Suchergebnisse - decoding (algorithmics OR (algorithmics OR (Algorithms OR (algorithmics OR algorithmics))))

Physics-Aware Decoding for Communication Channels Governed by Partial Differential Equations von Wadayama, Tadashi, Igarashi, Koji, Takahashi, Takumi

Inhaltsangabe: “… differential equations (PDEs). In this paper, we introduce a physics-aware decoding framework that integrates …”
Volltext

Sparse Regression LDPC Codes von Ebert, Jamison R., Chamberland, Jean-Francois, Narayanan, Krishna R.

Inhaltsangabe: “… (SPARC) whose respective field size and section sizes are equal. For such codes, an efficient decoding …”
Volltext

Permutation and Multi-permutation Codes Correcting Multiple Deletions von Wang, Shuche, Nguyen, The, Chee, Yeow Meng, Vu, Van Khu

Inhaltsangabe: “… deletions with a decoding algorithm. In particular, the constructed permutation codes can correct …”
Volltext

CTC-Assisted LLM-Based Contextual ASR von Yang, Guanrou, Ma, Ziyang, Gao, Zhifu, Zhang, Shiliang, Chen, Xie

Inhaltsangabe: “… LLM-Based Contextual ASR model with an efficient filtering algorithm. By using coarse CTC decoding …”
Volltext

Brain-to-Text Benchmark '24: Lessons Learned von Willett, Francis R., Li, Jingyuan, Le, Trung, Fan, Chaofei, Chen, Mingfei, Shlizerman, Eli, Chen, Yue, Zheng, Xin, Okubo, Tatsuo S., Benster, Tyler, Lee, Hyun Dong, Kounga, Maxwell, Buchanan, E. Kelly, Zoltowski, David, Linderman, Scott W., Henderson, Jaimie M.

Inhaltsangabe: “… of decoding algorithms that convert neural activity to text. Here, we summarize the lessons learned from …”
Volltext

BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning von Xu, Yuhang, Tian, Kaibin, Tian, Yang, Yang, Zhice, Yu, Yifeng, Li, Yan, Liu, Shengzhong, Wu, Fan, Chen, Guihai

Inhaltsangabe: “… or asynchronous RL, mitigate these bubbles by compromising the algorithm's strict synchronous nature. Instead, we …”
Volltext

Earley-Driven Dynamic Pruning for Efficient Structured Decoding von Sun, Xintong, Wei, Chi, Tian, Minghao, Ni, Shiwen

Inhaltsangabe: “… and domain-specific language (DSL) generation. Constrained decoding with context-free grammar is a flexible …”
Volltext

Adaptive Estimation of Drifting Noise in Quantum Error Correction von Bhardwaj, Devansh, Takou, Evangelia, Lin, Yingjia, Brown, Kenneth R.

Inhaltsangabe: “… . In practice, noise often drifts over time, whereas conventional noise characterization and decoding methods …”
Volltext

Lattice Codes for CRYSTALS-Kyber von Liu, Shuiyin, Sakzad, Amin

Inhaltsangabe: “… and Technology (NIST) recommended post-quantum encryption algorithm: Kyber. The first main contribution …”
Volltext

V-Trans4Style: Visual Transition Recommendation for Video Production Style Adaptation von Guhan, Pooja, Huang, Tsung-Wei, Su, Guan-Ming, Gopalakrishnan, Subhadra, Manocha, Dinesh

Inhaltsangabe: “… We introduce V-Trans4Style, an innovative algorithm tailored for dynamic video content editing …”
Volltext

Group Relative Policy Optimization for Image Captioning von Liang, Xu

Inhaltsangabe: “… sequence training (SCST) for reinforcement learning optimization. However, the SCST algorithm has certain …”
Volltext

SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding von Zhong, Linfeng, Xu, Songqiang, Wen, Huifeng, Xie, Tong, Guo, Qingyu, Wang, Yuan, Li, Meng

Inhaltsangabe: “… and scalability. As its autoregressive generation process remains memory-bound, speculative decoding has been …”
Volltext

High Rate Efficient Local List Decoding from HDX von Dikstein, Yotam, Hopkins, Max, Impagliazzo, Russell, Pitassi, Toniann

Inhaltsangabe: “… We construct the first (locally computable, approximately) locally list decodable codes with rate …”
Volltext

PolarZero: A Reinforcement Learning Approach for Low-Complexity Polarization Kernel Design von Hong, Yi-Ting, Rini, Stefano, Barletta, Luca

Inhaltsangabe: “… decoding (RMLD) using a reinforcement learning framework based on the Gumbel AlphaZero algorithm …”
Volltext

No Compute Left Behind: Rethinking Reasoning and Sampling with Masked Diffusion Models von Horvitz, Zachary, Singhal, Raghav, Zou, Hao, Domingo-Enrich, Carles, Yu, Zhou, Ranganath, Rajesh, McKeown, Kathleen

Inhaltsangabe: “… compute when left-to-right one-token-at-a-time decoding is on par with any-order decoding algorithms …”
Volltext

Timing-Error Optimized Architecture for Current-Steering DACs von Babaee, Ramin, Gharan, Shahab Oveis, Bouchard, Martin

Inhaltsangabe: “… minimizes the distortion caused by random timing mismatches among current sources. To decode the DAC input …”
Volltext

Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction von Pang, Jiayun, Vulić, Ivan

Inhaltsangabe: “… of (SMILES-oriented) pretraining, fine-tuning sample efficiency, and decoding algorithms at inference. Our …”
Volltext

Efficient MoE Serving in the Memory-Bound Regime: Balance Activated Experts, Not Tokens von Yu, Yanpeng, Ma, Haiyue, Agarwal, Krish, Oswald, Nicolai, Huang, Qijing, Linsenmaier, Hugo, Mei, Chunhui, Zhao, Ritchie, Borkar, Ritika, Rouhani, Bita Darvish, Nellans, David, Krashinsky, Ronny, Khandelwal, Anurag

Inhaltsangabe: “… processing is memory-bound - a common occurrence in MoE serving, especially in the decode phase. Our analysis …”
Volltext

Soft Demapping of Spherical Codes from Cartesian Powers of PAM Constellations von Borujeny, Reza Rafie, Rumsey, Susanna E., Draper, Stark C., Kschischang, Frank R.

Inhaltsangabe: “… construct a list decoder for permutation codes by adapting Murty's algorithm, which is then used …”
Volltext

A-IO: Adaptive Inference Orchestration for Memory-Bound NPUs von Zhang, Chen, Ding, Yan, Wang, Haotian, Liu, Chubo, Li, Keqin, Li, Kenli

Inhaltsangabe: “… During the deployment of Large Language Models (LLMs), the autoregressive decoding phase …”
Volltext