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21 Results
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Poster
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Thu 11:00 |
Efficient Large Multi-modal Models via Visual Context Compression Jieneng Chen · Luoxin Ye · Ju He · Zhaoyang Wang · Daniel Khashabi · Alan Yuille |
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Poster
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Fri 16:30 |
Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models Bowen Ping · Shuo Wang · Hanqing Wang · Xu Han · Yuzhuang Xu · Yukun Yan · Yun Chen · Baobao Chang · Zhiyuan Liu · Maosong Sun |
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Workshop
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Integration of Large Vision Models in Driver Monitoring Systems: Compressing and Distilling for Real-Time Automotive Applications Georgios Markos Chatziloizos · Andrea Ancora · Andrew Comport · barat christian |
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Poster
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Fri 16:30 |
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment Ge Yang · Changyi He · Jinyang Guo · Jianyu Wu · Yifu Ding · Aishan Liu · Haotong Qin · Pengliang Ji · Xianglong Liu |
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Workshop
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Efficient Vocabulary Compression for Low-Resource Language Models Sreeram Vennam · Anish Joishy · Ponnurangam Kumaraguru |
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Poster
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Wed 11:00 |
Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models Alliot Nagle · Adway Girish · Marco Bondaschi · Michael Gastpar · Ashok Vardhan Makkuva · Hyeji Kim |
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Poster
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FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models Wanyi Ning · Jingyu Wang · Qi Qi · Mengde Zhu · Haifeng Sun · Daixuan Cheng · Jianxin Liao · Ce Zhang |
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Workshop
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Efficient Model Compression Techniques with FishLeg Jamie McGowan · Wei Sheng Lai · Weibin Chen · Henry Aldridge · Jools Clarke · Jezabel Garcia · Rui Xia · Yilei Liang · Guillaume Hennequin · Alberto Bernacchia |
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Poster
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Wed 11:00 |
Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning CHENYU YANG · Xizhou Zhu · Jinguo Zhu · Weijie Su · Junjie Wang · Xuan Dong · Wenhai Wang · Bin Li · Jie Zhou · Yu Qiao · Jifeng Dai |