Résultats de la recherche - decoding (algorithm OR Algorithmsssics)

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

Table des matières: “… 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 par Kasai, Kenta

Table des matières: “…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 par Liang, Yuanbang, Garg, Bhavesh, Rosin, Paul L, Qin, Yipeng

Table des matières: “… 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 par Welleck, Sean, Bertsch, Amanda, Finlayson, Matthew, Schoelkopf, Hailey, Xie, Alex, Neubig, Graham, Kulikov, Ilia, Harchaoui, Zaid

Table des matières: “…-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 par Wu, Shitong, Ye, Wenhao, Li, Xinwei, Chen, Lingyi, Zhang, Wenyi, Wu, Huihui, Wu, Hao

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

Table des matières: “… 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 par Yona, Gal, Aharoni, Roee, Geva, Mor

Table des matières: “… 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 par Fang, Yini, Yu, Jingling, Zhang, Haozheng, van der Lans, Ralf, Shi, Bertram

Table des matières: “… 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 par Strutz, Tilo, Schreiber, Nico

Table des matières: “… 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 par Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Table des matières: “… 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 par Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Table des matières: “… 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 par Han, Seungwook, Song, Jinyeop, Gore, Jeff, Agrawal, Pulkit

Table des matières: “… 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 par Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Table des matières: “…) 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 par Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Table des matières: “… 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 par Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Table des matières: “… 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 par Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Table des matières: “… 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 par 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 des matières: “… 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 par Ahmed, Kareem, Singh, Sameer

Table des matières: “… 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 par Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Table des matières: “…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 par Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

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