Risultati della ricerca - decoding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssssics))

EXACT: Explicit Attribute-Guided Decoding-Time Personalization di Yu, Xin, Xing, Hanwen, Xue, Lingzhou

Sommario: “... context. While decoding-time personalization offers a scalable alternative to training-time methods...”
Testo

CHESS: Context-aware Hierarchical Efficient Semantic Selection for Long-Context LLM Inference di Fei, Chao, Li, Guozhong, Liu, Chenxi, Kalnis, Panos

Sommario: “...Long-context LLMs demand accurate inference at low latency, yet decoding becomes primarily...”
Testo

A Universal Systematic Method to Generate Error Patterns on Memoryless Channels di Jalaleddine, Marwan, Li, Jiajie, Abbas, Syed Mohsin, Gross, Warren J.

Sommario: “...The high computational cost of approaching the performance of Maximum-likelihood (ML) decoding has...”
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Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches di Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

Sommario: “... reliability. We then propose an efficient algorithm for joint encoder/decoder design. For learning-based...”
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Iterative Neural Rollback Chase-Pyndiah Decoding di Artemasov, Dmitry, Nesterenkov, Oleg, Andreev, Kirill, Rybin, Pavel, Frolov, Alexey

Sommario: “...Iterative decoding is essential in modern communication systems, especially optical communications...”
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Toward Uncertainty-Aware and Generalizable Neural Decoding for Quantum LDPC Codes di Mi, Xiangjun, Mueller, Frank

Sommario: “...Quantum error correction (QEC) is essential for scalable quantum computing, yet decoding errors via...”
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FairBatching: Fairness-Aware Batch Formation for LLM Inference di Lyu, Hongtao, Liu, Boyue, Wu, Mingyu, Chen, Haibo

Sommario: “... violations. Its fair and dynamic batch formation algorithm breaks away from the decode-prioritizing paradigm...”
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Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation di Cheng, Long, Zhao, Ritchie, Liu, Timmy, Li, Mindy, Qiao, Xianjie, Duan, Kefeng, Chen, Yu-Jung, Chen, Xiaoming, Rouhani, Bita Darvish, Yang, June

Sommario: “...Sparse-attention decoders rely on exact Top-K selection to choose the most important key-value...”
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VeriCache: Turning Lossy KV Cache into Lossless LLM Inference di Yao, Jiayi, Shen, Samuel, Du, Kuntai, Feng, Shaoting, Seo, Dongjoo, Zhang, Rui, Huang, Yuyang, Liu, Yuhan, Lu, Shan, Jiang, Junchen

Sommario: “... the high decoding throughput of a range of KV cache compression algorithms. VeriCache uses the compressed...”
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Implementation and Optimization of HQC Decoding on NPU-Integrated Devices di Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

Sommario: “...-based key-encapsulation mechanism, providing algorithmic diversity alongside lattice-based post-quantum...”
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Latent Modulated Function for Computational Optimal Continuous Image Representation di He, Zongyao, Jin, Zhi

Sommario: “... MLP to decode Low-Resolution (LR) features. However, these continuous image representations typically...”
Testo

AlphaViT: A flexible game-playing AI for multiple games and variable board sizes di Fujita, Kazuhisa

Sommario: “... framework: AlphaViT, AlphaViD (AlphaViT with a transformer decoder), and AlphaVDA (AlphaViD with learnable...”
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A*-Decoding: Token-Efficient Inference Scaling di Chatziveroglou, Giannis

Sommario: “... inference. In this work, we introduce A*-decoding, a search-based inference-time strategy that builds...”
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ControlIt: A Universal Framework for Translational, Adaptive, and Online Brain–Computer Interfaces di Wanlin Yang, Chenyang Li, Xinxiu Xu, Xindong Wang, Yongcheng Guo, Xiaoke Chai, Tianqin Cao, Jiuxiang Song, Nan Wang, Xueming Zhang, Yi Yang, Cong Zheng, He Cui

Sommario: “... that supports efficient translation across diverse neural signals and decoding algorithms from offline decoding...”
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Manifold Learning by Mixture Models of VAEs for Inverse Problems di Alberti, Giovanni S., Hertrich, Johannes, Santacesaria, Matteo, Sciutto, Silvia

Sommario: “... of variational autoencoders. Here, every encoder-decoder pair represents one chart of a manifold. We propose a...”
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The domain wall color code di Tiurev, Konstantin, Pesah, Arthur, Derks, Peter-Jan H. S., Roffe, Joschka, Eisert, Jens, Kesselring, Markus S., Reiner, Jan-Michael

Sommario: “... restriction decoder based on a matching algorithm. The proposed code is identified as a comparably resource...”
Testo

Toward distortion-aware change detection in realistic scenarios di Zhao, Yitao, Li, Heng-Chao, Liu, Nanqing, Wang, Rui

Sommario: “... systems. Geometric distortion caused by coordinate shifting remains a thorny issue for CD algorithms...”
Testo

EEND-M2F: Masked-attention mask transformers for speaker diarization di Härkönen, Marc, Broughton, Samuel J., Samarakoon, Lahiru

Sommario: “... of transformer decoders, in which irrelevant frames are explicitly masked from the cross attention using...”
Testo

Event-based Asynchronous HDR Imaging by Temporal Incident Light Modulation di Wu, Yuliang, Tan, Ganchao, Chen, Jinze, Zhai, Wei, Cao, Yang, Zha, Zheng-Jun

Sommario: “..., thereby triggering the pixel-independent event streams. The HDR image is subsequently decoded from...”
Testo

Recurrent Drafter for Fast Speculative Decoding in Large Language Models di Cheng, Yunfei, Zhang, Aonan, Zhang, Xuanyu, Wang, Chong, Wang, Yi

Sommario: “...We present Recurrent Drafter (ReDrafter), an advanced speculative decoding approach that achieves...”
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