Search Results - decoding (algorithm OR Algorithms)

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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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Radiation‐Induced Fault Detection in Superconducting Quantum Devices by Marzio Vallero, Gioele Casagranda, Flavio Vella, Paolo Rech

Table of Contents: “… methods to complement QEC. In this paper, the first algorithm to effectively exploit syndrome information…”
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Encoding of algebraic geometry codes with quasi-linear complexity $O(N\log N)$ by Li, Songsong, Liu, Shu, Ma, Liming, Wan, Yunqi, Xing, Chaoping

Table of Contents: “… as complexity theory. Although encoding is easier than decoding in general, designing an encoding algorithm…”
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Seismic inversion using hybrid quantum neural networks by Vashisth, Divakar, Sharma, Rohan, Iyer, Tejas Ganesh, Mukerji, Tapan, Sen, Mrinal K.

Table of Contents: “… on our attempt to map one such classical physics-informed algorithm to a quantum framework. The primary…”
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Using Pseudocodewords to Transmit Information by Axvig, Nathan

Table of Contents: “…The linear programming decoder will occasionally output fractional-valued sequences that do…”
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