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

Universal Representations for Classification-enhanced Lossy Compression von Nguyen, Nam

Inhaltsangabe: “… has traditionally guided algorithm design. However, Blau and Michaeli [5] introduced a generalized …”
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Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning von Küçüksözen, Can, Yemez, Yücel

Inhaltsangabe: “… algorithm that leverages the physical concept of compactness, to highlight distinct object centroids in a …”
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Autoencoder-Based Hybrid Replay for Class-Incremental Learning von Nori, Milad Khademi, Kim, Il-Min, Wang, Guanghui

Inhaltsangabe: “… performance. The decoder later recovers the exemplar data stored in the latent space, rather than in raw …”
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Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs von Belikova, Julia, Polev, Konstantin, Parchiev, Rauf, Simakov, Dmitry

Inhaltsangabe: “… approaches, which decode internal model representations. We propose a methodology combining efficient …”
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Dataset combining EEG, eye-tracking, and high-speed video for ocular activity analysis across BCI paradigms von Guttmann-Flury, E., Sheng, X., Zhu, X.

Inhaltsangabe: “… be considered as noise, affecting the efficiency and accuracy of decoding users' cognitive states and intentions …”
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Near-Field SWIPT Using XL-MIMO: Power Allocation and Subarray Activation von Mumtaz, Muhammad Zeeshan, Mohammadi, Mohammadali, Ngo, Hien Quoc, Matthaiou, Michail

Inhaltsangabe: “… decoding (ID) users and energy harvesting (EH) users. Non-stationary near-field channels are considered …”
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LIMINAL: Exploring The Frontiers of LLM Decode Performance von Davies, Michael, Crago, Neal, Sankaralingam, Karthikeyan, Kozyrakis, Christos

Inhaltsangabe: “… -imposed bottlenecks in auto-regressive decoding. We develop LIMINAL, an analytical performance model …”
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Exploring a Graph-based Approach to Offline Reinforcement Learning for Sepsis Treatment von Khakharova, Taisiya, Sakizloglou, Lucas, Lambers, Leen

Inhaltsangabe: “… are trained to produce latent state representations, jointly with decoders that predict the next patient state …”
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Accelerating Large Language Model Inference via Early-Exiting Algorithms von Bae, Sangmin

Inhaltsangabe: “… inference. This dissertation resolves this conflict by co-designing adaptive algorithms and model …”
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Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation von Tokarchuk, Evgeniia, Troshin, Sergey, Niculae, Vlad

Inhaltsangabe: “… Augmenting neural machine translation with external memory at decoding time, in the form of k …”
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Auto-Stega: An Agent-Driven System for Lifelong Strategy Evolution in LLM-Based Text Steganography von Zhou, Jiuan, Cheng, Yu, Xie, Yuan, Yin, Zhaoxia

Inhaltsangabe: “… constraints. A decoding LLM recovers the information under the shared strategy. To handle high embedding rates …”
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Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning von Udsa, Tinnakit, Udomcharoenchaikit, Can, Payoungkhamdee, Patomporn, Nutanong, Sarana, Rattanavipanon, Norrathep

Inhaltsangabe: “… decoding strategies, prefix length, and FL algorithms. Our findings reveal that FL models do memorize …”
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Inverse Design of Metasurface for Spectral Imaging von Chen, Rongzhou, Nie, Haitao, Zhu, Shuo, Zhao, Yaping, Wang, Chutian, Lam, Edmund Y.

Inhaltsangabe: “… Inverse design of metasurfaces for the joint optimization of optical modulation and algorithmic …”
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Generalization or Memorization: Dynamic Decoding for Mode Steering von Zhang, Xuanming

Inhaltsangabe: “… Steering (DMS), a novel inference-time algorithm which comprises two components: (1) a lightweight …”
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Deep Reinforcement Learning-Based Cooperative Rate Splitting for Satellite-to-Underground Communication Networks von Lin, Kaiqiang, Zhao, Kangchun, Mao, Yijie

Inhaltsangabe: “… an aboveground relay decodes and forwards the common stream to underground devices (UDs). Based on this framework …”
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Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks von Pankratov, Sergey, Alistarh, Dan

Inhaltsangabe: “… ``tight'' lower bounds on the runtime of any deterministic speculative generation algorithm …”
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Multi-Modal Semantic Communication von Mortaheb, Matin, Karakaya, Erciyes, Ulukus, Sennur

Inhaltsangabe: “… channel bandwidth, we use an algorithm to transmit image patches at adaptive resolutions using …”
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Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction von Kim, Jang-Hyun, Han, Dongyoon, Yun, Sangdoo

Inhaltsangabe: “… seamlessly into both the prefill and decoding stages. The proposed gate training algorithm relies on forward …”
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CoLT: Reasoning with Chain of Latent Tool Calls von Zhu, Fangwei, Sui, Zhifang

Inhaltsangabe: “… length than baseline latent models, and is compatible with reinforcement learning algorithms …”
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Hypernetwork-based approach for grid-independent functional data clustering von Thatipelli, Anirudh, Siahkoohi, Ali

Inhaltsangabe: “… neural representation (INR), which serves as the decoder. Because INRs represent functions with very few …”
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