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X-Pruner: eXplainable Pruning for Vision Transformers
Computer Vision and Pattern Recognition (CVPR), 2023
8 March 2023
Lu Yu
Wei Xiang
ViT
Re-assign community
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Papers citing
"X-Pruner: eXplainable Pruning for Vision Transformers"
46 / 46 papers shown
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Yuheng Qiu
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200
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ActVAR: Activating Mixtures of Weights and Tokens for Efficient Visual Autoregressive Generation
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Ruiqing Yang
Yuan Zhang
Shan You
Tao Huang
VLM
131
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17 Nov 2025
Stratified Knowledge-Density Super-Network for Scalable Vision Transformers
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Lei Qi
Xin Geng
ViT
124
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12 Nov 2025
Accelerating Vision Transformers with Adaptive Patch Sizes
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JungEun Kim
Jeongseok Lee
Eunho Yang
László A. Jeni
Kishore Venkateshan
ViT
116
1
0
20 Oct 2025
Foundation Models for Autonomous Driving Perception: A Survey Through Core Capabilities
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Rajendramayavan Sathyam
Yueqi Li
VLM
LRM
177
2
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10 Sep 2025
CoFormer: Collaborating with Heterogeneous Edge Devices for Scalable Transformer Inference
IEEE transactions on computers (IEEE Trans. Comput.), 2025
Guanyu Xu
Zhiwei Hao
Li Shen
Yong Luo
Fuhui Sun
Xiaoyan Wang
Han Hu
Yonggang Wen
148
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
164
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29 Jul 2025
Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning
Lizhen Xu
Xiuxiu Bai
Yang Liu
Jianwu Fang
Zehao Wu
379
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01 Jul 2025
Recent Advances in Medical Image Classification
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Loan Dao
Ngoc Quoc Ly
226
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04 Jun 2025
Onboard Optimization and Learning: A Survey
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Mahardhika Pratama
Ryszard Kowalczyk
350
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07 May 2025
Image Recognition with Online Lightweight Vision Transformer: A Survey
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Rongtao Xu
Jie Zhou
Changwei Wang
Xingtian Pei
...
Jiguang Zhang
Li Guo
Longxiang Gao
Wenyuan Xu
Shibiao Xu
ViT
1.1K
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0
06 May 2025
TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks
Proceedings on Privacy Enhancing Technologies (PoPETs), 2025
Mohammad Maheri
Hamed Haddadi
Alex Davidson
330
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0
27 Apr 2025
TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Jaewoo Lee
Keyang Xuan
Chanakya Ekbote
Sandeep Polisetty
Yi R. Fung
Paul Pu Liang
VLM
344
3
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
275
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04 Apr 2025
Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP
Chenyang Zhao
Kun Wang
J. H. Hsiao
Antoni B. Chan
CLIP
263
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26 Feb 2025
Deploying Foundation Model Powered Agent Services: A Survey
Wenchao Xu
Jinyu Chen
Peirong Zheng
Xiaoquan Yi
Tianyi Tian
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Quan Wan
Yining Qi
Yunfeng Fan
Qinliang Su
Xuemin Shen
AI4CE
471
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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
480
2
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03 Dec 2024
Efficient Partitioning Vision Transformer on Edge Devices for Distributed Inference
IEEE International Conference on Distributed Computing Systems (ICDCS), 2024
Xiang Liu
Yijun Song
Xia Li
Yifei Sun
Huiying Lan
Zemin Liu
Linshan Jiang
Jialin Li
240
1
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15 Oct 2024
OATS: Outlier-Aware Pruning Through Sparse and Low Rank Decomposition
International Conference on Learning Representations (ICLR), 2024
Stephen Zhang
Vardan Papyan
VLM
546
16
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20 Sep 2024
Token Compensator: Altering Inference Cost of Vision Transformer without Re-Tuning
European Conference on Computer Vision (ECCV), 2024
Shibo Jie
Yehui Tang
Jianyuan Guo
Zhi-Hong Deng
Kai Han
Yunhe Wang
VLM
207
6
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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
336
23
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17 Jul 2024
Isomorphic Pruning for Vision Models
Gongfan Fang
Xinyin Ma
Michael Bi Mi
Xinchao Wang
VLM
ViT
248
19
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
649
17
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
296
14
0
27 Jun 2024
Speeding Up Image Classifiers with Little Companions
Yang Liu
Kowshik Thopalli
Jayaraman J. Thiagarajan
VLM
260
0
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24 Jun 2024
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers
Computer Vision and Pattern Recognition (CVPR), 2024
Narges Norouzi
Svetlana Orlova
Daan de Geus
Gijs Dubbelman
ViT
FedML
219
23
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14 Jun 2024
Subspace Node Pruning
Joshua Offergeld
Marcel van Gerven
Nasir Ahmad
345
0
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26 May 2024
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
A. Fuller
Daniel G. Kyrollos
Yousef Yassin
James R. Green
327
4
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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
293
85
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17 May 2024
Data-independent Module-aware Pruning for Hierarchical Vision Transformers
Yang He
Qiufeng Wang
ViT
231
8
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21 Apr 2024
SNP: Structured Neuron-level Pruning to Preserve Attention Scores
Kyunghwan Shim
Jaewoong Yun
Shinkook Choi
150
2
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18 Apr 2024
The Need for Speed: Pruning Transformers with One Recipe
Samir Khaki
Konstantinos N. Plataniotis
350
14
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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
178
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
192
43
0
05 Mar 2024
A Survey on Transformer Compression
Yehui Tang
Yunhe Wang
Jianyuan Guo
Zhijun Tu
Kai Han
Hailin Hu
Dacheng Tao
455
66
0
05 Feb 2024
MPTQ-ViT: Mixed-Precision Post-Training Quantization for Vision Transformer
Y. Tai
An-Yeu Wu
Wu
MQ
310
9
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26 Jan 2024
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning
Neural Networks (Neural Netw.), 2023
Chu Myaet Thwal
Minh N. H. Nguyen
Ye Lin Tun
Seongjin Kim
My T. Thai
Choong Seon Hong
265
10
0
22 Jan 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer
AAAI 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
223
15
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12 Jan 2024
Adaptive Depth Networks with Skippable Sub-Paths
Woochul Kang
219
2
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27 Dec 2023
Explainability of Vision Transformers: A Comprehensive Review and New Perspectives
Rojina Kashefi
Leili Barekatain
Mohammad Sabokrou
Fatemeh Aghaeipoor
ViT
272
19
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12 Nov 2023
SPADE: Sparsity-Guided Debugging for Deep Neural Networks
International Conference on Machine Learning (ICML), 2023
Arshia Soltani Moakhar
Eugenia Iofinova
Elias Frantar
Dan Alistarh
330
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0
06 Oct 2023
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
International Conference on Learning Representations (ICLR), 2023
Yi-Lin Sung
Jaehong Yoon
Mohit Bansal
VLM
273
20
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04 Oct 2023
A survey on efficient vision transformers: algorithms, techniques, and performance benchmarking
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Lorenzo Papa
Paolo Russo
Irene Amerini
Luping Zhou
283
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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
361
8
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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
310
57
0
23 Nov 2021
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