Search Results - decoding (algorithm OR Algorithmsssic)

Exploring Cross-Client Memorization of Training Data in Large Language Models for Federated Learning by Udsa, Tinnakit, Udomcharoenchaikit, Can, Payoungkhamdee, Patomporn, Nutanong, Sarana, Rattanavipanon, Norrathep

Table of Contents: “… decoding strategies, prefix length, and FL algorithms. Our findings reveal that FL models do memorize…”
Get full text

Inverse Design of Metasurface for Spectral Imaging by Chen, Rongzhou, Nie, Haitao, Zhu, Shuo, Zhao, Yaping, Wang, Chutian, Lam, Edmund Y.

Table of Contents: “…Inverse design of metasurfaces for the joint optimization of optical modulation and algorithmic…”
Get full text

Generalization or Memorization: Dynamic Decoding for Mode Steering by Zhang, Xuanming

Table of Contents: “… Steering (DMS), a novel inference-time algorithm which comprises two components: (1) a lightweight…”
Get full text

Deep Reinforcement Learning-Based Cooperative Rate Splitting for Satellite-to-Underground Communication Networks by Lin, Kaiqiang, Zhao, Kangchun, Mao, Yijie

Table of Contents: “… an aboveground relay decodes and forwards the common stream to underground devices (UDs). Based on this framework…”
Get full text

Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks by Pankratov, Sergey, Alistarh, Dan

Table of Contents: “… ``tight'' lower bounds on the runtime of any deterministic speculative generation algorithm…”
Get full text

Multi-Modal Semantic Communication by Mortaheb, Matin, Karakaya, Erciyes, Ulukus, Sennur

Table of Contents: “… channel bandwidth, we use an algorithm to transmit image patches at adaptive resolutions using…”
Get full text

Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction by Kim, Jang-Hyun, Han, Dongyoon, Yun, Sangdoo

Table of Contents: “… seamlessly into both the prefill and decoding stages. The proposed gate training algorithm relies on forward…”
Get full text

CoLT: Reasoning with Chain of Latent Tool Calls by Zhu, Fangwei, Sui, Zhifang

Table of Contents: “… length than baseline latent models, and is compatible with reinforcement learning algorithms…”
Get full text

Hypernetwork-based approach for grid-independent functional data clustering by Thatipelli, Anirudh, Siahkoohi, Ali

Table of Contents: “… neural representation (INR), which serves as the decoder. Because INRs represent functions with very few…”
Get full text

Weighted Unequal Error Protection over a Rayleigh Fading Channel by Mahmood, Adeel

Table of Contents: “… decoding success probabilities. The channel model is quasi-static Rayleigh fading with channel state…”
Get full text

Towards Patient-Specific Deformable Registration in Laparoscopic Surgery by Neri, Alberto, Penza, Veronica, Haouchine, Nazim, Mattos, Leonardo S.

Table of Contents: “…. Our approach combines a Transformer encoder-decoder architecture with overlap estimation and a…”
Get full text

Distributed Electromagnetic Neural Networks for Task-Oriented Semantic Communications by Li, Jinbao, An, Jiancheng, Liu, Hao, Gan, Lu, Leung, Victor C. M., Bennis, Mehdi, Debbah, Mérouane

Table of Contents: “… domain, and the GRS performs decoding based on the received power distribution. Moreover, we employ a…”
Get full text

Fitting Is Not Enough: Smoothness in Extremely Quantized LLMs by Xu, Yuzhuang, Han, Xu, Li, Yuxuan, Li, Pengzhan, Che, Wanxiang

Table of Contents: “… extremely low-bit but lossy quantization. Existing quantization algorithms mainly focus on improving…”
Get full text

Primal-Dual Guided Decoding for Constrained Discrete Diffusion by Tomasi, Federico, Moor, Dmitrii, Wang, Alice, Lalmas, Mounia

Table of Contents: “… guided decoding, an inference-time method that formulates constrained generation as a KL-regularised…”
Get full text

P‐2.1: Multi‐Scale Feature Fusion Generative Adversarial Network for Image Inpainting by Lunze Hu, Liujun Yuan, Yanzhuo Hu, Enguo Chen, Sheng Xu, Tailiang Guo, Yun Ye

Table of Contents: “… restoration. Therefore, we propose an image inpainting algorithm based on Multi‐Scale Feature Fusion…”
Get full text

A Framework for Measuring Tree Rings Based on Panchromatic Images and Deep Learning by Sheng Wang, Chaoyue Zhao, Yun Su, Kangjian Cao, Chao Mou, Fu Xu

Table of Contents: “… are pivotal for decoding the age and growth patterns of trees, reflecting the impact of environmental factors…”
Get full text

Hybrid intelligent reflective surfaces and relay assisted secure transmission scheme with power allocation by Yan Shi, Dongqing Zhao, Yue Wu

Table of Contents: “… of communication transmissions, this study proposes a novel hybrid secure scheme that combines a decode‐and‐forward…”
Get full text

Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions by Khadivi, Maziyar, Charter, Todd, Yaghoubi, Marjan, Jalayer, Masoud, Ahang, Maryam, Shojaeinasab, Ardeshir, Najjaran, Homayoun

Table of Contents: “…, encoder-decoder architectures, graph neural networks, and metaheuristic algorithms. Our review concludes…”
Get full text

Multimodal Urban Areas of Interest Generation via Remote Sensing Imagery and Geographical Prior by Shi, Chuanji, Zhang, Yingying, Wang, Jiaotuan, Guo, Xin, Zhu, Qiqi

Table of Contents: “… that segments road networks at various levels, our approach diverges from semantic segmentation algorithms…”
Get full text

Parameter-Efficient Instance-Adaptive Neural Video Compression by Yang, Hyunmo, Oh, Seungjun, Park, Eunbyung

Table of Contents: “… the encoder or decoder networks for a particular test instance video. However, fine-tuning all the model…”
Get full text