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97 Results
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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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Poster
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Thu 11:00 |
Sparse Bayesian Generative Modeling for Compressive Sensing Benedikt Böck · Sadaf Syed · Wolfgang Utschick |
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Poster
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Thu 16:30 |
ESPACE: Dimensionality Reduction of Activations for Model Compression Charbel Sakr · Brucek Khailany |
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Poster
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Thu 11:00 |
Randomized Sparse Matrix Compression for Large-Scale Constrained Optimization in Cancer Radiotherapy Shima Adeli · Mojtaba Tefagh · Gourav Jhanwar · Masoud Zarepisheh |
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Poster
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Wed 16:30 |
Robustly overfitting latents for flexible neural image compression Yura Perugachi Diaz · Arwin Gansekoele · Sandjai Bhulai |
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Poster
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Thu 16:30 |
MeLLoC: Lossless Compression with High-order Mechanism Learning Xinyue Luo · Jin Cheng · Yu Chen |
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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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Wed 16:30 |
Credit Attribution and Stable Compression Roi Livni · Shay Moran · Kobbi Nissim · Chirag Pabbaraju |
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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 |
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Poster
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Thu 16:30 |
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression Xi Zhang · Xiaolin Wu |
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Poster
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Fri 16:30 |
Cooperative Hardware-Prompt Learning for Snapshot Compressive Imaging JIAMIAN WANG · Zongliang Wu · Yulun Zhang · Xin Yuan · Tao Lin · Zhiqiang Tao |
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Oral
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Thu 10:00 |
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression Vladimir Malinovskii · Denis Mazur · Ivan Ilin · Denis Kuznedelev · Konstantin Burlachenko · Kai Yi · Dan Alistarh · Peter Richtarik |