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

Text Clustering as Classification with LLMs by Huang, Chen, He, Guoxiu

Table of Contents: “… for fine-tuning embedding models or intricate clustering algorithms. It comprises two key steps: first…”
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Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models by Wu, Xiaoyu, Zhang, Jiaru, Wu, Zhiwei Steven

Table of Contents: “… clustering algorithm to extract the most probable images from those generated using this extrapolated…”
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LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity by Tekin, Selim Furkan, Ilhan, Fatih, Huang, Tiansheng, Hu, Sihao, Liu, Ling

Table of Contents: “… pruning algorithm to select the top-k sub-ensembles from a pool of $N$ base LLMs. Our pruning method…”
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Bridging Local and Global Knowledge via Transformer in Board Games by Ju, Yan-Ru, Wu, Tai-Lin, Shih, Chung-Chin, Wu, Ti-Rong

Table of Contents: “… the way for more effective AlphaZero-based algorithms in board games. Our code is available at https…”
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Teddy: Efficient Large-Scale Dataset Distillation via Taylor-Approximated Matching by Yu, Ruonan, Liu, Songhua, Ye, Jingwen, Wang, Xinchao

Table of Contents: “…. Tackling this challenge, as defined, relies on a bi-level optimization algorithm: a novel model is trained…”
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Linguistically-Informed Multilingual Instruction Tuning: Is There an Optimal Set of Languages to Tune? by Soykan, Gürkan, Şahin, Gözde Gül

Table of Contents: “… algorithm to choose diverse languages and test their effectiveness on various benchmarks and open-ended…”
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Kinematical signatures: Distinguishing between warps and radial flows by Zuleta, A., Birnstiel, T., Teague, R.

Table of Contents: “… algorithm to account for the surface self-obscuration arising from the 3D to 2D projection…”
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Efficient Deep Learning Board: Training Feedback Is Not All You Need by Gong, Lina, Gao, Qi, Li, Peng, Wei, Mingqiang, Wu, Fei

Table of Contents: “… performance prediction model and comprehensive optimized component recommendation algorithm (i.e., α\b{eta}-BO…”
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A Complexity-Based Theory of Compositionality by Elmoznino, Eric, Jiralerspong, Thomas, Bengio, Yoshua, Lajoie, Guillaume

Table of Contents: “… in algorithmic information theory, and applicable to any representation. Intuitively, representational…”
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MultIHeaTS: A Fast and Stable Thermal Solver for Multilayered Planetary Surfaces by Mergny, Cyril, Schmidt, Frédéric

Table of Contents: “…, available as a computationally efficient open-source Python code. The algorithm uses finite differences…”
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$\texttt{PatentAgent}$: Intelligent Agent for Automated Pharmaceutical Patent Analysis by Wang, Xin, Zhang, Yifan, Zhang, Xiaojing, Yu, Longhui, Lin, Xinna, Jiang, Jindong, Ma, Bin, Yu, Kaicheng

Table of Contents: “…. Each module of $\texttt{PatentAgent}$ demonstrates significant effectiveness with the updated algorithm…”
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Learning Infinitesimal Generators of Continuous Symmetries from Data by Ko, Gyeonghoon, Kim, Hyunsu, Lee, Juho

Table of Contents: “… transformations. In this paper, we propose a novel symmetry learning algorithm based on transformations defined…”
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Enhancing Chess Reinforcement Learning with Graph Representation by Rigaux, Tomas, Kashima, Hisashi

Table of Contents: “… different in structure from one another. While the AlphaZero algorithm has demonstrated an impressive…”
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Quantum Deep Equilibrium Models by Schleich, Philipp, Skreta, Marta, Kristensen, Lasse B., Vargas-Hernández, Rodrigo A., Aspuru-Guzik, Alán

Table of Contents: “…The feasibility of variational quantum algorithms, the most popular correspondent of neural…”
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Replace-then-Perturb: Targeted Adversarial Attacks With Visual Reasoning for Vision-Language Models by Jang, Jonggyu, Lyu, Hyeonsu, Koh, Jungyeon, Yang, Hyun Jong

Table of Contents: “… outperform the baseline adversarial attack algorithms. We note that the source code to reproduce the results…”
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Training Neural Networks as Recognizers of Formal Languages by Butoi, Alexandra, Khalighinejad, Ghazal, Svete, Anej, Valvoda, Josef, Cotterell, Ryan, DuSell, Brian

Table of Contents: “… variety of languages. As part of this, we extend an algorithm recently proposed by Snæbjarnarson et al…”
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ParaLBench: A Large-Scale Benchmark for Computational Paralinguistics over Acoustic Foundation Models by Zhang, Zixing, Xu, Weixiang, Dong, Zhongren, Wang, Kanglin, Wu, Yimeng, Peng, Jing, Wang, Runming, Huang, Dong-Yan

Table of Contents: “…Computational paralinguistics (ComParal) aims to develop algorithms and models to automatically…”
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USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting by Chen, Kang, Zhang, Jiyuan, Hao, Zecheng, Zheng, Yajing, Huang, Tiejun, Yu, Zhaofei

Table of Contents: “… spike-to-image reconstruction algorithms, then progressing to camera pose estimation and 3D…”
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DNN based Two-stage Compensation Algorithm for THz Hybrid Beamforming with imperfect Hardware by Zhao, Wenqi, Han, Chong, Song, Ho-Jin, Björnson, Emil

Table of Contents: “… algorithm is proposed. A deep neural network (DNN) is developed in the first stage to represent the combined…”
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MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training by Li, Chengyin, Zhu, Hui, Sultan, Rafi Ibn, Ebadian, Hassan Bagher, Khanduri, Prashant, Indrin, Chetty, Thind, Kundan, Zhu, Dongxiao

Table of Contents: “… and Magnetic Resonance (MR) images. This heterogeneity challenges automatic segmentation algorithms to maintain…”
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