Resultados de búsqueda - decoding (algorithm OR (Algorithmsics OR algorithmssics))

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

Tabla de Contenidos: “… 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 por Kasai, Kenta

Tabla de Contenidos: “…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 por Liang, Yuanbang, Garg, Bhavesh, Rosin, Paul L, Qin, Yipeng

Tabla de Contenidos: “… 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 por Welleck, Sean, Bertsch, Amanda, Finlayson, Matthew, Schoelkopf, Hailey, Xie, Alex, Neubig, Graham, Kulikov, Ilia, Harchaoui, Zaid

Tabla de Contenidos: “…-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 por Wu, Shitong, Ye, Wenhao, Li, Xinwei, Chen, Lingyi, Zhang, Wenyi, Wu, Huihui, Wu, Hao

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

Tabla de Contenidos: “… 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 por Yona, Gal, Aharoni, Roee, Geva, Mor

Tabla de Contenidos: “… 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 por Fang, Yini, Yu, Jingling, Zhang, Haozheng, van der Lans, Ralf, Shi, Bertram

Tabla de Contenidos: “… 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 por Strutz, Tilo, Schreiber, Nico

Tabla de Contenidos: “… 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 por Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Tabla de Contenidos: “… 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 por Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Tabla de Contenidos: “… 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 por Han, Seungwook, Song, Jinyeop, Gore, Jeff, Agrawal, Pulkit

Tabla de Contenidos: “… 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 por Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Tabla de Contenidos: “…) 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 por Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Tabla de Contenidos: “… 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 por Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Tabla de Contenidos: “… 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 por Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Tabla de Contenidos: “… 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 por 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

Tabla de Contenidos: “… 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 por Ahmed, Kareem, Singh, Sameer

Tabla de Contenidos: “… 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 por Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Tabla de Contenidos: “…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 por Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Tabla de Contenidos: “…Speculative decoding is an effective and lossless approach for accelerating LLM inference. However…”
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