Search Results - (coding OR (endedededededededededededededededededededededededededecoding OR Decoding)) algorithm

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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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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Decoding Quantum Search Advantage: The Critical Role of State Properties in Random Walks by Zhou, Si-Qi, Liang, Jin-Min, Ding, Ziheng, Chen, Zhihua, Fei, Shao-Ming, Ma, Zhihao

Table of Contents: “…Quantum algorithms have demonstrated provable speedups over classical counterparts, yet…”
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From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models by Welleck, Sean, Bertsch, Amanda, Finlayson, Matthew, Schoelkopf, Hailey, Xie, Alex, Neubig, Graham, Kulikov, Ilia, Harchaoui, Zaid

Table of Contents: “… explore three areas under a unified mathematical formalism: token-level generation algorithms, meta…”
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A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers by Huang, Chenyang, Zhou, Hao, Jen, Cameron, Zheng, Kangjie, Zaïane, Osmar R., Mou, Lili

Table of Contents: “… decoding algorithm based on the Directed Acyclic Transformer (DAT). Our approach allows for multiple…”
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Diverse Transformer Decoding for Offline Reinforcement Learning Using Financial Algorithmic Approaches by Elbaz, Dan, Salzman, Oren

Table of Contents: “…Offline Reinforcement Learning (RL) algorithms learn a policy using a fixed training dataset, which…”
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Movable Antenna Aided NOMA: Joint Antenna Positioning, Precoding, and Decoding Design by Xiao, Zhenyu, Li, Zhe, Zhu, Lipeng, Ning, Boyu, da Costa, Daniel Benevides, Xia, Xiang-Gen, Zhang, Rui

Table of Contents: “… two-loop iterative optimization algorithm that combines the hippopotamus optimization (HO) method…”
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Time-Masked Transformers with Lightweight Test-Time Adaptation for Neural Speech Decoding by Feghhi, Ebrahim, Kaasyap, Shreyas, Hadidi, Nima, Kao, Jonathan C.

Table of Contents: “… speech directly from neural activity. To accelerate algorithmic progress, a recent benchmark released…”
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Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models by Kempton, Tom, Burrell, Stuart

Table of Contents: “… for language models by expressing popular decoding algorithms as equilibrium states in the language of ergodic…”
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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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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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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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