Risultati della ricerca - decoding (Algorithmsssic OR algorithm)

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

Sommario: “..., we introduce SWIFT, an on-the-fly self-speculative decoding algorithm that adaptively selects...”
Testo

EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface di Anand, Pradyot, Jain, Anant, Muthukrishnan, Suriya Prakash, Bhasin, Shubhendu, Roy, Sitikantha, Kumar, Lalan

Sommario: “... using the Random forest algorithm for the dimensionality reduction. The feature set obtained...”
Testo

DySpec: Faster Speculative Decoding with Dynamic Token Tree Structure di Xiong, Yunfan, Zhang, Ruoyu, Li, Yanzeng, Wu, Tianhao, Zou, Lei

Sommario: “... faster speculative decoding algorithm with a novel dynamic token tree structure. We begin by bridging...”
Testo

High Rate Multivariate Polynomial Evaluation Codes di Kopparty, Swastik, Kumar, Mrinal, Sha, Harry

Sommario: “... decoding algorithms for these codes that can decode from half the minimum distance. The first...”
Testo

Two are better than one: Context window extension with multi-grained self-injection di Han, Wei, Zhou, Pan, Poria, Soujanya, Yan, Shuicheng

Sommario: “... compressor while the upper model acts as a decoder. The upper model receives compressed, multi-grained...”
Testo

CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures di Srivastava, Kushagra, Kancharla, Damodar Datta, Tahereen, Rizvi, Ramancharla, Pradeep Kumar, Sarvadevabhatla, Ravi Kiran, Kandath, Harikumar

Sommario: “... of civil structures. However, existing crack segmentation algorithms encounter challenges in maintaining...”
Testo

Remote State Estimation over Unreliable Channels with Unreliable Feedback: Strategies and Limits di Soleymani, Touraj, Assaad, Mohamad, Baras, John S.

Sommario: “... consisting of a scheduling policy for an encoder and an estimation policy for a decoder, collocated...”
Testo

Constrained Auto-Regressive Decoding Constrains Generative Retrieval di Wu, Shiguang, Ren, Zhaochun, Xin, Xin, Yang, Jiyuan, Zhang, Mengqi, Chen, Zhumin, de Rijke, Maarten, Ren, Pengjie

Sommario: “...-specific constrained decoding. The generalization capabilities of generative retrieval on out...”
Testo

AutoJudge: Judge Decoding Without Manual Annotation di Garipov, Roman, Velikonivtsev, Fedor, Ermakov, Ivan, Svirschevski, Ruslan, Egiazarian, Vage, Ryabinin, Max

Sommario: “...-specific lossy speculative decoding. Instead of matching the original model output distribution token...”
Testo

Traversal Verification for Speculative Tree Decoding di Weng, Yepeng, Hu, Qiao, Chen, Xujie, Liu, Li, Mei, Dianwen, Qiu, Huishi, Tian, Jiang, Shi, Zhongchao

Sommario: “... candidates. This paper introduces Traversal Verification, a novel speculative decoding algorithm...”
Testo

ToDRE: Effective Visual Token Pruning via Token Diversity and Task Relevance di Li, Duo, Yang, Zuhao, Zhang, Xiaoqin, Shao, Ling, Lu, Shijian

Sommario: “... algorithm that selects and retains a subset of diverse and representative visual tokens after the vision...”
Testo

ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation di Shi, Jiatong, Cheng, Yifan, Su, Bo-Hao, Shim, Hye-jin, Tian, Jinchuan, Cornell, Samuele, Zhao, Yiwen, Arora, Siddhant, Watanabe, Shinji

Sommario: “...; and (3) a two-step confidence-oriented decoding algorithm that enhances inference reliability...”
Testo

Scaling Speculative Decoding with Lookahead Reasoning di Fu, Yichao, Ge, Rui, Shao, Zelei, Deng, Zhijie, Zhang, Hao

Sommario: “...Reasoning models excel by generating long chain-of-thoughts, but decoding the resulting thousands...”
Testo

Infinite Sampling: Efficient and Stable Grouped RL Training for Large Language Models di Wang, Liangyu, Xie, Huanyi, Wang, Xinhai, Huang, Tianjin, Li, Mengdi, Wang, Di

Sommario: “...Group-based reinforcement learning algorithms such as Group Reward Policy Optimization (GRPO) have...”
Testo

Bridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers di Candussio, Sara, Saveri, Gaia, Sarti, Gabriele, Bortolussi, Luca

Sommario: “...-driven learning algorithms. If such embeddings are semantically consistent, i.e. if similar...”
Testo

Dream-Coder 7B: An Open Diffusion Language Model for Code di Xie, Zhihui, Ye, Jiacheng, Zheng, Lin, Gao, Jiahui, Dong, Jingwei, Wu, Zirui, Zhao, Xueliang, Gong, Shansan, Jiang, Xin, Li, Zhenguo, Kong, Lingpeng

Sommario: “... that decode strictly left-to-right, Dream-Coder 7B adaptively determines its decoding strategy based...”
Testo

minPIC: Towards Optimal Power Allocation in Multi-User Interference Channels di Bhattacharya, Sagnik, Gorle, Abhiram Rao, Cioffi, John M.

Sommario: “..., subcarriers, and decoding orders crucial for interference channels (ICs), where neither transmitters nor...”
Testo

Meta-Policy Reflexion: Reusable Reflective Memory and Rule Admissibility for Resource-Efficient LLM Agent di Wu, Chunlong, Luo, Ye, Qu, Zhibo, Wang, Min

Sommario: “... representation, present algorithms for update and decoding, and validate the approach in a text-based agent...”
Testo

OpenViGA: Video Generation for Automotive Driving Scenes by Streamlining and Fine-Tuning Open Source Models with Public Data di Möller, Björn, Li, Zhengyang, Stelzer, Malte, Graave, Thomas, Bettels, Fabian, Ataya, Muaaz, Fingscheidt, Tim

Sommario: “... decoding to dedicated models. These approaches often utilize large models that require significant training...”
Testo

Correcting quantum errors using a classical code and one additional qubit di Araki, Tenzan, Goodwin, Joseph F., Cai, Zhenyu

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