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

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

Table of Contents: “…, 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 by Anand, Pradyot, Jain, Anant, Muthukrishnan, Suriya Prakash, Bhasin, Shubhendu, Roy, Sitikantha, Kumar, Lalan

Table of Contents: “… 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 by Xiong, Yunfan, Zhang, Ruoyu, Li, Yanzeng, Wu, Tianhao, Zou, Lei

Table of Contents: “… 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 by Kopparty, Swastik, Kumar, Mrinal, Sha, Harry

Table of Contents: “… 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 by Han, Wei, Zhou, Pan, Poria, Soujanya, Yan, Shuicheng

Table of Contents: “… 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 by Srivastava, Kushagra, Kancharla, Damodar Datta, Tahereen, Rizvi, Ramancharla, Pradeep Kumar, Sarvadevabhatla, Ravi Kiran, Kandath, Harikumar

Table of Contents: “… 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 by Soleymani, Touraj, Assaad, Mohamad, Baras, John S.

Table of Contents: “… 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 by Wu, Shiguang, Ren, Zhaochun, Xin, Xin, Yang, Jiyuan, Zhang, Mengqi, Chen, Zhumin, de Rijke, Maarten, Ren, Pengjie

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

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

Table of Contents: “… 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 by Li, Duo, Yang, Zuhao, Zhang, Xiaoqin, Shao, Ling, Lu, Shijian

Table of Contents: “… 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 by Shi, Jiatong, Cheng, Yifan, Su, Bo-Hao, Shim, Hye-jin, Tian, Jinchuan, Cornell, Samuele, Zhao, Yiwen, Arora, Siddhant, Watanabe, Shinji

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

Table of Contents: “…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 by Wang, Liangyu, Xie, Huanyi, Wang, Xinhai, Huang, Tianjin, Li, Mengdi, Wang, Di

Table of Contents: “…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 by Candussio, Sara, Saveri, Gaia, Sarti, Gabriele, Bortolussi, Luca

Table of Contents: “…-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 by Xie, Zhihui, Ye, Jiacheng, Zheng, Lin, Gao, Jiahui, Dong, Jingwei, Wu, Zirui, Zhao, Xueliang, Gong, Shansan, Jiang, Xin, Li, Zhenguo, Kong, Lingpeng

Table of Contents: “… 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 by Bhattacharya, Sagnik, Gorle, Abhiram Rao, Cioffi, John M.

Table of Contents: “…, 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 by Wu, Chunlong, Luo, Ye, Qu, Zhibo, Wang, Min

Table of Contents: “… 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 by Möller, Björn, Li, Zhengyang, Stelzer, Malte, Graave, Thomas, Bettels, Fabian, Ataya, Muaaz, Fingscheidt, Tim

Table of Contents: “… 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 by Araki, Tenzan, Goodwin, Joseph F., Cai, Zhenyu

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