Risultati della ricerca - (endedededededededededededeDecoding OR (endedededededededededededeDecoding OR coding)) algorithm

Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport di Zeng, Siqi, Du, Sixian, Yamada, Makoto, Zhao, Han

Sommario: “... EMD method generalizes previous work, and recovers the existing algorithm when class-conditional...”
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Characterizing and Optimizing Real-Time Optimal Control for Embedded SoCs di Dong, Kris Shengjun, Nikiforov, Dima, Soedarmadji, Widyadewi, Nguyen, Minh, Jain, Vikram, Fletcher, Christopher W., Shao, Yakun Sophia

Sommario: “..., such as locomotion and manipulation, particularly for real-time optimal control algorithms like Model Predictive...”
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Spoofing of Quantum Channels Enables Low-Rank Projective Simulation di Heightman, Timothy, Rajchel-Mieldzioć, Grzegorz

Sommario: “... certification. Specifically, we show how a Sinkhorn-like algorithm enables us to find the minimum admissible...”
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ODRL: A Benchmark for Off-Dynamics Reinforcement Learning di Lyu, Jiafei, Xu, Kang, Xu, Jiacheng, Yan, Mengbei, Yang, Jingwen, Zhang, Zongzhang, Bai, Chenjia, Lu, Zongqing, Li, Xiu

Sommario: “... different domains with dynamics mismatch. Despite the focus on developing dynamics-aware algorithms...”
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LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment di Yang, Ge, He, Changyi, Guo, Jinyang, Wu, Jianyu, Ding, Yifu, Liu, Aishan, Qin, Haotong, Ji, Pengliang, Liu, Xianglong

Sommario: “... compression algorithm design and serve as a foundation for future research. Our code is available at https...”
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Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing di Gao, Weizhi, Hou, Zhichao, Xu, Han, Liu, Xiaorui

Sommario: “... algorithm. Extensive experiments and ablation studies on image recognition demonstrate that our algorithm...”
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LHPF: Look back the History and Plan for the Future in Autonomous Driving di Wang, Sheng, Tian, Yao, Mei, Xiaodong, Sun, Ge, Cheng, Jie, Ma, Fulong, Sander, Pedro V., Liang, Junwei

Sommario: “..., making effective planning imperative. Current imitation learning-based planning algorithms often merge...”
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Synthetic graphs for link prediction benchmarking di Vlaskin, Alexey, Altmann, Eduardo G.

Sommario: “...Predicting missing links in complex networks requires algorithms that are able to explore...”
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Learning to Hash for Recommendation: A Survey di Luo, Fangyuan, Chen, Yankai, Wu, Jun, Li, Tong, Yu, Philip S., Liu, Xue

Sommario: “... as a promising solution to these issues by encoding high-dimensional data into compact hash codes. As a...”
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Versatile Ordering Network: An Attention-based Neural Network for Ordering Across Scales and Quality Metrics di Yu, Zehua, Zhang, Weihan, Pan, Sihan, Tao, Jun

Sommario: “... optimization algorithms are developed. However, the optimization problems related to ordering are often...”
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ILDiff: Generate Transparent Animated Stickers by Implicit Layout Distillation di Zhang, Ting, Yuan, Zhiqiang, Zhu, Yeshuang, Zhang, Jinchao

Sommario: “... can be roughly divided into video matting algorithms and diffusion-based algorithms. The methods based...”
Testo

Enhancing Path Planning Performance through Image Representation Learning of High-Dimensional Configuration Spaces di Jimenez, Jorge Ocampo, Suleiman, Wael

Sommario: “... algorithm. Our approach involves conditioning the WGAN-GP with a forward diffusion process in a continuous...”
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Maximum Entropy Reinforcement Learning with Diffusion Policy di Dong, Xiaoyi, Cheng, Jian, Zhang, Xi Sheryl

Sommario: “... online RL algorithms. Our code is available at https://github.com/diffusionyes/MaxEntDP. ...”
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HPSS: Heuristic Prompting Strategy Search for LLM Evaluators di Wen, Bosi, Ke, Pei, Sun, Yufei, Wang, Cunxiang, Gu, Xiaotao, Zhou, Jinfeng, Tang, Jie, Wang, Hongning, Huang, Minlie

Sommario: “... Prompting Strategy Search (HPSS). Inspired by the genetic algorithm, HPSS conducts an iterative search...”
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Provable Quantum Algorithm Advantage for Gaussian Process Quadrature di Galvis-Florez, Cristian A., Farooq, Ahmad, Särkkä, Simo

Sommario: “...The aim of this paper is to develop novel quantum algorithms for Gaussian process quadrature...”
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Offline Reinforcement Learning via Inverse Optimization di Dimanidis, Ioannis, Ok, Tolga, Esfahani, Peyman Mohajerin

Sommario: “... algorithms and the experiments. The code is available at https://github.com/TolgaOk/offlineRLviaIO. ...”
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Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning di Garcin, Samuel, McInroe, Trevor, Castro, Pablo Samuel, Panangaden, Prakash, Lucas, Christopher G., Abel, David, Albrecht, Stefano V.

Sommario: “... challenge for deep reinforcement learning agents. Actor-critic algorithms add further complexity...”
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Qutes: A High-Level Quantum Programming Language for Simplified Quantum Computing di Faro, Simone, Marino, Francesco Pio, Messina, Gabriele

Sommario: “... \textbf{Qutes}, a high-level quantum programming language designed to simplify quantum algorithm...”
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DAPO: An Open-Source LLM Reinforcement Learning System at Scale di Yu, Qiying, Zhang, Zheng, Zhu, Ruofei, Yuan, Yufeng, Zuo, Xiaochen, Yue, Yu, Dai, Weinan, Fan, Tiantian, Liu, Gaohong, Liu, Lingjun, Liu, Xin, Lin, Haibin, Lin, Zhiqi, Ma, Bole, Sheng, Guangming, Tong, Yuxuan, Zhang, Chi, Zhang, Mofan, Zhang, Wang, Zhu, Hang, Zhu, Jinhua, Chen, Jiaze, Chen, Jiangjie, Wang, Chengyi, Yu, Hongli, Song, Yuxuan, Wei, Xiangpeng, Zhou, Hao, Liu, Jingjing, Ma, Wei-Ying, Zhang, Ya-Qin, Yan, Lin, Qiao, Mu, Wu, Yonghui, Wang, Mingxuan

Sommario: “...}$) algorithm, and fully open-source a state-of-the-art large-scale RL system that achieves 50 points on AIME...”
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FLIP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning di Liao, Dongping, Gao, Xitong, Xu, Yabo, Xu, Chengzhong

Sommario: “... distributional shifts. We open-source the code for all implemented algorithms in FLIP to facilitate further...”
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