Suchergebnisse - decoding ((algorithm OR Algorithmssic) OR (algorithmics OR algorithmics))

DLM-Scope: Mechanistic Interpretability of Diffusion Language Models via Sparse Autoencoders von Wang, Xu, Jiang, Bingqing, Wan, Yu, Yang, Baosong, Kong, Lingpeng, Zou, Difan

Inhaltsangabe: “… decoding order; and the SAE features are stable during the post-training phase of DLMs. Our work …”
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KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem von Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Inhaltsangabe: “… Self-speculative decoding (SSD) accelerates LLM inference by skipping layers to create an efficient …”
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MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning von Lin, Chenxing, Gao, Xinhui, Zhang, Haipeng, Li, Xinran, Wang, Haitao, Mei, Songzhu, Wen, Chenglu, Liu, Weiquan, Shen, Siqi, Wang, Cheng

Inhaltsangabe: “… of trajectories at multiple resolutions. Additionally, a condition-guided decoder is employed to exert precise …”
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Type-Based Unsourced Multiple Access Over Fading Channels in Distributed MIMO With Application to Multi-Target Localization von Okumus, Kaan, Ngo, Khac-Hoang, Durisi, Giuseppe, Ström, Erik G.

Inhaltsangabe: “… -scale fading coefficients use the same codebook. The decoder is built on the multisource approximate …”
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LocalSUG: City-Preference-Enhanced LLM for Query Suggestion in Local-Life Services von Chen, Jinwen, Zhang, Shiwen, Gong, Shuai, Zhang, Zheng, Zhao, Yachao, Wang, Lingxiang, Zhou, Haibo, Lin, Wei, Zhang, Hainan

Inhaltsangabe: “… beam-search-driven GRPO algorithm to align training with inference-time decoding and optimize relevance …”
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Ensembling Language Models with Sequential Monte Carlo von Chan, Robin Shing Moon, Liu, Tianyu, Kiegeland, Samuel, Pasti, Clemente, Vigly, Jacob Hoover, O'Donnell, Timothy J., Cotterell, Ryan, Vieira, Tim

Inhaltsangabe: “… ensembling to language models during decoding is challenging: naively aggregating next-token probabilities …”
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Instruction set for the representation of graphs von Lopez-Rubio, Ezequiel, Pascual-Gonzalez, Mario

Inhaltsangabe: “… into the graph. A key design property is that every string over the alphabet decodes to a valid graph …”
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Multi-Task Genetic Algorithm with Multi-Granularity Encoding for Protein-Nucleotide Binding Site Prediction von Gao, Yiming, Xu, Liuyi, Cui, Pengshan, Qian, Yining, Lu, An-Yang, Wang, Xianpeng

Inhaltsangabe: “… -dimensional, redundant biological data. To overcome the constraints of static fusion, a genetic algorithm …”
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Masked BRep Autoencoder via Hierarchical Graph Transformer von Li, Yifei, Wu, Kang, Wu, Wenming, Fu, Xiao-Ming

Inhaltsangabe: “… , unlabeled dataset of boundary representation (BRep) models. The success of our algorithm relies on two …”
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Q-BIOLAT: Binary Latent Protein Fitness Landscapes for QUBO-Based Optimization von Hy, Truong-Son

Inhaltsangabe: “… , decodable, and optimization-friendly latent spaces. Across multiple datasets and data regimes, we …”
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ARCS: Autoregressive Circuit Synthesis with Topology-Aware Graph Attention and Spec Conditioning von Pathak, Tushar Dhananjay

Inhaltsangabe: “… algorithms. For single-model inference, a topology-aware Graph Transformer with Best-of-3 candidate selection …”
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Waveguide to Meaning: Semantic-Aware NOMA for Pinching-Antenna Systems von Ahmed, Ishtiaque, Parvaiz, Haris, Musavian, Leila

Inhaltsangabe: “… of service (QoS) and bit-to-semantic decoding order in a heterogeneous users downlink non-orthogonal multiple …”
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A Tensor-Train Framework for Bayesian Inference in High-Dimensional Systems: Applications to MIMO Detection and Channel Decoding von Schmid, Luca, Sulz, Dominik, Chimmalgi, Shrinivas, Schmalen, Laurent

Inhaltsangabe: “… -cross algorithm initialized with a truncated Taylor-series. To demonstrate the generality …”
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Pi-HOC: Pairwise 3D Human-Object Contact Estimation von Chittupalli, Sravan, Jain, Ayush, Huang, Dong

Inhaltsangabe: “… an InteractionFormer. A SAM-based decoder then predicts dense contact on SMPL human meshes for each human-object pair …”
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Mamba Sequence Modeling meets Model Predictive Control von Cevaal, Michiel, de Jong, Thomas, Lazar, Mircea

Inhaltsangabe: “… In this paper, we consider the design of Model Predictive Control (MPC) algorithms based on Mamba …”
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Scalable Quantum Molecular Generation via GPU-Accelerated Tensor-Network Simulation von Xiao, Yu-Cheng, Chang, Jen-Yu, Kuo, Tzu-Ling, Astuti, Aninda, Wu, Shu-Chi, Ng, Ka-Lok, Wang, Yun-Yuan, Chen, Yu-Ze, Chen, Nan-Yow, Li, Tai-Yu

Inhaltsangabe: “… graphs via lightweight classical decoding with structural constraints. In CUDA-Q, we benchmark the state …”
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SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton von He, Xuzheng, Nan, Nan, Wang, Zhilin, Kang, Ziyue, Mo, Zhuoru, Li, Ao, Pan, Yu, Li, Xiaobing, Yu, Feng, Guan, Xiaohong

Inhaltsangabe: “… hierarchical framework for contemporary cinematic orchestration. SymphonyGen employs a cascading decoder …”
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Beyond Fixed Benchmarks and Worst-Case Attacks: Dynamic Boundary Evaluation for Language Models von Wang, Haoxiang, Yu, Da, Zhang, Huishuai

Inhaltsangabe: “… $0.5$ under random-sampling decoding, and propose Dynamic Boundary Evaluation (DBE), which actively …”
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ECo-MoE: Embodiment-Conditioned Mixture of Experts Increases the Evolvability of Robots von Wang, Yibin, Li, Muhan, Guo, Zihan, Kriegman, Sam

Inhaltsangabe: “… are gated by the latent coordinates of each decoded design (phenotype). This provides a scalable alternative …”
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Mitigating Object Hallucinations in Vision-Language Models through Region-Aware Attention Recalibration von Xu, Yuanzhi, Gao, Qian, Fan, Jun, Ding, Guohui, Yang, Zhenyu, Lin, Sixue, Xiao, Yuteng

Inhaltsangabe: “… - ranging from expensive data-driven fine-tuning and high-latency contrastive decoding to rigid attention …”
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