Suchergebnisse - decoding (algorithm OR algorithmicsics)

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

Inhaltsangabe: “… 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 von Kasai, Kenta

Inhaltsangabe: “… 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 von Liang, Yuanbang, Garg, Bhavesh, Rosin, Paul L, Qin, Yipeng

Inhaltsangabe: “… 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 von Welleck, Sean, Bertsch, Amanda, Finlayson, Matthew, Schoelkopf, Hailey, Xie, Alex, Neubig, Graham, Kulikov, Ilia, Harchaoui, Zaid

Inhaltsangabe: “… -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 von Wu, Shitong, Ye, Wenhao, Li, Xinwei, Chen, Lingyi, Zhang, Wenyi, Wu, Huihui, Wu, Hao

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

Inhaltsangabe: “… 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 von Yona, Gal, Aharoni, Roee, Geva, Mor

Inhaltsangabe: “… 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 von Fang, Yini, Yu, Jingling, Zhang, Haozheng, van der Lans, Ralf, Shi, Bertram

Inhaltsangabe: “… 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 von Strutz, Tilo, Schreiber, Nico

Inhaltsangabe: “… 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 von Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Inhaltsangabe: “… 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 von Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Inhaltsangabe: “… 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 von Han, Seungwook, Song, Jinyeop, Gore, Jeff, Agrawal, Pulkit

Inhaltsangabe: “… 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 von Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Inhaltsangabe: “… ) 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 von Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Inhaltsangabe: “… 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 von Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Inhaltsangabe: “… 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 von Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Inhaltsangabe: “… 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 von 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

Inhaltsangabe: “… 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 von Ahmed, Kareem, Singh, Sameer

Inhaltsangabe: “… 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 von Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

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

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