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

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification by Wang, Jikai, Tian, Zhenxu, Li, Juntao, Xia, Qingrong, Duan, Xinyu, Wang, Zhefeng, Huai, Baoxing, Zhang, Min

Table of Contents: “… costs. In this paper, we present a training-free alignment-augmented speculative decoding algorithm. We…”
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BDD2Seq: Enabling Scalable Reversible-Circuit Synthesis via Graph-to-Sequence Learning by Miao, Mingkai, Tang, Jianheng, Hu, Guangyu, Zhang, Hongce

Table of Contents: “… with a Pointer-Network decoder and Diverse Beam Search to predict high-quality orderings. By treating…”
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Kascade: A Practical Sparse Attention Method for Long-Context LLM Inference by Deshmukh, Dhruv, Goyal, Saurabh, Kwatra, Nipun, Ramjee, Ramachandran

Table of Contents: “… are selected algorithmically, via a dynamic-programming objective that maximizes cross-layer similarity over a…”
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Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces by Li, Siyang, Ouyang, Jiayi, Cui, Zhenyao, Wang, Ziwei, Jia, Tianwang, Wan, Feng, Wu, Dongrui

Table of Contents: “… deployment of decoding algorithms for EEG-based BCI. …”
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CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs by He, Yicheng, Zhao, Zheng, Kaiyu, Zhou, Dai, Bryan, Fu, Jie, Yang, Yonghui

Table of Contents: “… is to investigate whether the model's neural dynamics encode internally decodable signals that are predictive…”
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CompleteRXN: Toward Completing Open Chemical Reaction Databases by Vogel, Gabriel, Noordsij, Minouk, Pidko, Evgeny, Weber, Jana M.

Table of Contents: “… baselines, including a novel encoder-decoder reaction completion model with constrained decoding…”
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Manifold Learning by Mixture Models of VAEs for Inverse Problems by Alberti, Giovanni S., Hertrich, Johannes, Santacesaria, Matteo, Sciutto, Silvia

Table of Contents: “… of variational autoencoders. Here, every encoder-decoder pair represents one chart of a manifold. We propose a…”
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The domain wall color code by Tiurev, Konstantin, Pesah, Arthur, Derks, Peter-Jan H. S., Roffe, Joschka, Eisert, Jens, Kesselring, Markus S., Reiner, Jan-Michael

Table of Contents: “… restriction decoder based on a matching algorithm. The proposed code is identified as a comparably resource…”
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Toward distortion-aware change detection in realistic scenarios by Zhao, Yitao, Li, Heng-Chao, Liu, Nanqing, Wang, Rui

Table of Contents: “… systems. Geometric distortion caused by coordinate shifting remains a thorny issue for CD algorithms…”
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EEND-M2F: Masked-attention mask transformers for speaker diarization by Härkönen, Marc, Broughton, Samuel J., Samarakoon, Lahiru

Table of Contents: “… of transformer decoders, in which irrelevant frames are explicitly masked from the cross attention using…”
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Event-based Asynchronous HDR Imaging by Temporal Incident Light Modulation by Wu, Yuliang, Tan, Ganchao, Chen, Jinze, Zhai, Wei, Cao, Yang, Zha, Zheng-Jun

Table of Contents: “…, thereby triggering the pixel-independent event streams. The HDR image is subsequently decoded from…”
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Recurrent Drafter for Fast Speculative Decoding in Large Language Models by Cheng, Yunfei, Zhang, Aonan, Zhang, Xuanyu, Wang, Chong, Wang, Yi

Table of Contents: “…We present Recurrent Drafter (ReDrafter), an advanced speculative decoding approach that achieves…”
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Adapting to Covariate Shift in Real-time by Encoding Trees with Motion Equations by Foong, Tham Yik, Zhang, Heng, Yuan, Mao Po, Vargas, Danilo Vasconcellos

Table of Contents: “… Xenovert, an adaptive algorithm that can dynamically adapt to changes in input distribution. It is a…”
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Exploring and Improving Drafts in Blockwise Parallel Decoding by Kim, Taehyeon, Suresh, Ananda Theertha, Papineni, Kishore, Riley, Michael, Kumar, Sanjiv, Benton, Adrian

Table of Contents: “… hampered by the slow inference speeds inherent in sequential token generation. Blockwise parallel decoding…”
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TK-Planes: Tiered K-Planes with High Dimensional Feature Vectors for Dynamic UAV-based Scenes by Maxey, Christopher, Choi, Jaehoon, Lee, Yonghan, Lee, Hyungtae, Manocha, Dinesh, Kwon, Heesung

Table of Contents: “… Field (NeRF), wherein our algorithm stores a set of tiered feature vectors. The tiered feature vectors…”
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Directly Training Temporal Spiking Neural Network with Sparse Surrogate Gradient by Li, Yang, Zhao, Feifei, Zhao, Dongcheng, Zeng, Yi

Table of Contents: “… direct training of SNNs for various applications. The surrogate gradient (SG) algorithm has recently…”
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Open-Source Conversational AI with SpeechBrain 1.0 by Ravanelli, Mirco, Parcollet, Titouan, Moumen, Adel, de Langen, Sylvain, Subakan, Cem, Plantinga, Peter, Wang, Yingzhi, Mousavi, Pooneh, Della Libera, Luca, Ploujnikov, Artem, Paissan, Francesco, Borra, Davide, Zaiem, Salah, Zhao, Zeyu, Zhang, Shucong, Karakasidis, Georgios, Yeh, Sung-Lin, Champion, Pierre, Rouhe, Aku, Braun, Rudolf, Mai, Florian, Zuluaga-Gomez, Juan, Mousavi, Seyed Mahed, Nautsch, Andreas, Nguyen, Ha, Liu, Xuechen, Sagar, Sangeet, Duret, Jarod, Mdhaffar, Salima, Laperriere, Gaelle, Rouvier, Mickael, De Mori, Renato, Esteve, Yannick

Table of Contents: “… models and the complete "recipes" of code and algorithms required for training them. This paper presents…”
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Menichetti's nonassociative $G$-crossed product algebras and Menichetti codes by Pumpluen, Susanne

Table of Contents: “… of algebra they display symmetric and cyclic properties which promise efficient decoding algorithms. Well…”
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Joint Beam Scheduling and Resource Allocation for Flexible RSMA-aided Near-Field Communications by Zhou, Jiasi, Zhou, Cong, Mao, Yijie, Tellambura, Chintha

Table of Contents: “… is proposed to efficiently manage interference, which carefully selects a subset of legacy users to decode…”
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Numerical Pruning for Efficient Autoregressive Models by Shen, Xuan, Song, Zhao, Zhou, Yufa, Chen, Bo, Liu, Jing, Zhang, Ruiyi, Rossi, Ryan A., Tan, Hao, Yu, Tong, Chen, Xiang, Zhou, Yufan, Sun, Tong, Zhao, Pu, Wang, Yanzhi, Gu, Jiuxiang

Table of Contents: “… on compressing decoder-only transformer-based autoregressive models through structural weight pruning to improve…”
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