Suchergebnisse - decoding (Algorithmsssicssics OR (algorithm OR (algorithm OR algorithm)))

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

Inhaltsangabe: “… 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 von Miao, Mingkai, Tang, Jianheng, Hu, Guangyu, Zhang, Hongce

Inhaltsangabe: “… 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 von Deshmukh, Dhruv, Goyal, Saurabh, Kwatra, Nipun, Ramjee, Ramachandran

Inhaltsangabe: “… 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 von Li, Siyang, Ouyang, Jiayi, Cui, Zhenyao, Wang, Ziwei, Jia, Tianwang, Wan, Feng, Wu, Dongrui

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

Inhaltsangabe: “… 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 von Vogel, Gabriel, Noordsij, Minouk, Pidko, Evgeny, Weber, Jana M.

Inhaltsangabe: “… 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 von Alberti, Giovanni S., Hertrich, Johannes, Santacesaria, Matteo, Sciutto, Silvia

Inhaltsangabe: “… 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 von Tiurev, Konstantin, Pesah, Arthur, Derks, Peter-Jan H. S., Roffe, Joschka, Eisert, Jens, Kesselring, Markus S., Reiner, Jan-Michael

Inhaltsangabe: “… 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 von Zhao, Yitao, Li, Heng-Chao, Liu, Nanqing, Wang, Rui

Inhaltsangabe: “… 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 von Härkönen, Marc, Broughton, Samuel J., Samarakoon, Lahiru

Inhaltsangabe: “… 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 von Wu, Yuliang, Tan, Ganchao, Chen, Jinze, Zhai, Wei, Cao, Yang, Zha, Zheng-Jun

Inhaltsangabe: “… , 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 von Cheng, Yunfei, Zhang, Aonan, Zhang, Xuanyu, Wang, Chong, Wang, Yi

Inhaltsangabe: “… 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 von Foong, Tham Yik, Zhang, Heng, Yuan, Mao Po, Vargas, Danilo Vasconcellos

Inhaltsangabe: “… 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 von Kim, Taehyeon, Suresh, Ananda Theertha, Papineni, Kishore, Riley, Michael, Kumar, Sanjiv, Benton, Adrian

Inhaltsangabe: “… 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 von Maxey, Christopher, Choi, Jaehoon, Lee, Yonghan, Lee, Hyungtae, Manocha, Dinesh, Kwon, Heesung

Inhaltsangabe: “… 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 von Li, Yang, Zhao, Feifei, Zhao, Dongcheng, Zeng, Yi

Inhaltsangabe: “… 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 von 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

Inhaltsangabe: “… 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 von Pumpluen, Susanne

Inhaltsangabe: “… 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 von Zhou, Jiasi, Zhou, Cong, Mao, Yijie, Tellambura, Chintha

Inhaltsangabe: “… 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 von 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

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