Risultati della ricerca - decoding (algorithm OR Algorithms)

The Long Delay to Arithmetic Generalization: When Learned Representations Outrun Behavior di Gonzalez, Laura Gomezjurado

Sommario: “...Grokking in transformers trained on algorithmic tasks is characterized by a long delay between...”
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AI-Enabled Decoding of Qubit Loss for Quantum Error-Correcting Codes di Wang, Yuqing, Nie, Xiaotian, Dai, Jiale, Ni, Zhongyi, Zhang, Tao, Zhai, Hui, Chen, Linghui

Sommario: “... the traditional minimum-weight perfect matching (MWPM) algorithm and even delayed-erasure MWPM decoders that use...”
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Speed of Light Exact Greedy Decoding for RNN-T Speech Recognition Models on GPU di Galvez, Daniel, Bataev, Vladimir, Xu, Hainan, Kaldewey, Tim

Sommario: “..." alternative greedy decoding algorithm as well, achieving 1.7x and 1.4x end-to-end speedups when applied to 1.1...”
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AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm di Shi, Keren, Liu, Xu, Yuan, Xue, Shang, Haijie, Dai, Ruiting, Wang, Hanbin, Fu, Yunfa, Jiang, Ning, He, Jiayuan

Sommario: “...Auditory attention decoding from electroencephalogram (EEG) could infer to which source the user...”
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Neural Spelling: A Spell-Based BCI System for Language Neural Decoding di Jiang, Xiaowei, Zhou, Charles, Duan, Yiqun, Zhao, Ziyi, Do, Thomas, Lin, Chin-Teng

Sommario: “... of handwriting with the accessibility of EEG technology, utilizing advanced neural decoding algorithms and pre...”
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FLToP CTC: Frame-Level Token Pruning via Relative Threshold for Efficient and Memory-Saving Decoding on Diverse Platforms di Shree, Atul, Jupuru, Harshith

Sommario: “... Pruning for Connectionist Temporal Classification (FLToP CTC), a novel decoding algorithm that employs...”
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Quantum codes for asymmetric channels: ZZZY surface codes di Forlivesi, Diego, Valentini, Lorenzo, Chiani, Marco

Sommario: “... codes can be decoded by the minimum weight perfect matching (MWPM) algorithm with a suitable pre...”
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Reinforcement Learning-Aided Design of Efficient Polarization Kernels di Hong, Yi-Ting, Rini, Stefano, Barletta, Luca

Sommario: “... decoding (RMLD) using a rein-forcement learning approach based on the Gumbel AlphaZero algorithm...”
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Exact Thresholds for Noisy Non-Adaptive Group Testing di Chen, Junren, Scarlett, Jonathan

Sommario: “...In recent years, the mathematical limits and algorithmic bounds for probabilistic group testing...”
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Attention-Constrained Inference for Robust Decoder-Only Text-to-Speech di Wang, Hankun, Du, Chenpeng, Guo, Yiwei, Wang, Shuai, Chen, Xie, Yu, Kai

Sommario: “... algorithm and then applies constraining masks on AEAMs. Our experimental results on decoder-only TTS model...”
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Unused information in token probability distribution of generative LLM: improving LLM reading comprehension through calculation of expected values di Zawistowski, Krystian

Sommario: “...LLM text decoding is key component for perceived LLM quality. We demonstrate two experiments...”
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Boosting Hybrid Autoregressive Transducer-based ASR with Internal Acoustic Model Training and Dual Blank Thresholding di Moriya, Takafumi, Ashihara, Takanori, Mimura, Masato, Sato, Hiroshi, Matsuura, Kohei, Masumura, Ryo, Asami, Taichi

Sommario: “... both HAT- and IAM-blank thresholding and a compatible decoding algorithm. This results in a 42-75...”
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Reinforcement Learning Enhanced Greedy Decoding for Quantum Stabilizer Codes over $\mathbb{F}_q$ di Nourozi, Vahid

Sommario: “...$ quantum code. To decode, we introduce an RL-on-Greedy algorithm: first apply a standard greedy syndrome...”
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Union-Intersection Union-Find for Decoding Depolarizing Errors in Topological Codes di Lin, Tzu-Hao, Lai, Ching-Yi

Sommario: “...In this paper, we introduce the Union-Intersection Union-Find (UIUF) algorithm for decoding...”
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Hamiltonian Decoded Quantum Interferometry di Schmidhuber, Alexander, Lu, Jonathan Z., Shutty, Noah, Jordan, Stephen, Poremba, Alexander, Quek, Yihui

Sommario: “...We introduce Hamiltonian Decoded Quantum Interferometry (HDQI), a quantum algorithm that utilizes...”
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Real-Time Neural Appearance Models di Zeltner, Tizian, Rousselle, Fabrice, Weidlich, Andrea, Clarberg, Petrik, Novák, Jan, Bitterli, Benedikt, Evans, Alex, Davidovič, Tomáš, Kallweit, Simon, Lefohn, Aaron

Sommario: “... reserved for offline use. This is achieved with a combination of algorithmic and system level innovations...”
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Plato: Plan to Efficiently Decode for Large Language Model Inference di Jin, Shuowei, Liu, Xueshen, Wu, Yongji, Zheng, Haizhong, Zhang, Qingzhao, Prakash, Atul, Lentz, Matthew, Zhuo, Danyang, Qian, Feng, Mao, Z. Morley

Sommario: “..., but their inference incurs substantial computational and memory overhead. To improve efficiency, parallel decoding...”
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Density Evolution Analysis of Generalized Low-density Parity-check Codes under a Posteriori Probability Decoder di Chang, Dongxu, Peng, Qingqing, Ma, Zhiming, Wang, Guanghui, Yin, Dawei

Sommario: “... posteriori probability (APP) decoder is analyzed. We explore the concentration, symmetry, and monotonicity...”
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FlashSVD v1.5: Making Low-Rank Transformers Inference Actually Fast di Wu, Wenhao, Shao, Zishan, Cui, Kangning, Kim, Jinhee, Wang, Yixiao, Ye, Hancheng, Zhuo, Danyang, Chen, Yiran

Sommario: “... between prefill and autoregressive decode. We present FlashSVD v1.5, a unified inference runtime...”
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Linearized Polynomial Chinese remainder codes di Gaborit, Philippe, Garnier, Camille, Ruatta, Olivier

Sommario: “.... We propose a decoding algorithm for some instances of these codes. ...”
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