Soft Convex Quantization: Revisiting Vector Quantization with Convex
Optimization

Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization

Conference on Learning for Dynamics & Control (L4DC), 2023

4 October 2023

Somayeh Sojoudi

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Papers citing "Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization"

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Title
DiVeQ: Differentiable Vector Quantization Using the Reparameterization Trick Mohammad Hassan Vali Tom Bäckström Arno Solin MQ 92 0 0 30 Sep 2025
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey Jindong Li Yali Fu Jiahong Liu Linxiao Cao Wei Ji Menglin Yang Irwin King Ming-Hsuan Yang OffRL 130 2 0 21 Jul 2025
Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector QuantizationIEEE Transactions on Signal Processing (IEEE TSP), 2025 Eyal Fishel M. Malka Shai Ginzach Stefano Rini 311 3 0 07 Jan 2025
Representation Collapsing Problems in Vector Quantization Wenhao Zhao Qiran Zou Rushi Shah Dianbo Liu 170 8 0 25 Nov 2024
Restructuring Vector Quantization with the Rotation TrickInternational Conference on Learning Representations (ICLR), 2024 Christopher Fifty Ronald G. Junkins Dennis Duan Aniketh Iger Jerry W. Liu Ehsan Amid Sebastian Thrun Christopher Ré LLMSV 420 31 0 08 Oct 2024
Balance of Number of Embedding and their Dimensions in Vector Quantization Hang Chen Sankepally Sainath Reddy Ziwei Chen Dianbo Liu 166 5 0 06 Jul 2024