Résultats de la recherche - decoding (algorithm OR (Algorithmsssic OR (Algorithmsssic OR Algorithmsssic)))

Stochastic Indexing Primitives for Non-Deterministic Molecular Archives par Alpay, Faruk, Sarioglu, Levent

Table des matières: “… and superposes bindings across all records. A query decodes by correlating the memory with the query key…”
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Inducing Sustained Creativity and Diversity in Large Language Models par Luo, Queenie, King, Gary, Puett, Michael, Smith, Michael D.

Table des matières: “…. The algorithm unlocks an LLM's vast knowledge, both orthodox and heterodox, well beyond modal decoding paths…”
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Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects par Zhang, Jun, Ji, Yicheng, Ren, Feiyang, Li, Yihang, Zeng, Bowen, Chen, Zonghao, Chen, Ke, Shou, Lidan, Chen, Gang, Li, Huan

Table des matières: “… structured around the inference lifecycle, consisting of encoding, prefilling, and decoding. Unlike prior…”
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Sparse linear array synthesis using artificial neural network and nonconvex optimization par Hanyu Li, Haijing Zhou, Cheng Liao

Table des matières: “… networks (ANNs), a more efficient encoder–decoding ANN framework is proposed in this letter for designing…”
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Radiation‐Induced Fault Detection in Superconducting Quantum Devices par Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech

Table des matières: “… methods to complement QEC. In this paper, the first algorithm to effectively exploit syndrome information…”
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Encoding of algebraic geometry codes with quasi-linear complexity $O(N\log N)$ par Li, Songsong, Liu, Shu, Ma, Liming, Wan, Yunqi, Xing, Chaoping

Table des matières: “… as complexity theory. Although encoding is easier than decoding in general, designing an encoding algorithm…”
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Seismic inversion using hybrid quantum neural networks par Vashisth, Divakar, Sharma, Rohan, Iyer, Tejas Ganesh, Mukerji, Tapan, Sen, Mrinal K.

Table des matières: “… on our attempt to map one such classical physics-informed algorithm to a quantum framework. The primary…”
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Using Pseudocodewords to Transmit Information par Axvig, Nathan

Table des matières: “…The linear programming decoder will occasionally output fractional-valued sequences that do…”
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Constant Depth Code Deformations in the Parity Architecture par Messinger, Anette, Fellner, Michael, Lechner, Wolfgang

Table des matières: “…We present a protocol to encode and decode arbitrary quantum states in the parity architecture…”
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Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding par Zhang, Kexun, Chen, Hongqiao, Li, Lei, Wang, William

Table des matières: “… decoding, we propose TOOLDEC, a decoding algorithm using finite state machines to force LLMs to follow tool…”
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Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding par Yi, Hanling, Lin, Feng, Li, Hongbin, Ning, Peiyang, Yu, Xiaotian, Xiao, Rong

Table des matières: “… tokens. Additionally, an auto-correct decoding algorithm facilitates the simultaneous generation…”
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Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification par Chen, X., An, J., Wu, H., Li, S., Liu, B., Wu, D.

Table des matières: “… interfaces (BCIs). Online accurate and fast decoding is very important to its successful applications…”
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Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies par Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Jain, Gaurav, Pereg, Oren, Wasserblat, Moshe, Harel, David

Table des matières: “…. Speculative decoding (SD) methods offer substantial efficiency gains by generating multiple tokens using a…”
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Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces par Wu, Dongrui

Table des matières: “… the decoding algorithm for each new subject, which is time-consuming and user-unfriendly, hindering their real…”
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ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations par Pham, Quang Hieu, Nguyen, Thuy Duong, Pham, Tung, Luu, Anh Tuan, Nguyen, Dat Quoc

Table des matières: “…, with two test-time scaling decoding algorithms, Beam Search and Chain-of-Thought decoding. Additionally, we…”
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Truth-Aware Decoding: A Program-Logic Approach to Factual Language Generation par Alpay, Faruk, Alakkad, Hamdi

Table des matières: “…This paper introduces Truth-Aware Decoding (TAD), a verification-oriented decoding scheme…”
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Collaborative Large Language Model Inference via Resource-Aware Parallel Speculative Decoding par Koh, Jungyeon, Yang, Hyun Jong

Table des matières: “… decoding offers a promising solution by partitioning token generation between a lightweight draft model…”
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Logit-Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning par Quamar, Mohammad Atif, Areeb, Mohammad

Table des matières: “…-free decoding algorithm that adaptively halts rationale generation. LEASH monitors two intrinsic…”
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Does TabPFN Understand Causal Structures? par Swelam, Omar, Purucker, Lennart, Robertson, Jake, Raum, Hanne, Boedecker, Joschka, Hutter, Frank

Table des matières: “… develop an adapter framework using a learnable decoder and causal tokens that extract causal signals from…”
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Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty par Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Table des matières: “… propose two algorithms designed to optimize the decoding path: a post-hoc selection method and a real-time…”
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