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

Dielectric Tensor Prediction for Inorganic Materials Using Latent Information from Preferred Potential di Mao, Zetian, Li, Wenwen, Tan, Jethro

Sommario: “... of dielectric tensors. We develop an equivariant readout decoder to predict total, electronic, and ionic...”
Testo

A Constraint-Enforcing Reward for Adversarial Attacks on Text Classifiers di Roth, Tom, Unanue, Inigo Jauregi, Abuadbba, Alsharif, Piccardi, Massimo

Sommario: “...-decoder paraphrase model to generate a diverse range of adversarial examples. For training, we adopt a...”
Testo

Efficient Time Series Processing for Transformers and State-Space Models through Token Merging di Götz, Leon, Kollovieh, Marcel, Günnemann, Stephan, Schwinn, Leo

Sommario: “... models. We further introduce local merging, a domain-specific token merging algorithm that selectively...”
Testo

Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure di Cho, Hanseul, Cha, Jaeyoung, Awasthi, Pranjal, Bhojanapalli, Srinadh, Gupta, Anupam, Yun, Chulhee

Sommario: “... into the positional encoding of a (decoder-only) Transformer. Taking a departure from the vanilla absolute position...”
Testo

Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing di Qiao, Yiming, Gao, Yihan, Zhang, Huanchen

Sommario: “... algorithm, called delayed coding, that achieves significant improvement in the decoding speed compared...”
Testo

PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation di Ji, Deyi, Jin, Wenwei, Lu, Hongtao, Zhao, Feng

Sommario: “... segmentation algorithms falter as they cannot accurately mimic the complexity of UAV perspectives, and the cost...”
Testo

Balancing Label Imbalance in Federated Environments Using Only Mixup and Artificially-Labeled Noise di Sang, Kyle, Rabbani, Tahseen, Huang, Furong

Sommario: “... in underrepresented samples of a particular label class using pseudo-images. While existing algorithms exclusively...”
Testo

TiltXter: CNN-based Electro-tactile Rendering of Tilt Angle for Telemanipulation of Pasteur Pipettes di Cabrera, Miguel Altamirano, Tirado, Jonathan, Fedoseev, Aleksey, Sautenkov, Oleg, Poliakov, Vladimir, Kopanev, Pavel, Tsetserukou, Dzmitry

Sommario: “... to decode the sensors' data into haptic stimuli. This work presents a telemanipulation system for plastic...”
Testo

End-to-End Speech Recognition with Pre-trained Masked Language Model di Higuchi, Yosuke, Ogawa, Tetsuji, Kobayashi, Tetsunori, Watanabe, Shinji

Sommario: “... and linguistic information through an iterative refinement algorithm. BECTRA extends BERT-CTC to the transducer...”
Testo

POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search di Xiang, Chong-Yang, He, Jun-Yan, Cheng, Zhi-Qi, Wu, Xiao, Hua, Xian-Sheng

Sommario: “...-decoding framework designed to address the limitations of traditional FLD methods. POPoS employs three key...”
Testo

VQ-SGen: A Vector Quantized Stroke Representation for Creative Sketch Generation di Wang, Jiawei, Cui, Zhiming, Li, Changjian

Sommario: “...This paper presents VQ-SGen, a novel algorithm for high-quality creative sketch generation. Recent...”
Testo

Retrofitting Large Language Models with Dynamic Tokenization di Feher, Darius, Vulić, Ivan, Minixhofer, Benjamin

Sommario: “... algorithm inspired by byte-pair encoding. We merge frequent subword sequences in a batch, then apply a pre...”
Testo

Continuous signal sparse encoding using analog neuromorphic variability di Costa, Filippo, De Luca, Chiara

Sommario: “.... While current spike-based encoding algorithms rely on complex networks or precise timing references...”
Testo

Delay Analysis of 5G HARQ in the Presence of Decoding and Feedback Latencies di Moothedath, Vishnu N, Seo, Sangwon, Petreska, Neda, Kloiber, Bernhard, Gross, James

Sommario: “... practical aspects such as decoding complexity, feedback delays, and the resulting need for multiple parallel...”
Testo

Beyond Shallow Behavior: Task-Efficient Value-Based Multi-Task Offline MARL via Skill Discovery di Wang, Xun, Li, Zhuoran, Zhong, Hai, Huang, Longbo

Sommario: “... and inefficiency. To address this issue, we propose a task-efficient value-based multi-task offline MARL algorithm...”
Testo

Guaranteed Conditional Diffusion: 3D Block-based Models for Scientific Data Compression di Lee, Jaemoon, Li, Xiao, Zhu, Liangji, Ranka, Sanjay, Rangarajan, Anand

Sommario: “...'' of content latent variables produced by the compressing module. After training, the denoising decoder...”
Testo

RT-DATR: Real-time Unsupervised Domain Adaptive Detection Transformer with Adversarial Feature Alignment di Lv, Feng, Li, Guoqing, Li, Jin, Xia, Chunlong

Sommario: “... transformer-based detectors has not yet been explored. Directly applying existing domain adaptation algorithms...”
Testo

Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs di Mao, Yu, Li, Jingzong, Wang, Jun, Xu, Hong, Kuo, Tei-Wei, Guan, Nan, Xue, Chun Jason

Sommario: “... from its heavy encode-decode structures and inflexibility in switching between different compression...”
Testo

DNA Tails for Molecular Flash Memory di Sima, Jin, Pan, Chao, Tabatabaei, S. Kasra, Hernandez, Alvaro G., Schroeder, Charles M., Milenkovic, Olgica

Sommario: “... and accompanying encoding and decoding algorithms. ...”
Testo

Privacy-aware Berrut Approximated Coded Computing applied to general distributed learning di Martínez-Luaña, Xavier, Fernández-Veiga, Manuel, Díaz-Redondo, Rebeca P., Fernández-Vilas, Ana

Sommario: “... algorithms for centralized aggregation, secure distributed training with centralized data, and secure...”
Testo