Résultats de la recherche - decoding (Algorithmsssic OR (algorithm OR Algorithmsssic))

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

Table des matières: “…, 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 par Anand, Pradyot, Jain, Anant, Muthukrishnan, Suriya Prakash, Bhasin, Shubhendu, Roy, Sitikantha, Kumar, Lalan

Table des matières: “… 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 par Xiong, Yunfan, Zhang, Ruoyu, Li, Yanzeng, Wu, Tianhao, Zou, Lei

Table des matières: “… 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 par Kopparty, Swastik, Kumar, Mrinal, Sha, Harry

Table des matières: “… 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 par Han, Wei, Zhou, Pan, Poria, Soujanya, Yan, Shuicheng

Table des matières: “… 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 par Srivastava, Kushagra, Kancharla, Damodar Datta, Tahereen, Rizvi, Ramancharla, Pradeep Kumar, Sarvadevabhatla, Ravi Kiran, Kandath, Harikumar

Table des matières: “… 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 par Soleymani, Touraj, Assaad, Mohamad, Baras, John S.

Table des matières: “… 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 par Wu, Shiguang, Ren, Zhaochun, Xin, Xin, Yang, Jiyuan, Zhang, Mengqi, Chen, Zhumin, de Rijke, Maarten, Ren, Pengjie

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

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

Table des matières: “… 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 par Li, Duo, Yang, Zuhao, Zhang, Xiaoqin, Shao, Ling, Lu, Shijian

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

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

Table des matières: “…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 par Wang, Liangyu, Xie, Huanyi, Wang, Xinhai, Huang, Tianjin, Li, Mengdi, Wang, Di

Table des matières: “…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 par Candussio, Sara, Saveri, Gaia, Sarti, Gabriele, Bortolussi, Luca

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

Table des matières: “… 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 par Bhattacharya, Sagnik, Gorle, Abhiram Rao, Cioffi, John M.

Table des matières: “…, 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 par Wu, Chunlong, Luo, Ye, Qu, Zhibo, Wang, Min

Table des matières: “… 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 par Möller, Björn, Li, Zhengyang, Stelzer, Malte, Graave, Thomas, Bettels, Fabian, Ataya, Muaaz, Fingscheidt, Tim

Table des matières: “… 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 par Araki, Tenzan, Goodwin, Joseph F., Cai, Zhenyu

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