Risultati della ricerca - decoding (algorithm OR (Algorithmsssics OR Algorithmsssics))

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

Sommario: “... that negatively impact decoding performance. Additionally, we present, for the first time, a constructive...”
Testo

A Factor-Graph Formulation of CSS Syndrome Decoding: Joint BP and Four-State BP di Kasai, Kenta

Sommario: “...For CSS syndrome decoding, the two check matrices impose binary parity-check constraints on the two...”
Testo

Deep Generative Model based Rate-Distortion for Image Downscaling Assessment di Liang, Yuanbang, Garg, Bhavesh, Rosin, Paul L, Qin, Yipeng

Sommario: “... to quantitatively evaluate image downscaling algorithms. In contrast to image-based methods that measure the quality...”
Testo

From Decoding to Meta-Generation: Inference-time Algorithms for Large Language Models di Welleck, Sean, Bertsch, Amanda, Finlayson, Matthew, Schoelkopf, Hailey, Xie, Alex, Neubig, Graham, Kulikov, Ilia, Harchaoui, Zaid

Sommario: “...-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 di Wu, Shitong, Ye, Wenhao, Li, Xinwei, Chen, Lingyi, Zhang, Wenyi, Wu, Huihui, Wu, Hao

Sommario: “... decoding metric and serves as a critical performance indicator in numerous practical communication...”
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Flexible and Efficient Grammar-Constrained Decoding di Park, Kanghee, Zhou, Timothy, D'Antoni, Loris

Sommario: “... syntactic rules, such as code snippets or formatted data. Grammar-constrained decoding (GCD) can guarantee...”
Testo

Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers di Yona, Gal, Aharoni, Roee, Geva, Mor

Sommario: “... of the EntityQuestions dataset. We evaluate a range of decoding methods on GRANOLA-EQ, including a new algorithm, called...”
Testo

OAT: Object-Level Attention Transformer for Gaze Scanpath Prediction di Fang, Yini, Yu, Jingling, Zhang, Haozheng, van der Lans, Ralf, Shi, Bertram

Sommario: “... 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 di Strutz, Tilo, Schreiber, Nico

Sommario: “... 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 di Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Sommario: “... on the encoder, overlooking the crucial role of the decoder in optimizing segmentation details. This design...”
Testo

END$^2$: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions di Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Sommario: “... into training, we propose a novel dual-decoder architecture (END$^2$). Unlike conventional END architecture, our...”
Testo

Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective di Han, Seungwook, Song, Jinyeop, Gore, Jeff, Agrawal, Pulkit

Sommario: “... 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 di Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Sommario: “...) and expectation propagation (EP)-based algorithms are derived. As both VI-based detection and low-density parity...”
Testo

QUITS: A modular Qldpc code circUIT Simulator di Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Sommario: “... 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 di Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Sommario: “... of reads used in the reconstruction process, and the decoding list size. We show that over a channel...”
Testo

MIRANDA: short signatures from a leakage-free full-domain-hash scheme di Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Sommario: “... 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 di 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

Sommario: “... 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 di Ahmed, Kareem, Singh, Sameer

Sommario: “... 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 di Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Sommario: “...Speculative decoding (SD) has emerged as a promising approach to accelerate LLM inference without...”
Testo

DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference di Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Sommario: “...Speculative decoding is an effective and lossless approach for accelerating LLM inference. However...”
Testo