Risultati della ricerca - decoding (algorithm OR ((algorithmics OR (Algorithmssics OR algorithmssics)) OR algorithmssics))

Variational Auto-encoder Based Solutions to Interactive Dynamic Influence Diagrams di Pan, Yinghui, Ma, Biyang, Zhang, Hanyi, Zeng, Yifeng

Sommario: “... an encoder-decoder architecture, particularly a variational autoencoder, to enhance I-DID solutions...”
Testo

Predictive Speech Recognition and End-of-Utterance Detection Towards Spoken Dialog Systems di Zink, Oswald, Higuchi, Yosuke, Mullov, Carlos, Waibel, Alexander, Kobayashi, Tetsunori

Sommario: “... for an encoder-decoder-based ASR system, which involves masking future segments of an utterance and prompting...”
Testo

Interpretable Contrastive Monte Carlo Tree Search Reasoning di Gao, Zitian, Niu, Boye, He, Xuzheng, Xu, Haotian, Liu, Hongzhang, Liu, Aiwei, Hu, Xuming, Wen, Lijie

Sommario: “...We propose SC-MCTS*: a novel Monte Carlo Tree Search (MCTS) reasoning algorithm for Large Language...”
Testo

Control-oriented Clustering of Visual Latent Representation di Qi, Han, Yin, Haocheng, Yang, Heng

Sommario: “... from the vision encoder to the action decoder -- in an image-based control pipeline learned from...”
Testo

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