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97 Results
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Flexible image decoding in learned image compression Hossein Motamednia · Azadeh Mansouri · Fariba Saadati Monem · Ahmad Mahmoudi-Aznaveh |
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Grow to Compress? Efficient Training of Robust Networks on the Edge Vignesh Sundaresha · Naresh Shanbhag |
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Sample compression unleashed : New generalization bounds for real valued losses Mathieu Bazinet · Valentina Zantedeschi · Pascal Germain |
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Skipping Computations in Multimodal LLMs Mustafa Shukor · Matthieu Cord |
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Efficient Vocabulary Compression for Low-Resource Language Models Sreeram Vennam · Anish Joishy · Ponnurangam Kumaraguru |
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LSH-E Tells You What To Discard: An Adaptive Locality-Sensitive Strategy for KV Cache Compression Tahseen Rabbani · Minghui Liu · Tony O Halloran · Ananth Sankaralingam · Mary-Anne Hartley · Furong Huang |
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VRVQ: Variable Bitrate Residual Vector Quantization for Audio Compression Yunkee Chae · Woosung Choi · Yuhta Takida · Junghyun Koo · Yukara Ikemiya · Zhi Zhong · Kin Wai Cheuk · Marco Martínez-Ramírez · Kyogu Lee · Wei-Hsiang Liao · Yuki Mitsufuji |
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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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Neural Compression for Multispectral Satellite Images Woojin Cho · Steve Immanuel · Junhyuk Heo · Darongsae Kwon |
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Prioritizing Compression Explains Human Perceptual Preferences Francisco López · Bertram Shi · Jochen Triesch |
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LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression Laurent Condat · Artavazd Maranjyan · Peter Richtarik |
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Sun 9:00 |
Workshop on Machine Learning and Compression Yibo Yang · Karen Ullrich · Justus C. Will · Ezgi Ozyilkan · Elza Erkip · Stephan Mandt |