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21 Results
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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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Workshop
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LiteVAR: Compressing Visual Autoregressive Modelling with Efficient Attention and Quantization Rui Xie · Tianchen Zhao · Zhihang Yuan · Rui Wan · Wenxi Gao · Zhenhua Zhu · Xuefei Ning · Yu Wang |
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Workshop
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Towards Scalable Compression with Universally Quantized Diffusion Models Yibo Yang · Justus C. Will · Stephan Mandt |
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Workshop
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Residual vector quantization for KV cache compression in large language model Ankur Kumar |
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Workshop
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Skipping Computations in Multimodal LLMs Mustafa Shukor · Matthieu Cord |
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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 |
Compressing Large Language Models using Low Rank and Low Precision Decomposition Rajarshi Saha · Naomi Sagan · Varun Srivastava · Andrea Goldsmith · Mert Pilanci |
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Workshop
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You Never Know: Quantization Induces Inconsistent Biases in Vision-Language Foundation Models Eric Slyman · Anirudh Kanneganti · Sanghyun Hong · Stefan Lee |
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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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Workshop
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Bridging the Gap between Diffusion Models and Universal Quantization for Image Compression Lucas Relic · Roberto Azevedo · Yang Zhang · Markus Gross · Christopher Schroers |
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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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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 |