Suchergebnisse - decoding ((algorithmics OR Algorithmsssics) OR (algorithm OR algorithm))

Guess-Verify-Refine: Data-Aware Top-K for Sparse-Attention Decoding on Blackwell via Temporal Correlation von Cheng, Long, Zhao, Ritchie, Liu, Timmy, Li, Mindy, Qiao, Xianjie, Duan, Kefeng, Chen, Yu-Jung, Chen, Xiaoming, Rouhani, Bita Darvish, Yang, June

Inhaltsangabe: “… Sparse-attention decoders rely on exact Top-K selection to choose the most important key-value …”
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VeriCache: Turning Lossy KV Cache into Lossless LLM Inference von Yao, Jiayi, Shen, Samuel, Du, Kuntai, Feng, Shaoting, Seo, Dongjoo, Zhang, Rui, Huang, Yuyang, Liu, Yuhan, Lu, Shan, Jiang, Junchen

Inhaltsangabe: “… the high decoding throughput of a range of KV cache compression algorithms. VeriCache uses the compressed …”
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Implementation and Optimization of HQC Decoding on NPU-Integrated Devices von Chau, Vu Minh, Kiet, Nguyen Ngoc, Minh, Pham Quang, Ngoc, Mai Xuan, Anh, Nguyen Duc, Ta, Hoang

Inhaltsangabe: “… -based key-encapsulation mechanism, providing algorithmic diversity alongside lattice-based post-quantum …”
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FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface von Mane, Ravikiran, Chew, Effie, Chua, Karen, Ang, Kai Keng, Robinson, Neethu, Vinod, A. P., Lee, Seong-Whan, Guan, Cuntai

Inhaltsangabe: “… by Motor Imagery (MI) decoding algorithms for electroencephalogram (EEG) based Brain-Computer Interface …”
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TOFU: Towards Obfuscated Federated Updates by Encoding Weight Updates into Gradients from Proxy Data von Garg, Isha, Nagaraj, Manish, Roy, Kaushik

Inhaltsangabe: “… and privacy, we propose TOFU, a novel algorithm which generates proxy data that encodes the weight updates …”
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Best Arm Identification Based Beam Acquisition in Stationary and Abruptly Changing Environments von Ghatak, Gourab

Inhaltsangabe: “… propose a novel algorithm called concurrent beam exploration, CBE, in which multiple beams are grouped …”
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Masked Transformer for Electrocardiogram Classification von Zhou, Ya, Diao, Xiaolin, Huo, Yanni, Liu, Yang, Fan, Xiaohan, Zhao, Wei

Inhaltsangabe: “… . With the advent of advanced algorithms, various deep learning models have been adopted for ECG tasks. However …”
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Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis von Bonazzi, Pietro, Li, Yawei, Bian, Sizhen, Magno, Michele

Inhaltsangabe: “… present "Q-Segment", a quantized real-time segmentation algorithm, and conduct a comprehensive evaluation …”
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JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models von Fisher, Jillian, Lu, Ximing, Jung, Jaehun, Jiang, Liwei, Harchaoui, Zaid, Choi, Yejin

Inhaltsangabe: “… , a user-controlled, inference-time algorithm for authorship obfuscation that can be in principle …”
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Demystifying the Physics of Deep Reinforcement Learning-Based Autonomous Vehicle Decision-Making von Wan, Hanxi, Li, Pei, Kusari, Arpan

Inhaltsangabe: “… in AVs. Therefore, in this research work, we try to decode the knowledge learnt by the attention-based …”
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LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale von Cho, Jaehong, Kim, Minsu, Choi, Hyunmin, Heo, Guseul, Park, Jongse

Inhaltsangabe: “… (LLM) inference serving systems. These efforts not only include innovations in the algorithm …”
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A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization von Brenner, Aron, Khorramfar, Rahman, Sun, Jennifer, Amin, Saurabh

Inhaltsangabe: “… . In this work, we introduce AGRO, a solution algorithm that performs adversarial generation for two-stage …”
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MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification von Autthasan, Phairot, Chaisaen, Rattanaphon, Phan, Huy, De Vos, Maarten, Wilaiprasitporn, Theerawit

Inhaltsangabe: “… -computer interface (BCI) systems, enhancing the decoding of electroencephalography (EEG) signals. However …”
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Hardware Acceleration of Kolmogorov-Arnold Network (KAN) for Lightweight Edge Inference von Huang, Wei-Hsing, Jia, Jianwei, Kong, Yuyao, Waqar, Faaiq, Wen, Tai-Hao, Chang, Meng-Fan, Yu, Shimeng

Inhaltsangabe: “… , MUXs, decoders, etc.). For the first time, this paper employs an algorithm-hardware co-design …”
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A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network von Rico, Julian Carvajal, Alaeddini, Adel, Faruqui, Syed Hasib Akhter, Fisher-Hoch, Susan P, Mccormick, Joseph B

Inhaltsangabe: “… decoder, are then processed by a GNN using a novel Laplacian regularization technique to refine the graph …”
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Deep Transfer Learning-based Detection for Flash Memory Channels von Mei, Zhen, Cai, Kui, Shi, Long, Li, Jun, Chen, Li, Immink, Kees A. Schouhamer

Inhaltsangabe: “… ) algorithm for flash memory channel detection. It can effectively reduce the training data size from $10^6 …”
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AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding von Nguyen, Nhan Duc Thanh, Phan, Huy, Geirnaert, Simon, Mikkelsen, Kaare, Kidmose, Preben

Inhaltsangabe: “… Auditory attention decoding (AAD) is the process of identifying the attended speech in a multi …”
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Towards Flexible 3D Perception: Object-Centric Occupancy Completion Augments 3D Object Detection von Zheng, Chaoda, Wang, Feng, Wang, Naiyan, Cui, Shuguang, Li, Zhen

Inhaltsangabe: “… -centric occupancy perception from both data and algorithm perspectives. On the data side, we construct …”
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Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework von Mohsin, Muhammad Ahmed, Bhattacharya, Sagnik, Rajabalifardi, Kamyar, Pote, Rohan, Cioffi, John M.

Inhaltsangabe: “… algorithm for multi-carrier NOMA, named minPMAC, and an associated time-sharing algorithm that adaptively …”
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Upside Down Reinforcement Learning with Policy Generators von Di Ventura, Jacopo, Ashley, Dylan R., Herrmann, Vincent, Faccio, Francesco, Schmidhuber, Jürgen

Inhaltsangabe: “… this using Hypernetworks - a variant of Fast Weight Programmers, which learn to decode input commands …”
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