Resultados de búsqueda - decoding (Algorithmssssics OR (algorithm OR (algorithmssssics OR (algorithm OR algorithm))))

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

Tabla de Contenidos: “… 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 por Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Tabla de Contenidos: “…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 por Lin, Chenxing, Gao, Xinhui, Zhang, Haipeng, Li, Xinran, Wang, Haitao, Mei, Songzhu, Wen, Chenglu, Liu, Weiquan, Shen, Siqi, Wang, Cheng

Tabla de Contenidos: “… 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 por Okumus, Kaan, Ngo, Khac-Hoang, Durisi, Giuseppe, Ström, Erik G.

Tabla de Contenidos: “…-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 por Chen, Jinwen, Zhang, Shiwen, Gong, Shuai, Zhang, Zheng, Zhao, Yachao, Wang, Lingxiang, Zhou, Haibo, Lin, Wei, Zhang, Hainan

Tabla de Contenidos: “… 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 por Chan, Robin Shing Moon, Liu, Tianyu, Kiegeland, Samuel, Pasti, Clemente, Vigly, Jacob Hoover, O'Donnell, Timothy J., Cotterell, Ryan, Vieira, Tim

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

Tabla de Contenidos: “… 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 por Gao, Yiming, Xu, Liuyi, Cui, Pengshan, Qian, Yining, Lu, An-Yang, Wang, Xianpeng

Tabla de Contenidos: “…-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 por Li, Yifei, Wu, Kang, Wu, Wenming, Fu, Xiao-Ming

Tabla de Contenidos: “…, 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 por Hy, Truong-Son

Tabla de Contenidos: “…, 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 por Pathak, Tushar Dhananjay

Tabla de Contenidos: “… 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 por Ahmed, Ishtiaque, Parvaiz, Haris, Musavian, Leila

Tabla de Contenidos: “… 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 por Schmid, Luca, Sulz, Dominik, Chimmalgi, Shrinivas, Schmalen, Laurent

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

Tabla de Contenidos: “… 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 por Cevaal, Michiel, de Jong, Thomas, Lazar, Mircea

Tabla de Contenidos: “…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 por 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

Tabla de Contenidos: “… 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 por He, Xuzheng, Nan, Nan, Wang, Zhilin, Kang, Ziyue, Mo, Zhuoru, Li, Ao, Pan, Yu, Li, Xiaobing, Yu, Feng, Guan, Xiaohong

Tabla de Contenidos: “… 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 por Wang, Haoxiang, Yu, Da, Zhang, Huishuai

Tabla de Contenidos: “… $0.5$ 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 por Wang, Yibin, Li, Muhan, Guo, Zihan, Kriegman, Sam

Tabla de Contenidos: “… 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 por Xu, Yuanzhi, Gao, Qian, Fan, Jun, Ding, Guohui, Yang, Zhenyu, Lin, Sixue, Xiao, Yuteng

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