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97 Results
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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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Poster
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Wed 16:30 |
Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression Joseph Shenouda · Rahul Parhi · Kangwook Lee · Robert Nowak |
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Affinity Event
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Enhancing Communication Efficiency and Robustness in Split-Federated Learning with Rate-Distortion inspired Compression Chamani Shiranthika Jayakody Kankanamalage · Hadi Hadizadeh · Ivan Bajić · Parvaneh Saeedi |
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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 |
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Poster
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Wed 16:30 |
Random Cycle Coding: Lossless Compression of Cluster Assignments via Bits-Back Coding Daniel Severo · Ashish Khisti · Alireza Makhzani |
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Poster
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Thu 11:00 |
Rethinking LLM Memorization through the Lens of Adversarial Compression Avi Schwarzschild · Zhili Feng · Pratyush Maini · Zachary Lipton · J. Zico Kolter |
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Poster
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Wed 11:00 |
NVRC: Neural Video Representation Compression Ho Man Kwan · Ge Gao · Fan Zhang · Andrew Gower · David Bull |
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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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Poster
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Thu 16:30 |
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses JIANAN LI · Quan Tu · Cunli Mao · Zhengtao Yu · Ji-Rong Wen · Rui Yan |
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Poster
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Fri 16:30 |
COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation Ziyuan Zhang · Han Qiu · Maosen Zhang · Jun Liu · Bin Chen · Tianwei Zhang · Hewu Li |
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Poster
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Wed 16:30 |
Solving Sparse \& High-Dimensional-Output Regression via Compression Renyuan Li · Zhehui Chen · Guanyi Wang |
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Poster
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Wed 16:30 |
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models Akide Liu · Jing Liu · Zizheng Pan · Yefei He · Reza Haffari · Bohan Zhuang |