Search Results - decoding (algorithm OR (algorithmicsics OR algorithmssics))

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

Table of Contents: “… 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 by Luo, Queenie, King, Gary, Puett, Michael, Smith, Michael D.

Table of Contents: “…. 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 by Zhang, Jun, Ji, Yicheng, Ren, Feiyang, Li, Yihang, Zeng, Bowen, Chen, Zonghao, Chen, Ke, Shou, Lidan, Chen, Gang, Li, Huan

Table of Contents: “… 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 by Hanyu Li, Haijing Zhou, Cheng Liao

Table of Contents: “… 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 by Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech

Table of Contents: “… 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 $O(N\log N)$ by Li, Songsong, Liu, Shu, Ma, Liming, Wan, Yunqi, Xing, Chaoping

Table of Contents: “… 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 by Vashisth, Divakar, Sharma, Rohan, Iyer, Tejas Ganesh, Mukerji, Tapan, Sen, Mrinal K.

Table of Contents: “… 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 by Axvig, Nathan

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

Table of Contents: “…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 by Zhang, Kexun, Chen, Hongqiao, Li, Lei, Wang, William

Table of Contents: “… 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 by Yi, Hanling, Lin, Feng, Li, Hongbin, Ning, Peiyang, Yu, Xiaotian, Xiao, Rong

Table of Contents: “… 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 by Chen, X., An, J., Wu, H., Li, S., Liu, B., Wu, D.

Table of Contents: “… 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 by Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Jain, Gaurav, Pereg, Oren, Wasserblat, Moshe, Harel, David

Table of Contents: “…. 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 by Wu, Dongrui

Table of Contents: “… 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 by Pham, Quang Hieu, Nguyen, Thuy Duong, Pham, Tung, Luu, Anh Tuan, Nguyen, Dat Quoc

Table of Contents: “…, 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 by Alpay, Faruk, Alakkad, Hamdi

Table of Contents: “…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 by Koh, Jungyeon, Yang, Hyun Jong

Table of Contents: “… 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 by Quamar, Mohammad Atif, Areeb, Mohammad

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

Table of Contents: “… 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 by Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

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