Suchergebnisse - decoding (algorithm OR (algorithmics OR (algorithmssics OR Algorithmsssics)))

Phase Alignment Enhances Oscillatory Power in Neural Mass Models Optimized for Class Encoding von Pei, Alexander

Inhaltsangabe: “… simple neural circuits can represent information. A genetic algorithm was used to optimize parameters …”
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Interpolation of Quantum Polar Codes and Quantum Reed-Muller Codes von Hidaka, Keita, Abdelhadi, Dina, Urbanke, Ruediger

Inhaltsangabe: “… , though no known efficient decoding algorithm exists for them. In this work, we propose strategies …”
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Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs von Sen, Jaydip, Sengupta, Saptarshi, Dasgupta, Subhasis

Inhaltsangabe: “… ), focusing on enhancing the Locally Typical Sampling (LTS) algorithm. Traditional decoding methods …”
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From Quarter to All: Accelerating Speculative LLM Decoding via Floating-Point Exponent Remapping and Parameter Sharing von Zhao, Yushu, Qin, Yubin, Wang, Yang, Yang, Xiaolong, Han, Huiming, Wei, Shaojun, Hu, Yang, Yin, Shouyi

Inhaltsangabe: “… extra overheads. We propose SPEQ, an algorithm-hardware co-designed speculative decoding method …”
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Low-Complexity Sparse Superimposed Coding for Ultra Reliable Low Latency Communications von Zhang, Yanfeng, Fan, Xi'an, Zhu, Xu, Zheng, Jinkai, Liang, Hui, Yang, Weiwei, Luan, Tom H.

Inhaltsangabe: “… high encoding and decoding complexity due to the use of dense codebook matrices. In this paper, we …”
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XShare: Collaborative in-Batch Expert Sharing for Faster MoE Inference von Vankov, Daniil, Ivkin, Nikita, Ulrich, Kyle, Song, Xiang, Khetan, Ashish, Karypis, George

Inhaltsangabe: “… models. However, in production inference, request batching and speculative decoding significantly amplify …”
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Aligning Tree-Search Policies with Fixed Token Budgets in Test-Time Scaling of LLMs von Miyamoto, Sora, Oba, Daisuke, Okazaki, Naoaki

Inhaltsangabe: “… ), a tree-search decoding algorithm that aligns its search policy with the remaining token budget …”
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Layered Normalized Min-Sum Decoding with Bit Flipping for FDPC Codes von Hosseinzadeh, Niloufar, Moradi, Mohsen, Mahdavifar, Hessam

Inhaltsangabe: “… -rate regimes. In this paper, we introduce a layered normalized min-sum (LNMS) message-passing decoding …”
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A Direct Comparison of Simultaneously Recorded Scalp, Around-Ear, and In-Ear EEG for Neural Selective Auditory Attention Decoding to Speech von Geirnaert, Simon, Kappel, Simon L., Kidmose, Preben

Inhaltsangabe: “… hearing devices aim to overcome this limitation by decoding the listener's auditory attention from neural …”
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SPRITETOMESH: Automatic Mesh Generation for 2D Skeletal Animation Using Learned Segmentation and Contour-Aware Vertex Placement von Gimbert, Bastien

Inhaltsangabe: “… this through a hybrid learned-algorithmic approach. A segmentation network (EfficientNet-B0 encoder with U-Net …”
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Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding von Rivelli, Francesca, Popov, Martin, Kouzinopoulos, Charalampos S., Tang, Guangzhi

Inhaltsangabe: “… decoding. Spiking Neural Networks (SNNs) deployed on neuromorphic hardware have demonstrated remarkable …”
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Fully Parallelized BP Decoding for Quantum LDPC Codes Can Outperform BP-OSD von Wang, Ming, Li, Ang, Mueller, Frank

Inhaltsangabe: “… decoding algorithm. By monitoring bit-level oscillation patterns during BP, our method identifies …”
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Efficient Decoders for Sensing Subspace Code von Gooty, Siva Aditya, Mahdavifar, Hessam

Inhaltsangabe: “… that is cubic with the number of antennas. In this work, we propose novel efficient decoding algorithms …”
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Accelerating Speculative Decoding with Block Diffusion Draft Trees von Ringel, Liran, Romano, Yaniv

Inhaltsangabe: “… Speculative decoding accelerates autoregressive language models by using a lightweight drafter …”
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VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification von Zhuang, Xianwei, Zhu, Zhihong, Xie, Yuxin, Liang, Liming, Zou, Yuexian

Inhaltsangabe: “… propose an efficient plug-and-play decoding algorithm via Visual-Aware Sparsification (VASparse) from …”
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Computing Weierstrass semigroups and the Feng-Rao distance from singular plane models von Campillo, A., Farran, J. I.

Inhaltsangabe: “… We present an algorithm to compute the Weierstrass semigroup at a point P together with functions …”
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Synthesis of Annotated Colorectal Cancer Tissue Images from Gland Layout von Deshpande, Srijay, Minhas, Fayyaz, Rajpoot, Nasir

Inhaltsangabe: “… for training and evaluating algorithms in this domain. To address this, we propose an interactive framework …”
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Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) von Manevich, Avshalom, Tsarfaty, Reut

Inhaltsangabe: “… models. Our findings highlight the potential of further exploration of LVLM-specific decoding algorithms.  …”
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Generative Diffusion Model-based Compression of MIMO CSI von Kim, Heasung, Lee, Taekyun, Kim, Hyeji, De Veciana, Gustavo, Arfaoui, Mohamed Amine, Koc, Asil, Pietraski, Phil, Zhang, Guodong, Kaewell, John

Inhaltsangabe: “… Information (CSI) compression and reconstruction for feedback in MIMO communications, efficient algorithms …”
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Robust Multi-Objective Controlled Decoding of Large Language Models von Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

Inhaltsangabe: “… We introduce Robust Multi-Objective Decoding (RMOD), a novel inference-time algorithm that robustly …”
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