Risultati della ricerca - (endedededeendecoding OR (encoding OR Decoding)) (algorithmics OR (algorithm OR algorithm))

Automatic Pronunciation Error Detection and Correction of the Holy Quran's Learners Using Deep Learning di Abdelfattah, Abdullah, Khalil, Mahmoud I., Abbas, Hazem

Sommario: “... Tasmeea algorithm; (2) 850+ hours of audio (~300K annotated utterances); (3) A novel ASR-based approach...”
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TrimTokenator: Towards Adaptive Visual Token Pruning for Large Multimodal Models di Zhang, Hao, Lyu, Mengsi, He, Chenrui, Ao, Yulong, Lin, Yonghua

Sommario: “... usually encode visual inputs into dense token sequences, which are then concatenated with textual tokens...”
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Improving the runtime of quantum phase estimation for chemistry through basis set optimization di Ollitrault, Pauline J., Gonthier, Jerome F., Rocca, Dario, Anselmetti, Gian-Luca, Degroote, Matthias, Moll, Nikolaj, Santagati, Raffaele, Streif, Michael

Sommario: “...Quantum phase estimation (QPE) is a promising quantum algorithm for obtaining molecular ground...”
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TransMPC: Transformer-based Explicit MPC with Variable Prediction Horizon di Wu, Sichao, Wu, Jiang, Cao, Xingyu, Zhang, Fawang, Yu, Guangyuan, Zhao, Junjie, Qu, Yue, Ma, Fei, Duan, Jingliang

Sommario: “... TransMPC, a novel Transformer-based explicit MPC algorithm capable of generating highly accurate control...”
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Agents of Discovery di Diefenbacher, Sascha, Hallin, Anna, Kasieczka, Gregor, Krämer, Michael, Lauscher, Anne, Lukas, Tim

Sommario: “..., these tools are typically special-purpose algorithms that rely, for example, on encoded physics knowledge...”
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DATE: Dynamic Absolute Time Enhancement for Long Video Understanding di Yuan, Chao, Yang, Yang, Yang, Yehui, Cheng, Zach

Sommario: “... approaches typically adopt uniform frame sampling and rely on implicit position encodings to model temporal...”
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CollaPipe: Adaptive Segment-Optimized Pipeline Parallelism for Collaborative LLM Training in Heterogeneous Edge Networks di Chen, Jiewei, Deng, Xiumei, Xiong, Zehui, Guo, Shaoyong, Qiu, Xuesong, Wang, Ping, Niyato, Dusit

Sommario: “... networks. In CollaPipe, the encoder part is adaptively partitioned into variable-sized segments...”
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Hallucination reduction with CASAL: Contrastive Activation Steering For Amortized Learning di Wannan, Yang, Qiu, Xinchi, Yu, Lei, Zhang, Yuchen, Yang, Aobo, Kokhlikyan, Narine, Cancedda, Nicola, Garcia-Olano, Diego

Sommario: “... providing incorrect answers instead of admitting ignorance. Prior work has shown that models encode linear...”
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Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions di Zhao, Wenyuan, Balachandran, Adithya, Tian, Chao, Liang, Paul Pu

Sommario: “... as Gaussian PID (GPID). We propose a new gradient-based algorithm that substantially improves...”
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Automaton Constrained Q-Learning di Manganaris, Anastasios, Giammarino, Vittorio, Qureshi, Ahmed H.

Sommario: “...-Learning (ACQL), an algorithm that addresses this gap by combining goal-conditioned value learning...”
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Xiaoice: Training-Free Video Understanding via Self-Supervised Spatio-Temporal Clustering of Semantic Features di Ji, Shihao, Song, Zihui

Sommario: “...-trained VLMs with classic machine learning algorithms for pattern discovery. Our core idea is to reframe...”
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Vocab Diet: Reshaping the Vocabulary of LLMs via Vector Arithmetic di Reif, Yuval, Kaplan, Guy, Schwartz, Roy

Sommario: “...Large language models (LLMs) often encode word-form variation (e.g., walk vs. walked) as linear...”
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Exploring Spiking Neural Networks for Binary Classification in Multivariate Time Series at the Edge di Ghawaly, James, Nicholson, Andrew, Schuman, Catherine, Diez, Dalton, Young, Aaron, Witherspoon, Brett

Sommario: “... alarm rates. The approach uses the Evolutionary Optimization of Neuromorphic Systems (EONS) algorithm...”
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Quantum Similarity-Driven QUBO Framework for Multi-Period Supply Chain Allocation using Time-Multiplexed Coherent Ising Machines and Simulated Quantum Annealing di Ubale, Rushikesh, Mulani, Yasar, Suresh, Abhay, Byrd, Gregory, Deshpande, Sangram, Nikilesh, B. R., Nanda, Sanya

Sommario: “...-period capacity enforcement via slack-bit encoding to maintain feasibility; and (iii) execution on a time...”
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Explaining and Mitigating Crosslingual Tokenizer Inequities di Arnett, Catherine, Chang, Tyler A., Biderman, Stella, Bergen, Benjamin K.

Sommario: “...The number of tokens it takes to encode parallel text in different languages is known to vary...”
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Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data di Nguyen, Duong M., Hoang, Trong Nghia, Huynh, Thanh Trung, Nguyen, Quoc Viet Hung, Nguyen, Phi Le

Sommario: “... on learnable client-side embedding controls that encode each client's data-missing patterns. These embeddings...”
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FoldPath: End-to-End Object-Centric Motion Generation via Modulated Implicit Paths di Rabino, Paolo, Tiboni, Gabriele, Tommasi, Tatiana

Sommario: “... and welding. To realize effective automation, robust algorithms are essential for generating extended, object...”
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Influence of Data Dimensionality Reduction Methods on the Effectiveness of Quantum Machine Learning Models di Shinde, Aakash Ravindra, Nurminen, Jukka K.

Sommario: “... machine algorithms, quantum data encoding methods, and data reduction methods. All these models were...”
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RAS: A Bit-Exact rANS Accelerator For High-Performance Neural Lossless Compression di Qin, Yuchao, Fan, Anjunyi, Yan, Bonan

Sommario: “... Asymmetric Numeral System Acceleration System, a hardware architecture that integrates the rANS algorithm...”
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Factorization-in-Loop: Proximal Fill-in Minimization for Sparse Matrix Reordering di Li, Ziwei, Niu, Shuzi, Yuan, Tao, Li, Huiyuan, Wu, Wenjia

Sommario: “... number of fill-ins. The reordering network utilizes a graph encoder to predict row or column node scores...”
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