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

Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing di Anani, Alaa, Lorenz, Tobias, Schiele, Bernt, Fritz, Mario

Sommario: “... hierarchical certification algorithm and prove the correctness of its guarantees. Since certified accuracy does...”
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SwissNYF: Tool Grounded LLM Agents for Black Box Setting di Kumar, Somnath Sendhil, Jain, Dhruv, Agarwal, Eshaan, Pandey, Raunak

Sommario: “..., scenarios often arise where a generalized approach is needed because algorithms lack direct access...”
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L-QLES: Sparse Laplacian generator for evaluating Quantum Linear Equation Solvers di Lapworth, Leigh

Sommario: “...L-QLES is an open source python code for generating 1D, 2D and 3D Laplacian operators...”
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Algorithm-agnostic significance testing in supervised learning with multimodal data di Kook, Lucas, Lundborg, Anton Rask

Sommario: “.... Multimodal data often warrants the use of black-box algorithms, for instance, random forests or neural...”
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Towards Few-Shot Adaptation of Foundation Models via Multitask Finetuning di Xu, Zhuoyan, Shi, Zhenmei, Wei, Junyi, Mu, Fangzhou, Li, Yin, Liang, Yingyu

Sommario: “... algorithm. We substantiate our theoretical claims with extensive empirical evidence. Further, we present...”
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Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control di Nguyen, Thong, Hendriksen, Mariya, Yates, Andrew, de Rijke, Maarten

Sommario: “... of high dimension co-activation and semantic deviation through a new training algorithm, using Bernoulli...”
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Graph Construction with Flexible Nodes for Traffic Demand Prediction di Hou, Jinyan, Liu, Shan, Zhang, Ya, Qin, Haotong

Sommario: “... algorithm (HDPC-L) to determine the flexible positioning of nodes in the graph, overcoming the computational...”
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ORPO: Monolithic Preference Optimization without Reference Model di Hong, Jiwoo, Lee, Noah, Thorne, James

Sommario: “...While recent preference alignment algorithms for language models have demonstrated promising...”
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Efficient Multiplayer Battle Game Optimizer for Adversarial Robust Neural Architecture Search di Zhong, Rui, Xu, Yuefeng, Zhang, Chao, Yu, Jun

Sommario: “...This paper introduces a novel metaheuristic algorithm, known as the efficient multiplayer battle...”
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Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner di Wang, Xubin, Wang, Yunhe, Ma, Zhiqing, Wong, Ka-Chun, Li, Xiangtao

Sommario: “... number of biomarker genes. While computational methods using nature-inspired algorithms have shown...”
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Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning di Song, Yeda, Lee, Dongwook, Kim, Gunhee

Sommario: “... on the D4RL benchmark, where COCOA generally improves the performance of each algorithm. The code...”
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Pseudo-noise pulse-compression thermography: a powerful tool for time-domain thermography analysis di Ricci, Marco, Zito, Rocco, Laureti, Stefano

Sommario: “... heating sources, coded excitation signals, and processing algorithms. The variety of such techniques...”
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AFter: Attention-based Fusion Router for RGBT Tracking di Lu, Andong, Wang, Wanyu, Li, Chenglong, Tang, Jin, Luo, Bin

Sommario: “.... Unlike complex search of different structures in neural architecture search algorithms, we develop a...”
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MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning di Zhang, Wenjin, Li, Keyi, Yang, Sen, Gao, Chenyang, Yang, Wanzhao, Yuan, Sifan, Marsic, Ivan

Sommario: “... this limitation and improve SSL performance, we introduce \algo, a novel algorithm that fully utilizes unlabeled...”
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VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons di Chen, Zhen, Luo, Xingjian, Wu, Jinlin, Chan, Danny T. M., Lei, Zhen, Wang, Jinqiao, Ourselin, Sebastien, Liu, Hongbin

Sommario: “... advanced algorithms to provide understanding and decision-making assistance for surgeons. Despite great...”
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Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference di Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Pereg, Oren, Wasserblat, Moshe, Galanti, Tomer, Gordon, Michal, Harel, David

Sommario: “...This paper introduces distributed speculative inference (DSI), a novel inference algorithm...”
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Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search di Liu, Max, Yu, Chan-Hung, Lee, Wei-Hsu, Hung, Cheng-Wei, Chen, Yen-Chun, Sun, Shao-Hua

Sommario: “... codes and then convert them into DSL programs. To further optimize the LLM-generated programs, we...”
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Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning di Shankar, Aditya, Decouchant, Jérémie, Gkorou, Dimitra, Hai, Rihan, Chen, Lydia Y.

Sommario: “...), a novel framework with the following key features: i) a privacy-preserving algorithm for forecasting...”
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Offline Multi-Objective Optimization di Xue, Ke, Tan, Rong-Xi, Huang, Xiaobin, Qian, Chao

Sommario: “... architecture, learning algorithm, and search algorithm. Empirical results show improvements over the best value...”
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Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence di Lu, Junru, Li, Jiazheng, An, Siyu, Zhao, Meng, He, Yulan, Yin, Di, Sun, Xing

Sommario: “...Direct Preference Optimization (DPO) has emerged as a prominent algorithm for the direct and robust...”
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