Search Results - (endededededecoding OR (Decoding OR coding)) (algorithmics OR (algorithm OR algorithm))

Quick Adaptive Ternary Segmentation: An Efficient Decoding Procedure For Hidden Markov Models by Mösching, Alexandre, Li, Housen, Munk, Axel

Table of Contents: “… process -- a noisy version of the hidden chain. Decoding the original signal from the noisy observations…”
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ProPD: Dynamic Token Tree Pruning and Generation for LLM Parallel Decoding by Zhong, Shuzhang, Yang, Zebin, Li, Meng, Gong, Ruihao, Wang, Runsheng, Huang, Ru

Table of Contents: “… verification efficiency. Additionally, it introduces a dynamic token tree generation algorithm to balance…”
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Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding by Guo, Gabe, Ermon, Stefano

Table of Contents: “… distributions, via our Any-Subset Speculative Decoding (ASSD) algorithm. ASSD provably enables generation…”
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LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding by Xu, Chenkai, Jin, Yijie, Li, Jiajun, Tu, Yi, Long, Guoping, Tu, Dandan, Song, Mingcong, Si, Hongjie, Hou, Tianqi, Yan, Junchi, Deng, Zhijie

Table of Contents: “… Lookahead PArallel Decoding LoPA, a training-free, plug-and-play algorithm, to identify a superior TFO…”
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DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models by Ye, Xi, Zhang, Wuwei, Yin, Fangcong, Yen, Howard, Chen, Danqi

Table of Contents: “… context throughout decoding. In this work, we propose DYSCO, a novel decoding algorithm for improving long…”
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Adaptive Step Sizes and Implicit Regularization: Decoding the Generalization Landscape of Gradient Optimizers by Revista, Zen, IA, 10

Table of Contents: “… to the efficacy of gradient-based optimization algorithms. Among these, adaptive step size methods like Adam…”
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EVA: Recasting LLM Decoding into GEMM via an Efficient Vector Quantization Architecture by Duan, Bowen, Guo, Cong, Wei, Chiyue, Shan, Haoxuan, Fu, Yuzhe, Chen, Xinhua, Xu, Yifan, Zhang, Ziyue, Zhou, Changchun, Li, Hai, Chen, Yiran

Table of Contents: “… and artifacts for the ISCA 2026 paper "EVA: Recasting LLM Decoding into GEMM via an Efficient Vector…”
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Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass by Shen, Ethan, Fan, Alan, Pratt, Sarah M., Park, Jae Sung, Wallingford, Matthew, Kakade, Sham M., Holtzman, Ari, Krishna, Ranjay, Farhadi, Ali, Kusupati, Aditya

Table of Contents: “… the computation cost of running $k$ inference passes, we propose Superposed Decoding, a new decoding algorithm…”
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Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation by So, Junhyuk, Kook, Hyunho, Jang, Chaeyeon, Park, Eunhyeok

Table of Contents: “…, which often requires thousands of steps to produce a single sample. While several Speculative Decoding…”
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Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation by Potraghloo, Erfan Baghaei, Azizi, Seyedarmin, Kundu, Souvik, Pedram, Massoud

Table of Contents: “… writing applications. The code is available at https://github.com/ErfanBaghaei/Top-H-Decoding. …”
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Whisper in Medusa's Ear: Multi-head Efficient Decoding for Transformer-based ASR by Segal-Feldman, Yael, Shamsian, Aviv, Navon, Aviv, Hetz, Gill, Keshet, Joseph

Table of Contents: “… to improve performance, including efficient hardware utilization and algorithmic enhancements. In this paper…”
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Trustful LLMs: Customizing and Grounding Text Generation with Knowledge Bases and Dual Decoders by Zhu, Xiaofeng, Mandivarapu, Jaya Krishna

Table of Contents: “…) a post-processing algorithm that leverages knowledge triplets in RAG context to correct…”
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Rate-Distortion Region for Distributed Indirect Source Coding with Decoder Side Information by Tang, Jiancheng, Yang, Qianqian

Table of Contents: “… develop a distributed Blahut-Arimoto (BA) algorithm to numerically compute the rate-distortion function…”
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How Many Bytes Can You Take Out Of Brain-To-Text Decoding? by Antonello, Richard, Sarma, Nihita, Tang, Jerry, Song, Jiaru, Huth, Alexander

Table of Contents: “… practical brain-to-text decoder is likely possible given further algorithmic improvements. …”
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High-Quality, ROS Compatible Video Encoding and Decoding for High-Definition Datasets by Li, Jian, Xu, Bowen, Schwertfeger, Sören

Table of Contents: “…Robotic datasets are important for scientific benchmarking and developing algorithms, for example…”
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Accelerating Codec-based Speech Synthesis with Multi-Token Prediction and Speculative Decoding by Nguyen, Tan Dat, Kim, Ji-Hoon, Choi, Jeongsoo, Choi, Shukjae, Park, Jinseok, Lee, Younglo, Chung, Joon Son

Table of Contents: “… decoding technique that utilises a Viterbi-based algorithm to select the optimal sequence of generated…”
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NeuroIncept Decoder for High-Fidelity Speech Reconstruction from Neural Activity by Khanday, Owais Mujtaba, Pérez-Córdoba, José L., Mir, Mohd Yaqub, Najar, Ashfaq Ahmad, Gonzalez-Lopez, Jose A.

Table of Contents: “…This paper introduces a novel algorithm designed for speech synthesis from neural activity…”
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Truth-Aware Decoding: A Program-Logic Approach to Factual Language Generation by Alpay, Faruk, Alakkad, Hamdi

Table of Contents: “…This paper introduces Truth-Aware Decoding (TAD), a verification-oriented decoding scheme…”
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Token Constraint Decoding Improves Robustness on Question Answering for Large Language Models by Yao, Jui-Ming, Chen, Hao-Yuan, Tang, Zi-Xian, Tan, Bing-Jia, Peng, Sheng-Wei, Xie, Bing-Cheng, Su, Shun-Feng

Table of Contents: “…, we introduce and evaluate Token Constraint Decoding (TCD). This simple yet effective inference-time…”
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Self-Aug: Query and Entropy Adaptive Decoding for Large Vision-Language Models by Im, Eun Woo, Ali, Muhammad Kashif, Gupta, Vivek

Table of Contents: “…, an adaptive thresholding algorithm that adaptively adjusts next token candidate size based on the output…”
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