gao Wenyuan Xu Shibiao Xu ViT 1.1K 2 0 06 May 2025
TeleSparse: Practical Privacy-Preserving Verification of Deep Neural NetworksProceedings on Privacy Enhancing Technologies (PoPETs), 2025 Mohammad Maheri Hamed Haddadi Alex Davidson 266 5 0 27 Apr 2025
TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jaewoo Lee Keyang Xuan Chanakya Ekbote Sandeep Polisetty Yi R. Fung Paul Pu Liang VLM 332 2 0 14 Apr 2025
Les Dissonances: Cross-Tool Harvesting and Polluting in Pool-of-Tools Empowered LLM Agents Zichuan Li Jian Cui Xiaojing Liao Luyi Xing LLMAG 239 0 0 04 Apr 2025
Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP Chenyang Zhao Kun Wang J. H. Hsiao Antoni B. Chan CLIP 247 6 0 26 Feb 2025
Deploying Foundation Model Powered Agent Services: A Survey Wenchao Xu Jinyu Chen Peirong Zheng Xiaoquan Yi Tianyi Tian ... Quan Wan Yining Qi Yunfeng Fan Qinliang Su Xuemin Shen AI4CE 431 5 0 18 Dec 2024
Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable Lizhen Xu Zehao Wu Wenzhao Qiu Zehao Wu Xiuxiu Bai K. Mei Jianru Xue 430 2 0 03 Dec 2024
Efficient Partitioning Vision Transformer on Edge Devices for Distributed InferenceIEEE International Conference on Distributed Computing Systems (ICDCS), 2024 Xiang Liu Yijun Song Xia Li Yifei Sun Huiying Lan Zemin Liu Linshan Jiang Jialin Li 212 3 0 15 Oct 2024
OATS: Outlier-Aware Pruning Through Sparse and Low Rank DecompositionInternational Conference on Learning Representations (ICLR), 2024 Stephen Zhang Vardan Papyan VLM 522 16 0 20 Sep 2024
Token Compensator: Altering Inference Cost of Vision Transformer without Re-TuningEuropean Conference on Computer Vision (ECCV), 2024 Shibo Jie Yehui Tang Jianyuan Guo Zhi-Hong Deng Kai Han Yunhe Wang VLM 179 6 0 13 Aug 2024
AdaLog: Post-Training Quantization for Vision Transformers with Adaptive Logarithm Quantizer Zhuguanyu Wu Jiaxin Chen Hanwen Zhong Di Huang Yun Wang MQ 311 23 0 17 Jul 2024
Isomorphic Pruning for Vision Models Gongfan Fang Xinyin Ma Michael Bi Mi Xinchao Wang VLM ViT 196 18 0 05 Jul 2024
LPViT: Low-Power Semi-structured Pruning for Vision Transformers Kaixin Xu Zhe Wang Chunyun Chen Xue Geng Jie Lin Xulei Yang Ruibing Jin Min Wu Xiaoli Li Weisi Lin ViT VLM 629 16 0 02 Jul 2024
From Efficient Multimodal Models to World Models: A Survey Xinji Mai Zeng Tao Junxiong Lin Haoran Wang Yang Chang Yanlan Kang Yan Wang Wenqiang Zhang 276 14 0 27 Jun 2024
Speeding Up Image Classifiers with Little Companions Yang Liu Kowshik Thopalli Jayaraman J. Thiagarajan VLM 244 0 0 24 Jun 2024
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2024 Narges Norouzi Svetlana Orlova Daan de Geus Gijs Dubbelman ViT FedML 191 22 0 14 Jun 2024
Subspace Node Pruning Joshua Offergeld Marcel van Gerven Nasir Ahmad 269 0 0 26 May 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate A. Fuller Daniel G. Kyrollos Yousef Yassin James R. Green 302 4 0 22 May 2024
Efficient Multimodal Large Language Models: A Survey Yizhang Jin Jian Li Yexin Liu Tianjun Gu Kai Wu ... Xin Tan Zhenye Gan Yabiao Wang Chengjie Wang Lizhuang Ma LRM 261 84 0 17 May 2024
Data-independent Module-aware Pruning for Hierarchical Vision Transformers Yang He Qiufeng Wang ViT 203 7 0 21 Apr 2024
SNP: Structured Neuron-level Pruning to Preserve Attention Scores Kyunghwan Shim Jaewoong Yun Shinkook Choi 126 2 0 18 Apr 2024
The Need for Speed: Pruning Transformers with One Recipe Samir Khaki Konstantinos N. Plataniotis 318 14 0 26 Mar 2024
Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment Jun Liu Chao Wu Changdi Yang Hao Tang Zhenglun Kong ... Wei Niu Yanzhi Wang Xue Lin Dong Huang Yanzhi Wang 150 0 0 16 Mar 2024
MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer Jianjian Cao Peng Ye Shengze Li Chong Yu Yansong Tang Jiwen Lu Tao Chen 156 43 0 05 Mar 2024
A Survey on Transformer Compression Yehui Tang Yunhe Wang Jianyuan Guo Zhijun Tu Kai Han Hailin Hu Dacheng Tao 423 63 0 05 Feb 2024
MPTQ-ViT: Mixed-Precision Post-Training Quantization for Vision Transformer Y. Tai An-Yeu Wu Wu MQ 274 9 0 26 Jan 2024
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learningNeural Networks (Neural Netw.), 2023 Chu Myaet Thwal Minh N. H. Nguyen Ye Lin Tun Seongjin Kim My T. Thai Choong Seon Hong 245 9 0 22 Jan 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision TransformerAAAI Conference on Artificial Intelligence (AAAI), 2024 Ji Liu Dehua Tang Yuanxian Huang Li Zhang Xiaocheng Zeng ... Jinzhang Peng Yu Wang Fan Jiang Lu Tian Ashish Sirasao ViT 211 14 0 12 Jan 2024
Adaptive Depth Networks with Skippable Sub-Paths Woochul Kang 199 2 0 27 Dec 2023
Explainability of Vision Transformers: A Comprehensive Review and New Perspectives Rojina Kashefi Leili Barekatain Mohammad Sabokrou Fatemeh Aghaeipoor ViT 250 19 0 12 Nov 2023
SPADE: Sparsity-Guided Debugging for Deep Neural NetworksInternational Conference on Machine Learning (ICML), 2023 Arshia Soltani Moakhar Eugenia Iofinova Elias Frantar Dan Alistarh 286 2 0 06 Oct 2023
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Yi-Lin Sung Jaehong Yoon Mohit Bansal VLM 245 19 0 04 Oct 2023
A survey on efficient vision transformers: algorithms, techniques, and performance benchmarkingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Lorenzo Papa Paolo Russo Irene Amerini Luping Zhou 263 81 0 05 Sep 2023
Soft labelling for semantic segmentation: Bringing coherence to label down-sampling Roberto Alcover-Couso Marcos Escudero-Viñolo Juan C. Sanmiguel Jose M. Martínez 317 8 0 27 Feb 2023
Pruning Self-attentions into Convolutional Layers in Single Path Haoyu He Jianfei Cai Jing Liu Zizheng Pan Jing Zhang Dacheng Tao Bohan Zhuang ViT 254 56 0 23 Nov 2021

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X-Pruner: eXplainable Pruning for Vision Transformers

Papers citing "X-Pruner: eXplainable Pruning for Vision Transformers"