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

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

Inhaltsangabe: “… context. While decoding-time personalization offers a scalable alternative to training-time methods …”
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CHESS: Context-aware Hierarchical Efficient Semantic Selection for Long-Context LLM Inference von Fei, Chao, Li, Guozhong, Liu, Chenxi, Kalnis, Panos

Inhaltsangabe: “… Long-context LLMs demand accurate inference at low latency, yet decoding becomes primarily …”
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A Universal Systematic Method to Generate Error Patterns on Memoryless Channels von Jalaleddine, Marwan, Li, Jiajie, Abbas, Syed Mohsin, Gross, Warren J.

Inhaltsangabe: “… 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 von Kim, Junghoon, Kim, Taejoon, Das, Anindya Bijoy, Hosseinalipour, Seyyedali, Love, David J., Brinton, Christopher G.

Inhaltsangabe: “… 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 von Artemasov, Dmitry, Nesterenkov, Oleg, Andreev, Kirill, Rybin, Pavel, Frolov, Alexey

Inhaltsangabe: “… 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 von Mi, Xiangjun, Mueller, Frank

Inhaltsangabe: “… 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 von Lyu, Hongtao, Liu, Boyue, Wu, Mingyu, Chen, Haibo

Inhaltsangabe: “… 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 von Cheng, Long, Zhao, Ritchie, Liu, Timmy, Li, Mindy, Qiao, Xianjie, Duan, Kefeng, Chen, Yu-Jung, Chen, Xiaoming, Rouhani, Bita Darvish, Yang, June

Inhaltsangabe: “… 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 von Yao, Jiayi, Shen, Samuel, Du, Kuntai, Feng, Shaoting, Seo, Dongjoo, Zhang, Rui, Huang, Yuyang, Liu, Yuhan, Lu, Shan, Jiang, Junchen

Inhaltsangabe: “… 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 von Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

Inhaltsangabe: “… -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 von He, Zongyao, Jin, Zhi

Inhaltsangabe: “… MLP to decode Low-Resolution (LR) features. However, these continuous image representations typically …”
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AlphaViT: A flexible game-playing AI for multiple games and variable board sizes von Fujita, Kazuhisa

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

Inhaltsangabe: “… 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 von 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

Inhaltsangabe: “… 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 von Alberti, Giovanni S., Hertrich, Johannes, Santacesaria, Matteo, Sciutto, Silvia

Inhaltsangabe: “… 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 von Tiurev, Konstantin, Pesah, Arthur, Derks, Peter-Jan H. S., Roffe, Joschka, Eisert, Jens, Kesselring, Markus S., Reiner, Jan-Michael

Inhaltsangabe: “… restriction decoder based on a matching algorithm. The proposed code is identified as a comparably resource …”
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Toward distortion-aware change detection in realistic scenarios von Zhao, Yitao, Li, Heng-Chao, Liu, Nanqing, Wang, Rui

Inhaltsangabe: “… systems. Geometric distortion caused by coordinate shifting remains a thorny issue for CD algorithms …”
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EEND-M2F: Masked-attention mask transformers for speaker diarization von Härkönen, Marc, Broughton, Samuel J., Samarakoon, Lahiru

Inhaltsangabe: “… of transformer decoders, in which irrelevant frames are explicitly masked from the cross attention using …”
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Event-based Asynchronous HDR Imaging by Temporal Incident Light Modulation von Wu, Yuliang, Tan, Ganchao, Chen, Jinze, Zhai, Wei, Cao, Yang, Zha, Zheng-Jun

Inhaltsangabe: “… , thereby triggering the pixel-independent event streams. The HDR image is subsequently decoded from …”
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Recurrent Drafter for Fast Speculative Decoding in Large Language Models von Cheng, Yunfei, Zhang, Aonan, Zhang, Xuanyu, Wang, Chong, Wang, Yi

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