Search Results - (decoding OR (endedededededededededededededededededededededededecoding OR decoding)) algorithm

TapOut: A Bandit-Based Approach to Dynamic Speculative Decoding by Sridhar, Aditya, Sinnadurai, Nish, Lie, Sean, Thangarasa, Vithursan

Table of Contents: “…Speculative decoding accelerates LLMs by using a lightweight draft model to generate tokens…”
Get full text

Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction by Huang, Jiafu, Peng, Chao, Xu, Chenyang, Yang, Zhengfeng, Cai, Kecheng, Zhang, Chenhao, Wang, Yi, Gong, Yiwei, Zhou, Wanqin, Zheng, Irene

Table of Contents: “… algorithmic steps, and the decoder reconstructs output states. While prior work has focused on improving…”
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

Joint Sparse Graph for Enhanced MIMO-AFDM Receiver Design by Luo, Qu, Zhu, Jing, Liu, Zilong, Tang, Yanqun, Xiao, Pei, Chen, Gaojie, Shi, Jia

Table of Contents: “…) and expectation propagation (EP)-based algorithms are derived. As both VI-based detection and low-density parity…”
Get full text

QUITS: A modular Qldpc code circUIT Simulator by Kang, Mingyu, Lin, Yingjia, Yao, Hanwen, Gökduman, Mert, Meinking, Arianna, Brown, Kenneth R.

Table of Contents: “… circuits, decoding algorithms, and noise models, enabling comprehensive and customizable studies…”
Get full text

Optimal Reconstruction Codes with Given Reads in Multiple Burst-Substitutions Channels by Yu, Wenjun, Sun, Yubo, Xu, Zixiang, Ge, Gennian, Schwartz, Moshe

Table of Contents: “… of reads used in the reconstruction process, and the decoding list size. We show that over a channel…”
Get full text

MIRANDA: short signatures from a leakage-free full-domain-hash scheme by Couvreur, Alain, Debris-Alazard, Thomas, Gaborit, Philippe, Vinçotte, Adrien

Table of Contents: “… algorithm relies on a decoding task where there is exactly one solution, there are many possible signatures…”
Get full text

BLASST: Dynamic BLocked Attention Sparsity via Softmax Thresholding by Yuan, Jiayi, Shinn, Cameron, Xu, Kai, Cui, Jingze, Klimiashvili, George, Xiao, Guangxuan, Zheng, Perkz, Li, Bo, Zhou, Yuxin, Ye, Zhouhai, You, Weijie, Zheng, Tian, Brown, Dominic, Wang, Pengbo, Hoehnerbach, Markus, Cai, Richard, Demouth, Julien, Owens, John D., Hu, Xia, Han, Song, Liu, Timmy, Mao, Huizi

Table of Contents: “… training requirements, avoids expensive pre-computation passes, accelerates both prefill and decode across…”
Get full text

Entropy-Aligned Decoding of LMs for Better Writing and Reasoning by Ahmed, Kareem, Singh, Sameer

Table of Contents: “… distribution. Still, vanilla random sampling from LMs yields low quality generations. Decoding algorithms…”
Get full text

HIPPO: Accelerating Video Large Language Models Inference via Holistic-aware Parallel Speculative Decoding by Lv, Qitan, Liu, Tianyu, Wu, Wen, Xu, Xuenan, Zhou, Bowen, Wu, Feng, Zhang, Chao

Table of Contents: “…Speculative decoding (SD) has emerged as a promising approach to accelerate LLM inference without…”
Get full text

DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference by Liu, Fuliang, Li, Xue, Zhao, Ketai, Gao, Yinxi, Zhou, Ziyan, Zhang, Zhonghui, Wang, Zhibin, Dou, Wanchun, Zhong, Sheng, Tian, Chen

Table of Contents: “…Speculative decoding is an effective and lossless approach for accelerating LLM inference. However…”
Get full text

Stochastic Indexing Primitives for Non-Deterministic Molecular Archives by Alpay, Faruk, Sarioglu, Levent

Table of Contents: “… and superposes bindings across all records. A query decodes by correlating the memory with the query key…”
Get full text

Inducing Sustained Creativity and Diversity in Large Language Models by Luo, Queenie, King, Gary, Puett, Michael, Smith, Michael D.

Table of Contents: “…. The algorithm unlocks an LLM's vast knowledge, both orthodox and heterodox, well beyond modal decoding paths…”
Get full text

Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects by Zhang, Jun, Ji, Yicheng, Ren, Feiyang, Li, Yihang, Zeng, Bowen, Chen, Zonghao, Chen, Ke, Shou, Lidan, Chen, Gang, Li, Huan

Table of Contents: “… structured around the inference lifecycle, consisting of encoding, prefilling, and decoding. Unlike prior…”
Get full text

Sparse linear array synthesis using artificial neural network and nonconvex optimization by Hanyu Li, Haijing Zhou, Cheng Liao

Table of Contents: “… networks (ANNs), a more efficient encoder–decoding ANN framework is proposed in this letter for designing…”
Get full text