Suchergebnisse - decoding (algorithm OR algorithmssssic)

Beyond Static Cutoffs: One-Shot Dynamic Thresholding for Diffusion Language Models von Shen, Jucheng, Ro, Yeonju

Inhaltsangabe: “… -purpose algorithmic and systems innovations in diffusion decoding.  …”
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Evolutionary BP+OSD Decoding for Low-Latency Quantum Error Correction von Kwak, Hee-Youl, Park, Seong-Joon, Jung, Hyunwoo, Ha, Jeongseok, Kim, Jae-Won

Inhaltsangabe: “… an evolutionary BP (EBP) decoder optimized via a differential evolution (DE) algorithm. By leveraging the gradient …”
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Simple, Efficient, and Generic Post-Selection Decoding for qLDPC codes von Xie, Haipeng, Yoshioka, Nobuyuki, Tsubouchi, Kento, Li, Ying

Inhaltsangabe: “… for practical algorithms remains challenging on existing hardware. Here we introduce argument reweighting, a …”
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Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models von Cao, Mingyu, Correia, Alvaro H. C., Louizos, Christos, Liu, Shiwei, Yin, Lu

Inhaltsangabe: “… , especially on reasoning-heavy prompts. We present SOAR, a training-free decoding algorithm that adapts its …”
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MMSpec: Benchmarking Speculative Decoding for Vision-Language Models von Shen, Hui, Wang, Xin, Zhang, Ping, Hsieh, Yunta, Han, Qi, Wan, Zhongwei, Zhang, Ziheng, Zhang, Jingxuan, Xiong, Jing, Liu, Ziyuan, Zhang, Yifan, Cao, Hangrui, Zhao, Chenyang, Zhang, Mi

Inhaltsangabe: “… representative speculative decoding algorithms under a unified evaluation framework. Our study reveals three key …”
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How Much Parallelism Is "Free"? A Principle of Near-Free Parallelism for Parallel Decoding von He, Minghua, Zhang, Lingzhe, Liu, Yuan, Zhou, Xiao, Liu, Aiwei

Inhaltsangabe: “… single decode forward, but reported speedups conflate algorithmic token utilization with the system cost …”
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Lattice-Code Multiple Access: Architecture and Efficient Algorithms von Yu, Tao Yang. Fangtao, Liu, Rongke, Lyu, Shangxiang, Thompson, John

Inhaltsangabe: “… by developing a new \emph{rate-constraint sphere decoding} algorithm, significantly outperforming existing LLL …”
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High-order Joint Constituency and Dependency Parsing von Gu, Yanggan, Hou, Yang, Wang, Zhefeng, Duan, Xinyu, Li, Zhenghua

Inhaltsangabe: “… -hoc dynamic programming-based decoding algorithm of $O(n^5)$ time complexity for finding optimal …”
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InfAlign: Inference-aware language model alignment von Balashankar, Ananth, Sun, Ziteng, Berant, Jonathan, Eisenstein, Jacob, Collins, Michael, Hutter, Adrian, Lee, Jong, Nagpal, Chirag, Prost, Flavien, Sinha, Aradhana, Suresh, Ananda Theertha, Beirami, Ahmad

Inhaltsangabe: “… are increasingly using inference-time algorithms (e.g., Best-of-N, controlled decoding, tree search) to decode from …”
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Controlled LLM Decoding via Discrete Auto-regressive Biasing von Pynadath, Patrick, Zhang, Ruqi

Inhaltsangabe: “… controlled decoding algorithm that leverages gradients while operating entirely in the discrete text domain …”
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Properties and Decoding of Twisted GRS Codes and Their Extensions von Li, Yang, Ezerman, Martianus Frederic, Lao, Huimin, Ling, San

Inhaltsangabe: “… code. Addressing the second problem, we present an explicit decoding algorithm for ETGRS codes …”
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Encoder-Decoder Diffusion Language Models for Efficient Training and Inference von Arriola, Marianne, Schiff, Yair, Phung, Hao, Gokaslan, Aaron, Kuleshov, Volodymyr

Inhaltsangabe: “… approaches. However, prior diffusion models use a decoder-only architecture, which requires sampling …”
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SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces von Jia, Tianwang, Chen, Xiaoqing, Wu, Dongrui

Inhaltsangabe: “… to their efficiency and portability; however, their decoding algorithms still face multiple challenges, including …”
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Improved Quantum Approximate Optimization Algorithm for Low‐Density Parity‐Check Channel Decoding von Han Zeng, Fanxu Meng, Tian Luan, Xutao Yu, Zaichen Zhang

Inhaltsangabe: “… of the Noisy Intermediate‐Scale Quantum era, the introduction of hybrid quantum‐classical algorithms like …”
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Decoding Algorithm Correcting Single-Insertion Plus Single-Deletion for Non-binary Quantum Codes von Nakamura, Ken, Nozaki, Takayuki

Inhaltsangabe: “… occurs. Under such an error model, this paper provides a decoding algorithm for non-binary quantum codes …”
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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 …”
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Check-Agnosia based Post-Processor for Message-Passing Decoding of Quantum LDPC Codes von Crest, Julien du, Garcia-Herrero, Francisco, Mhalla, Mehdi, Savin, Valentin, Valls, Javier

Inhaltsangabe: “… decoders. To improve their performance, a post-processing algorithm is usually employed. To narrow the gap …”
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FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs von Roy, Shamik, Sengupta, Sailik, Bonadiman, Daniele, Mansour, Saab, Gupta, Arshit

Inhaltsangabe: “… -Adhering Planning algorithm based on constrained decoding with lookahead heuristic for LLMs. Our algorithm …”
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Generalizing Multi-Step Inverse Models for Representation Learning to Finite-Memory POMDPs von Wu, Lili, Evans, Ben, Islam, Riashat, Seraj, Raihan, Efroni, Yonathan, Lamb, Alex

Inhaltsangabe: “… algorithms and efficiently applying them to downstream tasks. Prior works studied this problem in high …”
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Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis von Liu, Tingyu, Huang, Jun, Weng, Chenyi

Inhaltsangabe: “… and decoding-based method for future human activity skeleton synthesis. Firstly, algorithms such as time …”
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