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

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning di Küçüksözen, Can, Yemez, Yücel

Sommario: “... 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 di Nori, Milad Khademi, Kim, Il-Min, Wang, Guanghui

Sommario: “... 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 di Belikova, Julia, Polev, Konstantin, Parchiev, Rauf, Simakov, Dmitry

Sommario: “... 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 di Guttmann-Flury, E., Sheng, X., Zhu, X.

Sommario: “... 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 di Mumtaz, Muhammad Zeeshan, Mohammadi, Mohammadali, Ngo, Hien Quoc, Matthaiou, Michail

Sommario: “... 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 di Davies, Michael, Crago, Neal, Sankaralingam, Karthikeyan, Kozyrakis, Christos

Sommario: “...-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 di Khakharova, Taisiya, Sakizloglou, Lucas, Lambers, Leen

Sommario: “... 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 di Bae, Sangmin

Sommario: “... 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 di Tokarchuk, Evgeniia, Troshin, Sergey, Niculae, Vlad

Sommario: “...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 di Zhou, Jiuan, Cheng, Yu, Xie, Yuan, Yin, Zhaoxia

Sommario: “... 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 di Udsa, Tinnakit, Udomcharoenchaikit, Can, Payoungkhamdee, Patomporn, Nutanong, Sarana, Rattanavipanon, Norrathep

Sommario: “... 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 di Chen, Rongzhou, Nie, Haitao, Zhu, Shuo, Zhao, Yaping, Wang, Chutian, Lam, Edmund Y.

Sommario: “...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 di Zhang, Xuanming

Sommario: “... 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 di Lin, Kaiqiang, Zhao, Kangchun, Mao, Yijie

Sommario: “... 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 di Pankratov, Sergey, Alistarh, Dan

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

Sommario: “... 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 di Kim, Jang-Hyun, Han, Dongyoon, Yun, Sangdoo

Sommario: “... 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 di Zhu, Fangwei, Sui, Zhifang

Sommario: “... 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 di Thatipelli, Anirudh, Siahkoohi, Ali

Sommario: “... neural representation (INR), which serves as the decoder. Because INRs represent functions with very few...”
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Weighted Unequal Error Protection over a Rayleigh Fading Channel di Mahmood, Adeel

Sommario: “... decoding success probabilities. The channel model is quasi-static Rayleigh fading with channel state...”
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