{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:33:41Z","timestamp":1763192021826,"version":"3.45.0"},"reference-count":46,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11229356","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-9","source":"Crossref","is-referenced-by-count":0,"title":["Slide-CLIP: A Simple and Effective Pruning Method for CLIP"],"prefix":"10.1109","author":[{"given":"Jiaxin","family":"Shi","sequence":"first","affiliation":[{"name":"University of Science and Technology of China (USTC),School of Biomedical Engineering, Division of Life Sciences and Medicine,Hefei,China,230026"}]},{"given":"Xin","family":"Luo","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China (USTC),School of Biomedical Engineering, Division of Life Sciences and Medicine,Hefei,China,230026"}]},{"given":"S. Kevin","family":"Zhou","sequence":"additional","affiliation":[{"name":"University of Science and Technology of China (USTC),School of Biomedical Engineering, Division of Life Sciences and Medicine,Hefei,China,230026"}]}],"member":"263","reference":[{"key":"ref1","first-page":"8748","article-title":"Learning transferable visual models from natural language supervision","volume-title":"International conference on machine learning","author":"Radford"},{"article-title":"Openclip","year":"2021","author":"Ilharco","key":"ref2"},{"article-title":"Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding","year":"2015","author":"Han","key":"ref3"},{"article-title":"Model compression via distillation and quantization","year":"2018","author":"Polino","key":"ref4"},{"key":"ref5","first-page":"37524","article-title":"Understanding int4 quantization for language models: latency speedup, composability, and failure cases","volume-title":"International Conference on Machine Learning","author":"Wu"},{"article-title":"Large multimodal model compression via efficient pruning and distillation at antgroup","year":"2023","author":"Wang","key":"ref6"},{"article-title":"How does calibration data affect the post-training pruning and quantization of large language models?","year":"2023","author":"Williams","key":"ref7"},{"article-title":"A survey of resource-efficient llm and multimodal foundation models","year":"2024","author":"Xu","key":"ref8"},{"key":"ref9","article-title":"Runtime neural pruning","volume":"30","author":"Lin","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3410463.3414654"},{"article-title":"Deepsparse: High-performance inference for sparse models","year":"2024","author":"Magic","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.02008"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02584"},{"key":"ref14","first-page":"31292","article-title":"Upop: Unified and progressive pruning for compressing vision-language transformers","volume-title":"International Conference on Machine Learning","author":"Shi"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-acl.873"},{"key":"ref16","first-page":"14691","article-title":"Instant soup: Cheap pruning ensembles in a single pass can draw lottery tickets from large models","volume-title":"International Conference on Machine Learning","author":"Jaiswal"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.l803.03635"},{"key":"ref18","first-page":"10323","article-title":"Sparsegpt: Massive language models can be accurately pruned in one-shot","volume-title":"International Conference on Machine Learning","author":"Frantar"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00886"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"},{"issue":"2","key":"ref21","first-page":"4","article-title":"Reading digits in natural images with unsupervised feature learning","volume-title":"NIPS Workshop on deep learning and unsupervised feature learning","volume":"2011","author":"Netzer"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2013.77"},{"key":"ref23","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009","journal-title":"Handbook of Systemic Autoimmune Diseases"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2013.6706807"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICVGIP.2008.47"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10599-4_29"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2019.2918242"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539970"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2017.2675998"},{"key":"ref30","article-title":"Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks","volume":"32","author":"Lu","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01101"},{"key":"ref32","first-page":"1597","article-title":"A simple framework for contrastive learning of visual representations","volume-title":"International conference on machine learning","author":"Chen"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00633"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01059"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-024-02959-y"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01081"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43895-0_10"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.emnlp-main.256"},{"article-title":"Stabilizing the lottery ticket hypothesis","year":"2019","author":"Frankle","key":"ref39"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i1.19945"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","year":"2020","author":"Dosovitskiy","key":"ref42"},{"article-title":"A simple and effective pruning approach for large language models","volume-title":"The Twelfth International Conference on Learning Representations","author":"Sun","key":"ref43"},{"key":"ref44","article-title":"Second order derivatives for network pruning: Optimal brain surgeon","volume-title":"Advances in Neural Information Processing Systems","volume":"5","author":"Hassibi","year":"1992"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26297"},{"key":"ref46","article-title":"SNIP: single-shot network pruning based on connection sensitivity","volume-title":"CoRR","author":"Lee","year":"2018"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11229356.pdf?arnumber=11229356","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:30:59Z","timestamp":1763191859000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11229356\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11229356","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}