Risultati della ricerca - decoding (algorithm OR (Algorithmsssic OR (algorithmsssic OR algorithmssssic)))

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

Sommario: “... 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 di Luo, Queenie, King, Gary, Puett, Michael, Smith, Michael D.

Sommario: “.... 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 di Zhang, Jun, Ji, Yicheng, Ren, Feiyang, Li, Yihang, Zeng, Bowen, Chen, Zonghao, Chen, Ke, Shou, Lidan, Chen, Gang, Li, Huan

Sommario: “... 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 di Hanyu Li, Haijing Zhou, Cheng Liao

Sommario: “... 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 di Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech

Sommario: “... 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 $O(N\log N)$ di Li, Songsong, Liu, Shu, Ma, Liming, Wan, Yunqi, Xing, Chaoping

Sommario: “... 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 di Vashisth, Divakar, Sharma, Rohan, Iyer, Tejas Ganesh, Mukerji, Tapan, Sen, Mrinal K.

Sommario: “... 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 di Axvig, Nathan

Sommario: “...The linear programming decoder will occasionally output fractional-valued sequences that do...”
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Constant Depth Code Deformations in the Parity Architecture di Messinger, Anette, Fellner, Michael, Lechner, Wolfgang

Sommario: “...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 di Zhang, Kexun, Chen, Hongqiao, Li, Lei, Wang, William

Sommario: “... 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 di Yi, Hanling, Lin, Feng, Li, Hongbin, Ning, Peiyang, Yu, Xiaotian, Xiao, Rong

Sommario: “... 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 di Chen, X., An, J., Wu, H., Li, S., Liu, B., Wu, D.

Sommario: “... 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 di Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Jain, Gaurav, Pereg, Oren, Wasserblat, Moshe, Harel, David

Sommario: “.... 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 di Wu, Dongrui

Sommario: “... 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 di Pham, Quang Hieu, Nguyen, Thuy Duong, Pham, Tung, Luu, Anh Tuan, Nguyen, Dat Quoc

Sommario: “..., 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 di Alpay, Faruk, Alakkad, Hamdi

Sommario: “...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 di Koh, Jungyeon, Yang, Hyun Jong

Sommario: “... 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 di Quamar, Mohammad Atif, Areeb, Mohammad

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

Sommario: “... 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 di Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Sommario: “... propose two algorithms designed to optimize the decoding path: a post-hoc selection method and a real-time...”
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