Search Results - decoding (Algorithmsssicssics OR (algorithm OR (algorithm OR algorithm)))

FastFixer: An Efficient and Effective Approach for Repairing Programming Assignments by Liu, Fang, Liu, Zhenwei, Zhao, Qianhui, Jiang, Jing, Zhang, Li, Li, Ge, Sun, Zian, Li, Zhongqi, Ma, Yuchi

Table of Contents: “… remarkable inference speedup of 16.67 times compared to the autoregressive decoding algorithm. …”
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Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces by Wang, Ziwei, Li, Siyang, Luo, Jingwei, Liu, Jiajing, Wu, Dongrui

Table of Contents: “…) using different decoding algorithms demonstrated that: 1) CR is effective, i.e., it can noticeably…”
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URoadNet: Dual Sparse Attentive U-Net for Multiscale Road Network Extraction by Song, Jie, Sun, Yue, Cai, Ziyun, Xiao, Liang, Huang, Yawen, Zheng, Yefeng

Table of Contents: “…The challenges of road network segmentation demand an algorithm capable of adapting to the sparse…”
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Deep Learning in Wireless Communication Receiver: A Survey by Doha, Shadman Rahman, Abdelhadi, Ahmed

Table of Contents: “… receivers depend on mathematical models and algorithms, which do not have the ability to adapt or learn from…”
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Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models by Zhang, Ce, Wan, Zifu, Kan, Zhehan, Ma, Martin Q., Stepputtis, Simon, Ramanan, Deva, Salakhutdinov, Russ, Morency, Louis-Philippe, Sycara, Katia, Xie, Yaqi

Table of Contents: “… Decoding with Generative Feedback (DeGF), a novel training-free algorithm that incorporates feedback from…”
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Leveraging Small LLMs for Argument Mining in Education: Argument Component Identification, Classification, and Assessment by Favero, Lucile, Pérez-Ortiz, Juan Antonio, Käser, Tanja, Oliver, Nuria

Table of Contents: “…Argument mining algorithms analyze the argumentative structure of essays, making them a valuable…”
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STAR-RIS-aided NOMA for Secured xURLLC by Lulu, Song, Di, Zhang, Shaobo, Jia, Pengcheng, Zhu, Yonghui, Li

Table of Contents: “…), which provides additional degree of freedom to enable a secure and fair decoding order and achieve a…”
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SigChord: Sniffing Wide Non-sparse Multiband Signals for Terrestrial and Non-terrestrial Wireless Networks by Peng, Jinbo, Duan, Junwen, Lin, Zheng, Yuan, Haoxuan, Gao, Yue, Chen, Zhe

Table of Contents: “… on low-cost and sub-Nyquist sampling radios. We first design a deep and rule-based interleaving algorithm…”
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SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting by Xu, Jiaming, Pan, Jiayi, Zhou, Yongkang, Chen, Siming, Li, Jinhao, Lian, Yaoxiu, Wu, Junyi, Dai, Guohao

Table of Contents: “… SpecEE, a fast LLM inference engine with speculative early exiting. (1) At the algorithm level, we…”
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LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment by Long, Jiahuan, Zhou, Xin

Table of Contents: “…, existing depth estimation algorithms often struggle to effectively balance performance and computational…”
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Antenna Activation and Resource Allocation in Multi-Waveguide Pinching-Antenna Systems by Wang, Kaidi, Ding, Zhiguo, Karagiannidis, George K.

Table of Contents: “…-theoretic algorithm is developed, in which the optimal decoding order is derived and incorporated. For power…”
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One Trigger Token Is Enough: A Defense Strategy for Balancing Safety and Usability in Large Language Models by Gu, Haoran, Wang, Handing, Mei, Yi, Zhang, Mengjie, Jin, Yaochu

Table of Contents: “… simple yet effective defense algorithm that identifies and explicitly decodes safety trigger tokens…”
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Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency by Li, Ruixiao, Chen, Fahao, Li, Peng

Table of Contents: “…Speculative decoding accelerates Large Language Model (LLM) inference by employing a small…”
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An Exploratory Framework for Future SETI Applications: Detecting Generative Reactivity via Language Models by Yu, Po-Chieh

Table of Contents: “… responses in language models. Instead of assuming that extraterrestrial signals must be decoded, we evaluate…”
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Towards Bridging the Reward-Generation Gap in Direct Alignment Algorithms by Xiao, Zeguan, Chen, Yun, Chen, Guanhua, Tang, Ke

Table of Contents: “… Feedback (RLHF) algorithms for aligning large language models (LLMs) with human preferences. However, DAAs…”
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ABS: Enforcing Constraint Satisfaction On Generated Sequences Via Automata-Guided Beam Search by Collura, Vincenzo, Tit, Karim, Bussi, Laura, Giunchiglia, Eleonora, Cordy, Maxime

Table of Contents: “… ones, and beam search is commonly used to balance exploration and fluency during decoding. While deep…”
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A Study of Large Language Models for Patient Information Extraction: Model Architecture, Fine-Tuning Strategy, and Multi-task Instruction Tuning by Peng, Cheng, Dong, Xinyu, Lyu, Mengxian, Paredes, Daniel, Zhang, Yaoyun, Wu, Yonghui

Table of Contents: “…, including: (1) encoder-only or decoder-only LLMs, (2) prompt-based parameter-efficient fine-tuning (PEFT…”
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Reading Images Like Texts: Sequential Image Understanding in Vision-Language Models by Li, Yueyan, Zhao, Chenggong, Zang, Zeyuan, Yuan, Caixia, Wang, Xiaojie

Table of Contents: “… an instruction-agnostic token compression algorithm based on a plug-and-play visual decoder to improve decoding…”
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STARS: Synchronous Token Alignment for Robust Supervision in Large Language Models by Quamar, Mohammad Atif, Areeb, Mohammad, Kuznetsov, Mikhail, Ozmen, Muslum Ozgur, Celik, Z. Berkay

Table of Contents: “…, we introduce STARS, Synchronous Token Alignment for Robust Supervision, a decoding-time algorithm…”
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An Information-Minimal Geometry for Qubit-Efficient Optimization by Ma, Gordon, Angelakis, Dimitris G.

Table of Contents: “… algorithms explore exponentially large Hilbert spaces. We recast qubit-efficient optimization as a geometric…”
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