Risultati della ricerca - decoding (Algorithmsssics OR (algorithm OR (algorithm OR algorithm)))

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

Sommario: “... decoding order; and the SAE features are stable during the post-training phase of DLMs. Our work...”
Testo

KnapSpec: Self-Speculative Decoding via Adaptive Layer Selection as a Knapsack Problem di Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Sommario: “...Self-speculative decoding (SSD) accelerates LLM inference by skipping layers to create an efficient...”
Testo

MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning di Lin, Chenxing, Gao, Xinhui, Zhang, Haipeng, Li, Xinran, Wang, Haitao, Mei, Songzhu, Wen, Chenglu, Liu, Weiquan, Shen, Siqi, Wang, Cheng

Sommario: “... of trajectories at multiple resolutions. Additionally, a condition-guided decoder is employed to exert precise...”
Testo

Type-Based Unsourced Multiple Access Over Fading Channels in Distributed MIMO With Application to Multi-Target Localization di Okumus, Kaan, Ngo, Khac-Hoang, Durisi, Giuseppe, Ström, Erik G.

Sommario: “...-scale fading coefficients use the same codebook. The decoder is built on the multisource approximate...”
Testo

LocalSUG: City-Preference-Enhanced LLM for Query Suggestion in Local-Life Services di Chen, Jinwen, Zhang, Shiwen, Gong, Shuai, Zhang, Zheng, Zhao, Yachao, Wang, Lingxiang, Zhou, Haibo, Lin, Wei, Zhang, Hainan

Sommario: “... beam-search-driven GRPO algorithm to align training with inference-time decoding and optimize relevance...”
Testo

Ensembling Language Models with Sequential Monte Carlo di Chan, Robin Shing Moon, Liu, Tianyu, Kiegeland, Samuel, Pasti, Clemente, Vigly, Jacob Hoover, O'Donnell, Timothy J., Cotterell, Ryan, Vieira, Tim

Sommario: “... ensembling to language models during decoding is challenging: naively aggregating next-token probabilities...”
Testo

Instruction set for the representation of graphs di Lopez-Rubio, Ezequiel, Pascual-Gonzalez, Mario

Sommario: “... into the graph. A key design property is that every string over the alphabet decodes to a valid graph...”
Testo

Multi-Task Genetic Algorithm with Multi-Granularity Encoding for Protein-Nucleotide Binding Site Prediction di Gao, Yiming, Xu, Liuyi, Cui, Pengshan, Qian, Yining, Lu, An-Yang, Wang, Xianpeng

Sommario: “...-dimensional, redundant biological data. To overcome the constraints of static fusion, a genetic algorithm...”
Testo

Masked BRep Autoencoder via Hierarchical Graph Transformer di Li, Yifei, Wu, Kang, Wu, Wenming, Fu, Xiao-Ming

Sommario: “..., unlabeled dataset of boundary representation (BRep) models. The success of our algorithm relies on two...”
Testo

Q-BIOLAT: Binary Latent Protein Fitness Landscapes for QUBO-Based Optimization di Hy, Truong-Son

Sommario: “..., decodable, and optimization-friendly latent spaces. Across multiple datasets and data regimes, we...”
Testo

ARCS: Autoregressive Circuit Synthesis with Topology-Aware Graph Attention and Spec Conditioning di Pathak, Tushar Dhananjay

Sommario: “... algorithms. For single-model inference, a topology-aware Graph Transformer with Best-of-3 candidate selection...”
Testo

Waveguide to Meaning: Semantic-Aware NOMA for Pinching-Antenna Systems di Ahmed, Ishtiaque, Parvaiz, Haris, Musavian, Leila

Sommario: “... of service (QoS) and bit-to-semantic decoding order in a heterogeneous users downlink non-orthogonal multiple...”
Testo

A Tensor-Train Framework for Bayesian Inference in High-Dimensional Systems: Applications to MIMO Detection and Channel Decoding di Schmid, Luca, Sulz, Dominik, Chimmalgi, Shrinivas, Schmalen, Laurent

Sommario: “...-cross algorithm initialized with a truncated Taylor-series. To demonstrate the generality...”
Testo

Pi-HOC: Pairwise 3D Human-Object Contact Estimation di Chittupalli, Sravan, Jain, Ayush, Huang, Dong

Sommario: “... an InteractionFormer. A SAM-based decoder then predicts dense contact on SMPL human meshes for each human-object pair...”
Testo

Mamba Sequence Modeling meets Model Predictive Control di Cevaal, Michiel, de Jong, Thomas, Lazar, Mircea

Sommario: “...In this paper, we consider the design of Model Predictive Control (MPC) algorithms based on Mamba...”
Testo

Scalable Quantum Molecular Generation via GPU-Accelerated Tensor-Network Simulation di 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

Sommario: “... graphs via lightweight classical decoding with structural constraints. In CUDA-Q, we benchmark the state...”
Testo

SymphonyGen: 3D Hierarchical Orchestral Generation with Controllable Harmony Skeleton di He, Xuzheng, Nan, Nan, Wang, Zhilin, Kang, Ziyue, Mo, Zhuoru, Li, Ao, Pan, Yu, Li, Xiaobing, Yu, Feng, Guan, Xiaohong

Sommario: “... hierarchical framework for contemporary cinematic orchestration. SymphonyGen employs a cascading decoder...”
Testo

Beyond Fixed Benchmarks and Worst-Case Attacks: Dynamic Boundary Evaluation for Language Models di Wang, Haoxiang, Yu, Da, Zhang, Huishuai

Sommario: “... $0.5$ under random-sampling decoding, and propose Dynamic Boundary Evaluation (DBE), which actively...”
Testo

ECo-MoE: Embodiment-Conditioned Mixture of Experts Increases the Evolvability of Robots di Wang, Yibin, Li, Muhan, Guo, Zihan, Kriegman, Sam

Sommario: “... are gated by the latent coordinates of each decoded design (phenotype). This provides a scalable alternative...”
Testo

Mitigating Object Hallucinations in Vision-Language Models through Region-Aware Attention Recalibration di Xu, Yuanzhi, Gao, Qian, Fan, Jun, Ding, Guohui, Yang, Zhenyu, Lin, Sixue, Xiao, Yuteng

Sommario: “... - ranging from expensive data-driven fine-tuning and high-latency contrastive decoding to rigid attention...”
Testo