Search Results - coding (algorithmics OR (algorithm OR (algorithm OR algorithm)))

Learning in Inverse Optimization: Incenter Cost, Augmented Suboptimality Loss, and Algorithms by Scroccaro, Pedro Zattoni, Atasoy, Bilge, Esfahani, Peyman Mohajerin

Table of Contents: “… algorithm, which we name Stochastic Approximate Mirror Descent. This algorithm combines stochastic…”
Get full text

MADiff: Offline Multi-agent Learning with Diffusion Models by Zhu, Zhengbang, Liu, Minghuan, Mao, Liyuan, Kang, Bingyi, Xu, Minkai, Yu, Yong, Ermon, Stefano, Zhang, Weinan

Table of Contents: “… further interactions, making it a challenging task. Q-learning algorithms struggle with extrapolation…”
Get full text

Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models by Chu, Tianzhe, Tong, Shengbang, Ding, Tianjiao, Dai, Xili, Haeffele, Benjamin David, Vidal, René, Ma, Yi

Table of Contents: “… developed a novel algorithm to estimate the number of clusters in a given dataset. We then show that the pre…”
Get full text

AutoTAMP: Autoregressive Task and Motion Planning with LLMs as Translators and Checkers by Chen, Yongchao, Arkin, Jacob, Dawson, Charles, Zhang, Yang, Roy, Nicholas, Fan, Chuchu

Table of Contents: “…) algorithms, making factorization into subgoals untenable. Rather than using LLMs to directly plan task sub…”
Get full text

Active Policy Improvement from Multiple Black-box Oracles by Liu, Xuefeng, Yoneda, Takuma, Wang, Chaoqi, Walter, Matthew R., Chen, Yuxin

Table of Contents: “… improvement algorithms that perform imitation learning from multiple suboptimal oracles. In particular, MAPS…”
Get full text

Fast QSC Solver: tool for systematic study of N=4 Super-Yang-Mills spectrum by Gromov, Nikolay, Hegedus, Arpad, Julius, Julius, Sokolova, Nika

Table of Contents: “… easily access a large number of excited states. Here, we fill this gap by developing a new algorithm…”
Get full text

Cross-Validation Is All You Need: A Statistical Approach To Label Noise Estimation by Chen, Jianan, Ramanathan, Vishwesh, Xu, Tony, Martel, Anne L.

Table of Contents: “… label noise detection algorithms that effectively identify noisy examples by pinpointing the samples…”
Get full text

SRL: Scaling Distributed Reinforcement Learning to Over Ten Thousand Cores by Mei, Zhiyu, Fu, Wei, Gao, Jiaxuan, Wang, Guangju, Zhang, Huanchen, Wu, Yi

Table of Contents: “… and massively parallelized training and easy development of customized algorithms. Our evaluation shows that SRL…”
Get full text

Reinforcement Learning and Data-Generation for Syntax-Guided Synthesis by Parsert, Julian, Polgreen, Elizabeth

Table of Contents: “…Program synthesis is the task of automatically generating code based on a specification. In Syntax…”
Get full text

Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network by Tain, Zhibo, Zhang, Xiaolin, Zhang, Peng, Zhan, Kun

Table of Contents: “… algorithms is limited by the difficulty of fully exploiting the potential of unlabeled data. To address…”
Get full text

One-Time Compilation of Device-Level Instructions for Quantum Subroutines by Dalvi, Aniket S., Whitlow, Jacob, D'Onofrio, Marissa, Riesebos, Leon, Chen, Tianyi, Phiri, Samuel, Brown, Kenneth R., Baker, Jonathan M.

Table of Contents: “…, and variational algorithms. The control in these routines iteratively switches between the classical…”
Get full text

High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net by Li, Zinuo, Chen, Xuhang, Pun, Chi-Man, Cun, Xiaodong

Table of Contents: “… the visual quality and readability of the digital copies. Different from the algorithms for natural shadow…”
Get full text

Task-Aware Machine Unlearning and Its Application in Load Forecasting by Xu, Wangkun, Teng, Fei

Table of Contents: “… completeness and model performance, a performance-aware algorithm is proposed by evaluating the sensitivity…”
Get full text

OmniLRS: A Photorealistic Simulator for Lunar Robotics by Richard, Antoine, Kamohara, Junnosuke, Uno, Kentaro, Santra, Shreya, van der Meer, Dave, Olivares-Mendez, Miguel, Yoshida, Kazuya

Table of Contents: “…Developing algorithms for extra-terrestrial robotic exploration has always been challenging. Along…”
Get full text

MAD: Meta Adversarial Defense Benchmark by Peng, X., Zhou, D., Sun, G., Shi, J., Wu, L.

Table of Contents: “… training (Meta-AT) algorithm as the baseline, which features high robustness to unseen adversarial attacks…”
Get full text

Energy-Guided Continuous Entropic Barycenter Estimation for General Costs by Kolesov, Alexander, Mokrov, Petr, Udovichenko, Igor, Gazdieva, Milena, Pammer, Gudmund, Kratsios, Anastasis, Burnaev, Evgeny, Korotin, Alexander

Table of Contents: “… algorithm for approximating the continuous Entropic OT (EOT) barycenter for arbitrary OT cost functions. Our…”
Get full text

TREVR2: Illuminating fast $N\log_2\,N$ radiative transfer by Wadsley, James W., Baumschlager, Bernhard, Shen, Sijing

Table of Contents: “…We present TREVR2 (Tree-based REVerse Ray Tracing 2), a fast, general algorithm for computing…”
Get full text

Multi-Scale 3D Gaussian Splatting for Anti-Aliased Rendering by Yan, Zhiwen, Low, Weng Fei, Chen, Yu, Lee, Gim Hee

Table of Contents: “… these issues, we propose a multi-scale 3D Gaussian splatting algorithm, which maintains Gaussians at different…”
Get full text

Contact Energy Based Hindsight Experience Prioritization by Sayar, Erdi, Bing, Zhenshan, D'Eramo, Carlo, Oguz, Ozgur S., Knoll, Alois

Table of Contents: “… (RL) algorithms due to the inefficiency in collecting successful experiences. Recent algorithms…”
Get full text

MERBench: A Unified Evaluation Benchmark for Multimodal Emotion Recognition by Lian, Zheng, Sun, Licai, Ren, Yong, Gu, Hao, Sun, Haiyang, Chen, Lan, Liu, Bin, Tao, Jianhua

Table of Contents: “… interaction. Over the past few decades, researchers have proposed a series of algorithms and achieved…”
Get full text