Suchergebnisse - (coding OR Decoding) (algorithmics OR (algorithmsssic OR (algorithm OR algorithmics)))

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 …”
Volltext

Cascade Reward Sampling for Efficient Decoding-Time Alignment von Li, Bolian, Wang, Yifan, Lochab, Anamika, Grama, Ananth, Zhang, Ruqi

Inhaltsangabe: “… rejection sampling algorithm that minimizes redundant computations of both LLMs and reward models (RMs …”
Volltext

Fast Best-of-N Decoding via Speculative Rejection von Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

Inhaltsangabe: “… introduce Speculative Rejection, a computationally-viable inference-time alignment algorithm. It generates …”
Volltext

Primal-Dual Guided Decoding for Constrained Discrete Diffusion von Tomasi, Federico, Moor, Dmitrii, Wang, Alice, Lalmas, Mounia

Inhaltsangabe: “… playlist generation, showing that a single algorithm instantiated via domain-specific scoring functions …”
Volltext

Deterministic list decoding of Reed-Solomon codes von Chatterjee, Soham, Harsha, Prahladh, Kumar, Mrinal

Inhaltsangabe: “… , \log |\mathbb{F}|)$. Prior to this work, the list decoding algorithms for Reed-Solomon codes, from …”
Volltext

Automatic Task Detection and Heterogeneous LLM Speculative Decoding von Ge, Danying, Gao, Jianhua, Jiang, Qizhi, Feng, Yifei, Ji, Weixing

Inhaltsangabe: “… propose a speculative decoding algorithm tailored for downstream task optimization. It includes …”
Volltext

EXACT: Explicit Attribute-Guided Decoding-Time Personalization von Yu, Xin, Xing, Hanwen, Xue, Lingzhou

Inhaltsangabe: “… into the context to steer generation. We establish theoretical approximation guarantees for the proposed algorithm …”
Volltext

A blockBP decoder for the surface code von Kaufmann, Aviad, Arad, Itai

Inhaltsangabe: “… We present a new decoder for the surface code, which combines the accuracy of the tensor-network …”
Volltext

Masked Generative Nested Transformers with Decode Time Scaling von Goyal, Sahil, Tula, Debapriya, Jain, Gagan, Shenoy, Pradeep, Jain, Prateek, Paul, Sujoy

Inhaltsangabe: “… computational efficiency. Most of these algorithms involve multiple passes over a transformer model to generate …”
Volltext

MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models von Xu, Chejian, Zhang, Jiawei, Chen, Zhaorun, Xie, Chulin, Kang, Mintong, Potter, Yujin, Wang, Zhun, Yuan, Zhuowen, Xiong, Alexander, Xiong, Zidi, Zhang, Chenhui, Yuan, Lingzhi, Zeng, Yi, Xu, Peiyang, Guo, Chengquan, Zhou, Andy, Tan, Jeffrey Ziwei, Zhao, Xuandong, Pinto, Francesco, Xiang, Zhen, Gai, Yu, Lin, Zinan, Hendrycks, Dan, Li, Bo, Song, Dawn

Inhaltsangabe: “… (Multimodal DecodingTrust), designed to provide a comprehensive safety and trustworthiness evaluation …”
Volltext

Efficient Decoding Methods for Language Models on Encrypted Data von Avitan, Matan, Baruch, Moran, Drucker, Nir, Zimerman, Itamar, Goldberg, Yoav

Inhaltsangabe: “… performance bottleneck. We introduce cutmax, an HE-friendly argmax algorithm that reduces ciphertext …”
Volltext

Accelerating Speculative Decoding with Block Diffusion Draft Trees von Ringel, Liran, Romano, Yaniv

Inhaltsangabe: “… budget, DDTree uses a simple best-first heap algorithm to select the continuations that are most likely …”
Volltext

Optimizing Medical Image Segmentation with Advanced Decoder Design von Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Inhaltsangabe: “… ., Swin UNETR Decoder Enhanced and Refined) by specifically optimizing the design of these three …”
Volltext

Entropy-Aligned Decoding of LMs for Better Writing and Reasoning von Ahmed, Kareem, Singh, Sameer

Inhaltsangabe: “… distribution. Still, vanilla random sampling from LMs yields low quality generations. Decoding algorithms …”
Volltext

Constrained Auto-Regressive Decoding Constrains Generative Retrieval von Wu, Shiguang, Ren, Zhaochun, Xin, Xin, Yang, Jiyuan, Zhang, Mengqi, Chen, Zhumin, de Rijke, Maarten, Ren, Pengjie

Inhaltsangabe: “… -wise marginal distributions. (ii) For the beam search algorithm used during generation, we reveal …”
Volltext

AutoJudge: Judge Decoding Without Manual Annotation von Garipov, Roman, Velikonivtsev, Fedor, Ermakov, Ivan, Svirschevski, Ruslan, Egiazarian, Vage, Ryabinin, Max

Inhaltsangabe: “… semi-greedy search algorithm to test which of the mismatches between target and draft models should …”
Volltext

Decoding species coexistence: A reinforcement learning perspective von Jiang, Kaiwen, Zhao, Chenyang, Deng, Shengfeng, Cai, Weiran, Zhang, Jiqiang, Chen, Li

Inhaltsangabe: “… regulated via a Q-learning algorithm rather than held fixed. Our results show that all three species can …”
Volltext

The Recurrent Transformer: Greater Effective Depth and Efficient Decoding von Oncescu, Costin-Andrei, Morwani, Depen, Jelassi, Samy, Meterez, Alexandru, Kwun, Mujin, Kakade, Sham

Inhaltsangabe: “… tiling-based algorithm that preserves the mathematical computation while reducing HBM traffic from $Θ(N^2 …”
Volltext

Recursive decoding of projective Reed-Muller codes von San-José, Rodrigo

Inhaltsangabe: “… We give a recursive decoding algorithm for projective Reed-Muller codes making use of a decoder …”
Volltext

Duality and decoding of linearized Algebraic Geometry codes von Berardini, Elena, Caruso, Xavier, Drain, Fabrice

Inhaltsangabe: “… We design a polynomial time decoding algorithm for linearized Algebraic Geometry codes …”
Volltext