Risultati della ricerca - coding (algorithm OR (algorithmics OR Algorithmssics))

Modeling State Shifting via Local-Global Distillation for Event-Frame Gaze Tracking di Li, Jiading, Zhu, Zhiyu, Hou, Jinhui, Hou, Junhui, Wu, Jinjian

Sommario: “... experts with a student network, where a novel denoising distillation algorithm is introduced to utilize...”
Testo

Streaming Dense Video Captioning di Zhou, Xingyi, Arnab, Anurag, Buch, Shyamal, Yan, Shen, Myers, Austin, Xiong, Xuehan, Nagrani, Arsha, Schmid, Cordelia

Sommario: “... as the memory is of a fixed size. Second, we develop a streaming decoding algorithm that enables our model...”
Testo

AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation di Lee, Taeckyung, Chottananurak, Sorn, Gong, Taesik, Lee, Sung-Ju

Sommario: “... estimation algorithm for TTA. We propose the prediction disagreement as the accuracy estimate, calculated...”
Testo

Simulating the Universe from the cosmological horizon to halo scales di Montandon, Thomas, Hahn, Oliver, Stahl, Clément

Sommario: “... the general relativistic displacement field with the N-body relativistic code gevolution and combine...”
Testo

A Comparative Analysis of Word-Level Metric Differential Privacy: Benchmarking The Privacy-Utility Trade-off di Meisenbacher, Stephen, Nandakumar, Nihildev, Klymenko, Alexandra, Matthes, Florian

Sommario: “... relative to each other. In this work, we conduct such an analysis, comparing seven different algorithms...”
Testo

A QAOA approach with fake devices: A case study for the maximum cut in ring graphs di Rabelo, Wilson R. M., Prado, Sandra D., Brunnet, Leonardo G.

Sommario: “...The quantum approximate optimization algorithm (QAOA) can require considerable processing time...”
Testo

DisorderUnetLM: Validating ProteinUnet for efficient protein intrinsic disorder prediction di Kotowski, Krzysztof, Roterman, Irena, Stapor, Katarzyna

Sommario: “...) is emerging. These algorithms reach state-of-the-art accuracy with-out calculating time-consuming multiple...”
Testo

Exploring Text-to-Motion Generation with Human Preference di Sheng, Jenny, Lin, Matthieu, Zhao, Andrew, Pruvost, Kevin, Wen, Yu-Hui, Li, Yangguang, Huang, Gao, Liu, Yong-Jin

Sommario: “... generated by MotionGPT, marking the first effort to investigate various algorithms for learning from...”
Testo

Non-Random Data Encodes its Geometric and Topological Dimensions di Zenil, Hector, Abrahão, Felipe S., Ozelim, Luan C. S. M.

Sommario: “... introduce a signal deconvolution method with a wide range of applications to coding theory, particularly...”
Testo

Nearly Tight Black-Box Auditing of Differentially Private Machine Learning di Annamalai, Meenatchi Sundaram Muthu Selva, De Cristofaro, Emiliano

Sommario: “... Descent (DP-SGD) algorithm in the black-box threat model that is substantially tighter than prior work...”
Testo

Autoregressive Image Diffusion: Generation of Image Sequence and Application in MRI di Luo, Guanxiong, Huang, Shoujin, Uecker, Martin

Sommario: “... reconstruction. The algorithm incorporates both undersampled k-space and pre-existing information. Models trained...”
Testo

AGILE: A Novel Reinforcement Learning Framework of LLM Agents di Feng, Peiyuan, He, Yichen, Huang, Guanhua, Lin, Yuan, Zhang, Hanchong, Zhang, Yuchen, Li, Hang

Sommario: “... fine-tune the LLM using labeled data of actions and the PPO algorithm. We focus on question answering...”
Testo

Approaching 100% Confidence in Stream Summary through ReliableSketch di Wu, Yuhan, Wu, Hanbo, Liu, Xilai, Zhao, Yikai, Yang, Tong, Yang, Kaicheng, Wang, Sha, Miao, Lihua, Xie, Gaogang

Sommario: “... in both algorithm theory and its practical applications. We propose ReliableSketch, the first to control...”
Testo

Visual place recognition for aerial imagery: A survey di Moskalenko, Ivan, Kornilova, Anastasiia, Ferrer, Gonzalo

Sommario: “... constructing map tiles to achieve maximum efficiency of VPR algorithms in the case of aerial imagery. The code...”
Testo

Synthetic Data Generation for 3D Myocardium Deformation Analysis di Zuler, Shahar, Raviv, Dan

Sommario: “... the development of accurate and reliable myocardium deformation analysis algorithms for clinical applications...”
Testo

MultiMax: Sparse and Multi-Modal Attention Learning di Zhou, Yuxuan, Fritz, Mario, Keuper, Margret

Sommario: “...SoftMax is a ubiquitous ingredient of modern machine learning algorithms. It maps an input vector...”
Testo

A Bayesian Approach to Online Planning di Greshler, Nir, Eli, David Ben, Rabinovitz, Carmel, Guetta, Gabi, Gispan, Liran, Zohar, Guy, Tamar, Aviv

Sommario: “... Thompson sampling based algorithm for searching the tree of possible actions, for which we prove the first...”
Testo

Is Programming by Example solved by LLMs? di Li, Wen-Ding, Ellis, Kevin

Sommario: “...Programming-by-Examples (PBE) aims to generate an algorithm from input-output examples...”
Testo

Step-level Value Preference Optimization for Mathematical Reasoning di Chen, Guoxin, Liao, Minpeng, Li, Chengxi, Fan, Kai

Sommario: “... reasoning. To address this limitation, we introduce a novel algorithm called Step-level Value Preference...”
Testo

BoA: Attention-aware Post-training Quantization without Backpropagation di Kim, Junhan, Kim, Ho-young, Cho, Eulrang, Lee, Chungman, Kim, Joonyoung, Jeon, Yongkweon

Sommario: “... backpropagation-free PTQ algorithm that optimizes quantized weights by considering inter-layer dependencies...”
Testo