Suchergebnisse - decoding (Algorithmssic OR algorithm)

SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration von Xia, Heming, Li, Yongqi, Zhang, Jun, Du, Cunxiao, Li, Wenjie

Inhaltsangabe: “… , we introduce SWIFT, an on-the-fly self-speculative decoding algorithm that adaptively selects …”
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EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface von Anand, Pradyot, Jain, Anant, Muthukrishnan, Suriya Prakash, Bhasin, Shubhendu, Roy, Sitikantha, Kumar, Lalan

Inhaltsangabe: “… using the Random forest algorithm for the dimensionality reduction. The feature set obtained …”
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DySpec: Faster Speculative Decoding with Dynamic Token Tree Structure von Xiong, Yunfan, Zhang, Ruoyu, Li, Yanzeng, Wu, Tianhao, Zou, Lei

Inhaltsangabe: “… faster speculative decoding algorithm with a novel dynamic token tree structure. We begin by bridging …”
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High Rate Multivariate Polynomial Evaluation Codes von Kopparty, Swastik, Kumar, Mrinal, Sha, Harry

Inhaltsangabe: “… decoding algorithms for these codes that can decode from half the minimum distance. The first …”
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Two are better than one: Context window extension with multi-grained self-injection von Han, Wei, Zhou, Pan, Poria, Soujanya, Yan, Shuicheng

Inhaltsangabe: “… compressor while the upper model acts as a decoder. The upper model receives compressed, multi-grained …”
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CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures von Srivastava, Kushagra, Kancharla, Damodar Datta, Tahereen, Rizvi, Ramancharla, Pradeep Kumar, Sarvadevabhatla, Ravi Kiran, Kandath, Harikumar

Inhaltsangabe: “… of civil structures. However, existing crack segmentation algorithms encounter challenges in maintaining …”
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Remote State Estimation over Unreliable Channels with Unreliable Feedback: Strategies and Limits von Soleymani, Touraj, Assaad, Mohamad, Baras, John S.

Inhaltsangabe: “… consisting of a scheduling policy for an encoder and an estimation policy for a decoder, collocated …”
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Constrained Auto-Regressive Decoding Constrains Generative Retrieval von Wu, Shiguang, Ren, Zhaochun, Xin, Xin, Yang, Jiyuan, Zhang, Mengqi, Chen, Zhumin, de Rijke, Maarten, Ren, Pengjie

Inhaltsangabe: “… -specific constrained decoding. The generalization capabilities of generative retrieval on out …”
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AutoJudge: Judge Decoding Without Manual Annotation von Garipov, Roman, Velikonivtsev, Fedor, Ermakov, Ivan, Svirschevski, Ruslan, Egiazarian, Vage, Ryabinin, Max

Inhaltsangabe: “… -specific lossy speculative decoding. Instead of matching the original model output distribution token …”
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Traversal Verification for Speculative Tree Decoding von Weng, Yepeng, Hu, Qiao, Chen, Xujie, Liu, Li, Mei, Dianwen, Qiu, Huishi, Tian, Jiang, Shi, Zhongchao

Inhaltsangabe: “… candidates. This paper introduces Traversal Verification, a novel speculative decoding algorithm …”
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ToDRE: Effective Visual Token Pruning via Token Diversity and Task Relevance von Li, Duo, Yang, Zuhao, Zhang, Xiaoqin, Shao, Ling, Lu, Shijian

Inhaltsangabe: “… algorithm that selects and retains a subset of diverse and representative visual tokens after the vision …”
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ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation von Shi, Jiatong, Cheng, Yifan, Su, Bo-Hao, Shim, Hye-jin, Tian, Jinchuan, Cornell, Samuele, Zhao, Yiwen, Arora, Siddhant, Watanabe, Shinji

Inhaltsangabe: “… ; and (3) a two-step confidence-oriented decoding algorithm that enhances inference reliability …”
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Scaling Speculative Decoding with Lookahead Reasoning von Fu, Yichao, Ge, Rui, Shao, Zelei, Deng, Zhijie, Zhang, Hao

Inhaltsangabe: “… Reasoning models excel by generating long chain-of-thoughts, but decoding the resulting thousands …”
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Infinite Sampling: Efficient and Stable Grouped RL Training for Large Language Models von Wang, Liangyu, Xie, Huanyi, Wang, Xinhai, Huang, Tianjin, Li, Mengdi, Wang, Di

Inhaltsangabe: “… Group-based reinforcement learning algorithms such as Group Reward Policy Optimization (GRPO) have …”
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Bridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers von Candussio, Sara, Saveri, Gaia, Sarti, Gabriele, Bortolussi, Luca

Inhaltsangabe: “… -driven learning algorithms. If such embeddings are semantically consistent, i.e. if similar …”
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Dream-Coder 7B: An Open Diffusion Language Model for Code von Xie, Zhihui, Ye, Jiacheng, Zheng, Lin, Gao, Jiahui, Dong, Jingwei, Wu, Zirui, Zhao, Xueliang, Gong, Shansan, Jiang, Xin, Li, Zhenguo, Kong, Lingpeng

Inhaltsangabe: “… that decode strictly left-to-right, Dream-Coder 7B adaptively determines its decoding strategy based …”
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minPIC: Towards Optimal Power Allocation in Multi-User Interference Channels von Bhattacharya, Sagnik, Gorle, Abhiram Rao, Cioffi, John M.

Inhaltsangabe: “… , subcarriers, and decoding orders crucial for interference channels (ICs), where neither transmitters nor …”
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Meta-Policy Reflexion: Reusable Reflective Memory and Rule Admissibility for Resource-Efficient LLM Agent von Wu, Chunlong, Luo, Ye, Qu, Zhibo, Wang, Min

Inhaltsangabe: “… representation, present algorithms for update and decoding, and validate the approach in a text-based agent …”
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OpenViGA: Video Generation for Automotive Driving Scenes by Streamlining and Fine-Tuning Open Source Models with Public Data von Möller, Björn, Li, Zhengyang, Stelzer, Malte, Graave, Thomas, Bettels, Fabian, Ataya, Muaaz, Fingscheidt, Tim

Inhaltsangabe: “… decoding to dedicated models. These approaches often utilize large models that require significant training …”
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Correcting quantum errors using a classical code and one additional qubit von Araki, Tenzan, Goodwin, Joseph F., Cai, Zhenyu

Inhaltsangabe: “… that are subsequently corrected using the classical code's native decoding algorithm. We demonstrate this by applying H …”
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