Suchergebnisse - decoding (algorithm OR Algorithms)

A Unified Deep Reinforcement Learning Approach for Close Enough Traveling Salesman Problem von Fan, Mingfeng, Cheng, Jiaqi, Wu, Yaoxin, Zhang, Yifeng, Yang, Yibin, Wu, Guohua, Sartoretti, Guillaume

Inhaltsangabe: “… decision process (MDP) for CETSP using a discretization scheme and propose a novel unified dual-decoder DRL …”
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DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models von Ye, Xi, Zhang, Wuwei, Yin, Fangcong, Yen, Howard, Chen, Danqi

Inhaltsangabe: “… context throughout decoding. In this work, we propose DYSCO, a novel decoding algorithm for improving long …”
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Seeing to Ground: Visual Attention for Hallucination-Resilient MDLLMs von Narnaware, Vishal, Gupta, Animesh, Zhai, Kevin, Wang, Zhenyi, Shah, Mubarak

Inhaltsangabe: “… vulnerability stems from an algorithmic flaw: the decoder ranks candidate tokens based on textual likelihood …”
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Collab: Controlled Decoding using Mixture of Agents for LLM Alignment von Chakraborty, Souradip, Bhatt, Sujay, Sehwag, Udari Madhushani, Ghosal, Soumya Suvra, Qiu, Jiahao, Wang, Mengdi, Manocha, Dinesh, Huang, Furong, Koppel, Alec, Ganesh, Sumitra

Inhaltsangabe: “… and alignment among LLMs during decoding. Theoretical analysis of our proposed algorithm establishes optimal …”
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Overcoming Non-monotonicity in Transducer-based Streaming Generation von Ma, Zhengrui, Feng, Yang, Zhang, Min

Inhaltsangabe: “… popular in industrial applications. However, its input-synchronous decoding mechanism presents challenges …”
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Rate-Distortion Region for Distributed Indirect Source Coding with Decoder Side Information von Tang, Jiancheng, Yang, Qianqian

Inhaltsangabe: “… central decoder. The decoder has access to correlated side information in addition to the messages …”
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UCD: Unlearning in LLMs via Contrastive Decoding von Suriyakumar, Vinith M., Sekhari, Ayush, Wilson, Ashia

Inhaltsangabe: “… unlearning algorithm that uses contrastive decoding, leveraging two auxiliary smaller models, one trained …”
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Decoding Communications with Partial Information von Cope, Dylan, McBurney, Peter

Inhaltsangabe: “… community of language users from which a learner observes speech acts and attempts to decode the mappings …”
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Dual Filter: A Transformer-like Inference Architecture for Hidden Markov Models von Chang, Heng-Sheng, Mehta, Prashant G.

Inhaltsangabe: “… and the proposed solution are motivated by the decoder-only transformer architecture, in which a finite sequence …”
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Graph Autoencoder for Process Monitoring von Zhang, Xiangrui

Inhaltsangabe: “… mechanism (SSAM) and a spatial-temporal encoder-decoder module utilizing graph convolutional long-short term …”
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CRoCoDiL: Continuous and Robust Conditioned Diffusion for Language von Uziel, Roy, Belhasin, Omer, Levy, Itay, Bercovich, Akhiad, El-Yaniv, Ran, Zilberstein, Ran, Elad, Michael

Inhaltsangabe: “… in which decoding is obtained by an MDM algorithm. Relying on the same framework, we introduce two …”
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Boosting Fairness and Robustness in Over-the-Air Federated Learning von Oksuz, Halil Yigit, Molinari, Fabio, Sprekeler, Henning, Raisch, Joerg

Inhaltsangabe: “… propose an Over-the-Air federated learning algorithm that aims to provide fairness and robustness through …”
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Decoding Quantum Search Advantage: The Critical Role of State Properties in Random Walks von Zhou, Si-Qi, Liang, Jin-Min, Ding, Ziheng, Chen, Zhihua, Fei, Shao-Ming, Ma, Zhihao

Inhaltsangabe: “… Quantum algorithms have demonstrated provable speedups over classical counterparts, yet …”
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Universal graph representation of stabilizer codes von Khesin, Andrey Boris, Lu, Jonathan Z., Shor, Peter W.

Inhaltsangabe: “… , they otherwise offer little guidance for concrete constructions or algorithm analysis. We introduce a …”
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AngelSlim: A more accessible, comprehensive, and efficient toolkit for large model compression von Cen, Rui, Hu, QiangQiang, Huang, Hong, Liu, Hong, Liu, Song, Luo, Xin, Niu, Lin, Tan, Yifan, Wu, Decheng, Xie, Linchuan, Yang, Rubing, Yu, Guanghua, Zhu, Jianchen

Inhaltsangabe: “… compression developed by the Tencent Hunyuan team. By consolidating cutting-edge algorithms, including …”
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Scalable Parity Architecture With a Shuttling-Based Spin Qubit Processor von Ginzel, Florian, Fellner, Michael, Ertler, Christian, Schreiber, Lars R., Bluhm, Hendrik, Lechner, Wolfgang

Inhaltsangabe: “… Algorithm (QAOA) on a lattice constructed of identical unit cells, such that the circuit depth is always …”
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Enhancing Text Generation in Joint NLG/NLU Learning Through Curriculum Learning, Semi-Supervised Training, and Advanced Optimization Techniques von Shaik, Rahimanuddin, Kishore, Katikela Sreeharsha

Inhaltsangabe: “… ) are applied. Transformer-based encoders and decoders, capturing long range dependencies and improving source …”
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Argus: Token Aware Distributed LLM Inference Optimization von Wu, Panlong, Zhong, Yifei, Chen, Danyang, Wang, Ting, Wang, Fangxin

Inhaltsangabe: “… considers both LLM prefilling and decoding costs. We introduce a novel Iterative Offloading Algorithm …”
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Latent Modulated Function for Computational Optimal Continuous Image Representation von He, Zongyao, Jin, Zhi

Inhaltsangabe: “… MLP to decode Low-Resolution (LR) features. However, these continuous image representations typically …”
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AlphaViT: A flexible game-playing AI for multiple games and variable board sizes von Fujita, Kazuhisa

Inhaltsangabe: “… framework: AlphaViT, AlphaViD (AlphaViT with a transformer decoder), and AlphaVDA (AlphaViD with learnable …”
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