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97 Results
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Poster
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Wed 11:00 |
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective Qishuai Wen · Chun-Guang Li |
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Workshop
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LLM Compression with Neural Architecture Search Rhea Sukthanker · Benedikt Staffler · Frank Hutter · Aaron Klein |
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Workshop
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Robust Emulator for Compressible Navier-Stokes using Equivariant Geometric Convolutions Wilson G. Gregory · David W Hogg · Kaze W. K. Wong · Soledad Villar |
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Workshop
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Sun 16:30 |
Contributed Talk 4: Rethinking LLM Memorization through the Lens of Adversarial Compression Avi Schwarzschild · Zhili Feng · Pratyush Maini · Zachary Lipton · J. Zico Kolter |
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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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Better Prompt Compression Without Multi-Layer Perceptrons Edouardo Honig · Andrew Lizarraga · Zijun Frank Zhang · Ying Nian Wu |
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Workshop
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A Theory for Compressibility of Graph Transformers for Transductive Learning Hamed Shirzad · Honghao Lin · Ameya Velingker · Balaji Venkatachalam · David Woodruff · Danica J. Sutherland |
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Workshop
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Sun 11:20 |
Interpretability as Compression: Reconsidering SAE Explanations of Neural Activations Kola Ayonrinde · Michael Pearce · Lee Sharkey |
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Workshop
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Sun 11:20 |
Pre-processing and Compression: Understanding Hidden Representation Refinement Across Imaging Domains via Intrinsic Dimension Nicholas Konz · Maciej Mazurowski |
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Workshop
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Unifying Subsampling Pattern Variations for Compressed Sensing MRI with Neural Operators Armeet Jatyani · Jiayun (Peter) Wang · Zihui Wu · Miguel Liu-Schiaffini · Bahareh Tolooshams · Animashree Anandkumar |
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Workshop
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Benchmarking neural lossless compression algorithms on multi-purpose astronomical image data Tuan Truong · Rithwik Sudharsan · Yibo Yang · Peter Xiangyuan · Ruihan Yang · Stephan Mandt · Joshua Bloom |
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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 |