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97 Results
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Poster
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Fri 16:30 |
Activation Map Compression through Tensor Decomposition for Deep Learning Le-Trung Nguyen · Aël Quélennec · Enzo Tartaglione · Samuel Tardieu · Van-Tam Nguyen |
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Poster
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Wed 11:00 |
Euclidean distance compression via deep random features Brett Leroux · Luis Rademacher |
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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 |
Capturing the denoising effect of PCA via compression ratio Chandra Sekhar Mukherjee · Nikhil Deorkar · Jiapeng Zhang |
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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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Wed 11:00 |
DiTFastAttn: Attention Compression for Diffusion Transformer Models Zhihang Yuan · Hanling Zhang · Lu Pu · Xuefei Ning · Linfeng Zhang · Tianchen Zhao · Shengen Yan · Guohao Dai · Yu Wang |
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Poster
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Thu 11:00 |
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS Zhiwen Fan · Kevin Wang · Kairun Wen · Zehao Zhu · Dejia Xu · Zhangyang "Atlas" Wang |
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Poster
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Wed 16:30 |
Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms Mengyu Zhao · Xi Chen · Xin Yuan · Shirin Jalali |
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Poster
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Thu 11:00 |
Causal Context Adjustment Loss for Learned Image Compression Minghao Han · Shiyin Jiang · Shengxi Li · Xin Deng · Mai Xu · Ce Zhu · Shuhang Gu |
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Poster
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Thu 11:00 |
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 |
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Poster
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Fri 11:00 |
Universal Exact Compression of Differentially Private Mechanisms Yanxiao Liu · Wei-Ning Chen · Ayfer Ozgur · Cheuk Ting Li |
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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 |