Search Results - decoding (algorithm OR Algorithmssics)

Bounds and Constructions of High-Memory Spatially-Coupled Codes by Huang, Lei

Table of Contents: “… that negatively impact decoding performance. Additionally, we present, for the first time, a constructive…”
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A Factor-Graph Formulation of CSS Syndrome Decoding: Joint BP and Four-State BP by Kasai, Kenta

Table of Contents: “…For CSS syndrome decoding, the two check matrices impose binary parity-check constraints on the two…”
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Deep Generative Model based Rate-Distortion for Image Downscaling Assessment by Liang, Yuanbang, Garg, Bhavesh, Rosin, Paul L, Qin, Yipeng

Table of Contents: “… to quantitatively evaluate image downscaling algorithms. In contrast to image-based methods that measure the quality…”
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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: “…-generation algorithms, and efficient generation. Token-level generation algorithms, often called decoding…”
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An Optimal Transport-Based Method for Computing LM Rate and Its Convergence Analysis by Wu, Shitong, Ye, Wenhao, Li, Xinwei, Chen, Lingyi, Zhang, Wenyi, Wu, Huihui, Wu, Hao

Table of Contents: “… decoding metric and serves as a critical performance indicator in numerous practical communication…”
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Flexible and Efficient Grammar-Constrained Decoding by Park, Kanghee, Zhou, Timothy, D'Antoni, Loris

Table of Contents: “… syntactic rules, such as code snippets or formatted data. Grammar-constrained decoding (GCD) can guarantee…”
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Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers by Yona, Gal, Aharoni, Roee, Geva, Mor

Table of Contents: “… of the EntityQuestions dataset. We evaluate a range of decoding methods on GRANOLA-EQ, including a new algorithm, called…”
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OAT: Object-Level Attention Transformer for Gaze Scanpath Prediction by Fang, Yini, Yu, Jingling, Zhang, Haozheng, van der Lans, Ralf, Shi, Bertram

Table of Contents: “… target object within a cluttered scene of distractors. OAT uses an encoder-decoder architecture…”
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Investigations on Algorithm Selection for Interval-Based Coding Methods by Strutz, Tilo, Schreiber, Nico

Table of Contents: “… the correct symbol in the decoder, each of these methods requires the comparison of a state variable…”
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Optimizing Medical Image Segmentation with Advanced Decoder Design by Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Table of Contents: “… on the encoder, overlooking the crucial role of the decoder in optimizing segmentation details. This design…”
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END$^2$: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions by Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Table of Contents: “… into training, we propose a novel dual-decoder architecture (END$^2$). Unlike conventional END architecture, our…”
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Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective by Han, Seungwook, Song, Jinyeop, Gore, Jeff, Agrawal, Pulkit

Table of Contents: “… decoding algorithms and improves its ICL performance. We validate this phenomenon across pretrained models…”
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Joint Sparse Graph for Enhanced MIMO-AFDM Receiver Design by Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Table of Contents: “…) and expectation propagation (EP)-based algorithms are derived. As both VI-based detection and low-density parity…”
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QUITS: A modular Qldpc code circUIT Simulator by Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Table of Contents: “… circuits, decoding algorithms, and noise models, enabling comprehensive and customizable studies…”
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Optimal Reconstruction Codes with Given Reads in Multiple Burst-Substitutions Channels by Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Table of Contents: “… of reads used in the reconstruction process, and the decoding list size. We show that over a channel…”
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MIRANDA: short signatures from a leakage-free full-domain-hash scheme by Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Table of Contents: “… algorithm relies on a decoding task where there is exactly one solution, there are many possible signatures…”
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BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding by Yuan, Jiayi, Shinn, Cameron, Xu, Kai, Cui, Jingze, Klimiashvili, George, Xiao, Guangxuan, Zheng, Perkz, Li, Bo, Zhou, Yuxin, Ye, Zhouhai, You, Weijie, Zheng, Tian, Brown, Dominic, Wang, Pengbo, Hoehnerbach, Markus, Cai, Richard, Demouth, Julien, Owens, John D., Hu, Xia, Han, Song, Liu, Timmy, Mao, Huizi

Table of Contents: “… training requirements, avoids expensive pre-computation passes, accelerates both prefill and decode across…”
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Entropy-Aligned Decoding of LMs for Better Writing and Reasoning by Ahmed, Kareem, Singh, Sameer

Table of Contents: “… distribution. Still, vanilla random sampling from LMs yields low quality generations. Decoding algorithms…”
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HIPPO: Accelerating Video Large Language Models Inference via Holistic-aware Parallel Speculative Decoding by Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Table of Contents: “…Speculative decoding (SD) has emerged as a promising approach to accelerate LLM inference without…”
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DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference by Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Table of Contents: “…Speculative decoding is an effective and lossless approach for accelerating LLM inference. However…”
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