Résultats de la recherche - decoding (algorithmicsics OR (algorithm OR (Algorithmsssssics OR (algorithm OR algorithm))))

Does TabPFN Understand Causal Structures? par Swelam, Omar, Purucker, Lennart, Robertson, Jake, Raum, Hanne, Boedecker, Joschka, Hutter, Frank

Table des matières: “… develop an adapter framework using a learnable decoder and causal tokens that extract causal signals from…”
Accéder au texte intégral

Optimizing Decoding Paths in Masked Diffusion Models by Quantifying Uncertainty par Chen, Ziyu, Jiang, Xinbei, Sun, Peng, Lin, Tao

Table des matières: “… propose two algorithms designed to optimize the decoding path: a post-hoc selection method and a real-time…”
Accéder au texte intégral

Scout Before You Attend: Sketch-and-Walk Sparse Attention for Efficient LLM Inference par Le, Hoang Anh Duy, Joshi, Sahil, Yang, Zeyu, Xu, Zhaozhuo, Shrivastava, Anshumali

Table des matières: “… both prefill and decode phases. To address this challenge, we introduce Sketch&Walk Attention, a…”
Accéder au texte intégral

Conditional Sampling via Wasserstein Autoencoders and Triangular Transport par Al-Jarrah, Mohammad, Martino, Michele, Yim, Marcus, Hosseini, Bamdad, Taghvaei, Amirhossein

Table des matières: “… is to modify a Wasserstein autoencoder to use a (block-) triangular decoder and impose an appropriate…”
Accéder au texte intégral

Quantum Anonymous Secret Sharing with Permutation Invariant Codes par Sikand, Varin, Nemec, Andrew

Table des matières: “… cannot be accessed without an authorized set of shares present for decoding. In this work, we describe a…”
Accéder au texte intégral

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training par Feng, Xidong, Wan, Ziyu, Wen, Muning, McAleer, Stephen Marcus, Wen, Ying, Zhang, Weinan, Wang, Jun

Table des matières: “… the reasoning capabilities of LLMs by using tree-search algorithms to guide multi-step reasoning. These methods…”
Accéder au texte intégral

Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses par Abdelaleem, Eslam, Nemenman, Ilya, Martini, K. Michael

Table des matières: “… that in a decoder graph (defining a generative model for data). Using this approach, we rederive existing…”
Accéder au texte intégral

Bayesian Recursive Information Optical Imaging: A Ghost Imaging Scheme Based on Bayesian Filtering par Du, Long-Kun, Hu, Chenyu, Liu, Shuang, Deng, Chenjin, Wang, Chaoran, Bo, Zunwang, Chen, Mingliang, Liu, Wei-Tao, Han, Shensheng

Table des matières: “… in an encoded form and subsequently decoded via processing algorithms, which is quite in line…”
Accéder au texte intégral

Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth par Kögler, Kevin, Shevchenko, Alexander, Hassani, Hamed, Mondelli, Marco

Table des matières: “…. Namely, the performance of the algorithm is the same as if it was compressing a Gaussian source…”
Accéder au texte intégral

Trainable Joint Channel Estimation, Detection and Decoding for MIMO URLLC Systems par Sun, Yi, Shen, Hong, Li, Bingqing, Xu, Wei, Zhu, Pengcheng, Hu, Nan, Zhao, Chunming

Table des matières: “…, and decoding (JCDD) for MIMO URLLC systems encoded by short low-density parity-check (LDPC) codes. Specifically…”
Accéder au texte intégral

Cross-Scan Mamba with Masked Training for Robust Spectral Imaging par Tian, Wenzhe, Zeng, Haijin, Zhao, Yin-Ping, Chen, Yongyong, Wang, Zhen, Li, Xuelong

Table des matières: “…Snapshot Compressive Imaging (SCI) enables fast spectral imaging but requires effective decoding…”
Accéder au texte intégral

First Order Stochastic Optimization with Oblivious Noise par Diakonikolas, Ilias, Karmalkar, Sushrut, Park, Jongho, Tzamos, Christos

Table des matières: “… of inliers $α$ is less than $1/2$. Our main result is an efficient list-decodable learner that recovers a…”
Accéder au texte intégral

Online Optimization for Learning to Communicate over Time-Correlated Channels par Wu, Zheshun, Li, Junfan, Xu, Zenglin, Sun, Sumei, Liu, Jie

Table des matières: “… on two specific tasks: optimizing channel decoders for time-correlated fading channels and selecting…”
Accéder au texte intégral

Beyond GFVC: A Progressive Face Video Compression Framework with Adaptive Visual Tokens par Chen, Bolin, Yin, Shanzhi, Zhang, Zihan, Chen, Jie, Liao, Ru-Ling, Zhu, Lingyu, Wang, Shiqi, Ye, Yan

Table des matières: “… communication. However, these GFVC algorithms are sometimes faced with unstable reconstruction quality…”
Accéder au texte intégral

Enhancing LMMSE Performance with Modest Complexity Increase via Neural Network Equalizers par Rozenfeld, Vadim, Raphaeli, Dan, Bialer, Oded

Table des matières: “…The BCJR algorithm is renowned for its optimal equalization, minimizing bit error rate (BER) over…”
Accéder au texte intégral

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention par Yuan, Jingyang, Gao, Huazuo, Dai, Damai, Luo, Junyu, Zhao, Liang, Zhang, Zhengyan, Xie, Zhenda, Wei, Y. X., Wang, Lean, Xiao, Zhiping, Wang, Yuqing, Ruan, Chong, Zhang, Ming, Liang, Wenfeng, Zeng, Wangding

Table des matières: “… NSA, a Natively trainable Sparse Attention mechanism that integrates algorithmic innovations…”
Accéder au texte intégral

SPEX: Scaling Feature Interaction Explanations for LLMs par Kang, Justin Singh, Butler, Landon, Agarwal, Abhineet, Erginbas, Yigit Efe, Pedarsani, Ramtin, Ramchandran, Kannan, Yu, Bin

Table des matières: “… channel decoding algorithm to efficiently identify important interactions. We perform experiments across…”
Accéder au texte intégral

SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning par Qiu, Luyi, Till, Tristan, Guo, Xiaobao, Kong, Adams Wai-Kin

Table des matières: “… Learning framework that leverages novel algorithms and the Med-SAM foundation model to enhance information…”
Accéder au texte intégral

ARMOR: Empowering Multimodal Understanding Model with Interleaved Multimodal Generation Capability par Sun, Jianwen, Feng, Yukang, Li, Chuanhao, Zhang, Fanrui, Li, Zizhen, Ai, Jiaxin, Zhou, Sizhuo, Dai, Yu, Zhang, Shenglin, Zhang, Kaipeng

Table des matières: “… encoder-decoder architecture with a forward-switching mechanism is introduced to unify embedding space…”
Accéder au texte intégral

SWIPT in Cell-Free Massive MIMO Using Stacked Intelligent Metasurfaces par Hua, Thien Duc, Mohammadi, Mohammadali, Ngo, Hien Quoc, Matthaiou, Michail

Table des matières: “…-decoding receivers (IRs) and the average sum of harvested energy (sum-HE) at the energy-harvesting…”
Accéder au texte intégral