Search Results - decoding ((algorithmics OR Algorithmssssssicics) OR (algorithm OR (algorithmicsics OR algorithm)))

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

Table of Contents: “… 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 by Cha, Seongjin, Kim, Gyuwan, Han, Dongsu, Yang, Tao, Han, Insu

Table of Contents: “…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 by Lin, Chenxing, Gao, Xinhui, Zhang, Haipeng, Li, Xinran, Wang, Haitao, Mei, Songzhu, Wen, Chenglu, Liu, Weiquan, Shen, Siqi, Wang, Cheng

Table of Contents: “… 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 by Okumus, Kaan, Ngo, Khac-Hoang, Durisi, Giuseppe, Ström, Erik G.

Table of Contents: “…-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 by Chen, Jinwen, Zhang, Shiwen, Gong, Shuai, Zhang, Zheng, Zhao, Yachao, Wang, Lingxiang, Zhou, Haibo, Lin, Wei, Zhang, Hainan

Table of Contents: “… 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 by Chan, Robin Shing Moon, Liu, Tianyu, Kiegeland, Samuel, Pasti, Clemente, Vigly, Jacob Hoover, O'Donnell, Timothy J., Cotterell, Ryan, Vieira, Tim

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

Table of Contents: “… 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 by Gao, Yiming, Xu, Liuyi, Cui, Pengshan, Qian, Yining, Lu, An-Yang, Wang, Xianpeng

Table of Contents: “…-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 by Li, Yifei, Wu, Kang, Wu, Wenming, Fu, Xiao-Ming

Table of Contents: “…, 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 by Hy, Truong-Son

Table of Contents: “…, 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 by Pathak, Tushar Dhananjay

Table of Contents: “… 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 by Ahmed, Ishtiaque, Parvaiz, Haris, Musavian, Leila

Table of Contents: “… 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 by Schmid, Luca, Sulz, Dominik, Chimmalgi, Shrinivas, Schmalen, Laurent

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

Table of Contents: “… 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 by Cevaal, Michiel, de Jong, Thomas, Lazar, Mircea

Table of Contents: “…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 by 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

Table of Contents: “… 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 by He, Xuzheng, Nan, Nan, Wang, Zhilin, Kang, Ziyue, Mo, Zhuoru, Li, Ao, Pan, Yu, Li, Xiaobing, Yu, Feng, Guan, Xiaohong

Table of Contents: “… 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 by Wang, Haoxiang, Yu, Da, Zhang, Huishuai

Table of Contents: “… $0.5$ 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 by Wang, Yibin, Li, Muhan, Guo, Zihan, Kriegman, Sam

Table of Contents: “… 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 by Xu, Yuanzhi, Gao, Qian, Fan, Jun, Ding, Guohui, Yang, Zhenyu, Lin, Sixue, Xiao, Yuteng

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