Search Results - decoding (algorithm OR (algorithmics OR Algorithmsssicics))

Artificial Intelligence-Assisted Visualized Microspheres for Biochemical Analysis: From Encoding to Decoding. by Zhou, Yang, Lu, Peng, Chen, Yiping

Table of Contents: “… concentrations through the special AI decoding algorithm. Furthermore, we introduce portable optical imaging…”
Get full text

Reliable and Timely Short‐Packet Communications in Joint Communication and Over‐the‐Air Computation Offloading Systems: Analysis and Optimization by Wei Zhao, Jie Kong, Baogang Li, Qihao Yang, Yaru Ding

Table of Contents: “… communications (SPCs). The inevitable decoding errors introduced by SPC lead to errors in the data aggregation…”
Get full text

Enhanced Physical Layer Security for Full-duplex Symbiotic Radio with AN Generation and Forward Noise Suppression by Jin, Chi, Chang, Zheng, Hu, Fengye, Chen, Hsiao-Hwa, Hamalainen, Timo

Table of Contents: “…-decoding and artificial noise (AN) injection to ensure the performance of legitimate communications through…”
Get full text

Mitigating Large Language Model Hallucination with Faithful Finetuning by Hu, Minda, He, Bowei, Wang, Yufei, Li, Liangyou, Ma, Chen, King, Irwin

Table of Contents: “… this issue through representation editing and decoding algorithms, reducing hallucinations without major…”
Get full text

Anatomy-guided Pathology Segmentation by Jaus, Alexander, Seibold, Constantin, Reiß, Simon, Heine, Lukas, Schily, Anton, Kim, Moon, Bahnsen, Fin Hendrik, Herrmann, Ken, Stiefelhagen, Rainer, Kleesiek, Jens

Table of Contents: “… algorithms specialize in recognizing either one of the two, rarely considering the patient's body from such a…”
Get full text

Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping by Zhu, Wenhao, Liu, Sizhe, Huang, Shujian, She, Shuaijie, Wendler, Chris, Chen, Jiajun

Table of Contents: “… and final output. In this work, we propose an improved contrastive decoding algorithm that is effective…”
Get full text

On the Impact of Bounded Rationality in Strategic Data Gathering by Anand, Anju, Akyol, Emrah

Table of Contents: “… strategic agent that believes everyone else is a non-strategic agent and that the decoder also believes…”
Get full text

Joint Power and Bit Allocation for Precoded Massive MIMO Channels by Liu, Shuiyin, Sakzad, Amin

Table of Contents: “… substantial computational savings. To support practical deployment, we develop a bit-allocation algorithm…”
Get full text

Spectral Journey: How Transformers Predict the Shortest Path by Cohen, Andrew, Gromov, Andrey, Yang, Kaiyu, Tian, Yuandong

Table of Contents: “… the learned representations and reverse-engineer the computation performed internally. We study decoder-only…”
Get full text

DINGO: Constrained Inference for Diffusion LLMs by Suresh, Tarun, Banerjee, Debangshu, Ugare, Shubham, Misailovic, Sasa, Singh, Gagandeep

Table of Contents: “…. This parallelism makes traditional constrained decoding algorithms, which are designed for sequential token…”
Get full text

To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers by Plaud, Roman, Perez-Lebel, Alexandre, Labeau, Matthieu, Saillenfest, Antoine, Bonald, Thomas

Table of Contents: “… by leveraging a structured, labeled hierarchy. However, decoding in such settings frequently relies on heuristic…”
Get full text

A Locally Differential Private Coding-Assisted Succinct Histogram Protocol by Liu, Hsuan-Po, Mahdavifar, Hessam

Table of Contents: “…) decoding algorithms are leveraged as the underlying coding scheme. More specifically, our protocol…”
Get full text

Teaching Machines to Speak Using Articulatory Control by Anand, Akshay, Guo, Chenxu, Cho, Cheol Jun, Lian, Jiachen, Anumanchipalli, Gopala

Table of Contents: “… the Proximal Policy Optimization algorithm to learn optimal articulatory movements based on acoustic feedback…”
Get full text

Dual-Mapping Sparse Vector Transmission for Short Packet URLLC by Zhang, Yanfeng, Zhu, Xu, Zheng, Jinkai, Yang, Weiwei, Yu, Xianhua, Zeng, Haiyong, Liu, Yujie, Guan, Yong Liang

Table of Contents: “… dramatically with the number of transmitted information bits. At the receiver, a two-stage decoding algorithm…”
Get full text

Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers by Yona, Gal, Aharoni, Roee, Geva, Mor

Table of Contents: “… of the EntityQuestions dataset. We evaluate a range of decoding methods on GRANOLA-EQ, including a new algorithm, called…”
Get full text

OAT: Object-Level Attention Transformer for Gaze Scanpath Prediction by Fang, Yini, Yu, Jingling, Zhang, Haozheng, van der Lans, Ralf, Shi, Bertram

Table of Contents: “… target object within a cluttered scene of distractors. OAT uses an encoder-decoder architecture…”
Get full text

Investigations on Algorithm Selection for Interval-Based Coding Methods by Strutz, Tilo, Schreiber, Nico

Table of Contents: “… the correct symbol in the decoder, each of these methods requires the comparison of a state variable…”
Get full text

Optimizing Medical Image Segmentation with Advanced Decoder Design by Yang, Weibin, Dong, Zhiqi, Xu, Mingyuan, Xu, Longwei, Geng, Dehua, Li, Yusong, Wang, Pengwei

Table of Contents: “… on the encoder, overlooking the crucial role of the decoder in optimizing segmentation details. This design…”
Get full text

END$^2$: Robust Dual-Decoder Watermarking Framework Against Non-Differentiable Distortions by Sun, Nan, Fang, Han, Lu, Yuxing, Zhao, Chengxin, Ling, Hefei

Table of Contents: “… into training, we propose a novel dual-decoder architecture (END$^2$). Unlike conventional END architecture, our…”
Get full text

Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective by Han, Seungwook, Song, Jinyeop, Gore, Jeff, Agrawal, Pulkit

Table of Contents: “… decoding algorithms and improves its ICL performance. We validate this phenomenon across pretrained models…”
Get full text