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

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity di Shojaee, Parshin, Mirzadeh, Iman, Alizadeh, Keivan, Horton, Maxwell, Bengio, Samy, Farajtabar, Mehrdad

Sommario: “... insufficiently understood. Current evaluations primarily focus on established math and coding benchmarks...”
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Learnable Spatial-Temporal Positional Encoding for Link Prediction di Tieu, Katherine, Fu, Dongqi, Li, Zihao, Maciejewski, Ross, He, Jingrui

Sommario: “... its temporal link prediction out-performance on 13 classic datasets and with 10 algorithms in both...”
Testo

syren-baryon: Analytic emulators for the impact of baryons on the matter power spectrum di Kammerer, Lukas, Bartlett, Deaglan J., Kronberger, Gabriel, Desmond, Harry, Ferreira, Pedro G.

Sommario: “... baryonification algorithm. We also provide functions which describe the uncertainty on these predictions, due...”
Testo

Intent Factored Generation: Unleashing the Diversity in Your Language Model di Ahmed, Eltayeb, Berdica, Uljad, Elliott, Martha, Horak, Danijela, Foerster, Jakob N.

Sommario: “... and code tasks. For instruction-tuning, we combine IFG with Direct Preference Optimisation to increase...”
Testo

ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion di Song, Yuanyi, Lyu, Pumeng, Fei, Ben, Ling, Fenghua, Ouyang, Wanli, Bai, Lei

Sommario: “... marine meteorological research. Conventional methods face challenges due to sparse data, algorithmic...”
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DejaVid: Encoder-Agnostic Learned Temporal Matching for Video Classification di Ho, Darryl, Madden, Samuel

Sommario: “... new neural network architecture inspired by traditional time series alignment algorithms...”
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Adaptive Guidance Accelerates Reinforcement Learning of Reasoning Models di Nath, Vaskar, Lau, Elaine, Gunjal, Anisha, Sharma, Manasi, Baharte, Nikhil, Hendryx, Sean

Sommario: “... reasoning problems with prompts and verifiable final answers across math, science, and code domains. We...”
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Acoustic Waveform Inversion with Image-to-Image Schrödinger Bridges di Stankevich, A. S., Petrov, I. B.

Sommario: “...-based approach. The supplementary code implementing the algorithms described in this paper can be found...”
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May the Feedback Be with You! Unlocking the Power of Feedback-Driven Deep Learning Framework Fuzzing via LLMs di Yang, Shaoyu, Fang, Chunrong, Lin, Haifeng, Chen, Xiang, Liu, Jia, Chen, Zhenyu

Sommario: “... simulated annealing algorithm to select operators for test generation, enriching test diversity. (ii) a...”
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MCN-SLAM: Multi-Agent Collaborative Neural SLAM with Hybrid Implicit Neural Scene Representation di Deng, Tianchen, Shen, Guole, Chen, Xun, Yuan, Shenghai, Shen, Hongming, Peng, Guohao, Wu, Zhenyu, Wang, Jingchuan, Xie, Lihua, Wang, Danwei, Wang, Hesheng, Chen, Weidong

Sommario: “.... However, existing implicit SLAM algorithms are constrained to single-agent scenarios, and fall...”
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Characterization and Mitigation of Training Instabilities in Microscaling Formats di Su, Huangyuan, Kwun, Mujin, Gil, Stephanie, Kakade, Sham, Anand, Nikhil

Sommario: “... as models scale, algorithms improve, and new data is collected. To address this, next-generation hardware...”
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Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test di Li, Ziyue, Fan, Chenrui, Zhou, Tianyi

Sommario: “... model generalizes to limited and specified tasks during thousands epochs' training on algorithmic data...”
Testo

Feedforward equilibrium trajectory optimization with GSPulse di Wai, J. T., Boyer, M. D., Battaglia, D. J., Merle, A., Carpanese, F., Felici, F., Kochan, M., Kolemen, E.

Sommario: “... introduce GSPulse, a novel algorithm for equilibrium trajectory optimization, that is more akin to a pulse...”
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Computational Verification of the Buratti--Horak--Rosa Conjecture for Small Integers and Inductive Approaches di Naik, Ranjan N

Sommario: “... backtracking algorithm. We report successful computational verification for all frequency partitions...”
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CrowdTrack: A Benchmark for Difficult Multiple Pedestrian Tracking in Real Scenarios di Fu, Teng, Chen, Yuwen, Chen, Zhuofan, Zhao, Mengyang, Li, Bin, Xue, Xiangyang

Sommario: “... the development of algorithms that remain effective in complex situations. We analyzed the dataset comprehensively...”
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Impact of Pretraining Word Co-occurrence on Compositional Generalization in Multimodal Models di Qu, Helen, Xie, Sang Michael

Sommario: “... for TextVQA, r=0.62 for VQAv2). Our findings highlight the need for algorithms and architectures that improve...”
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Wavelet-based Decoupling Framework for low-light Stereo Image Enhancement di Du, Shuangli, Yan, Siming, Shi, Zhenghao, You, Zhenzhen, Sun, Lu

Sommario: “... and synthetic images indicate that our algorithm offers significant advantages in light adjustment while...”
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Solving Formal Math Problems by Decomposition and Iterative Reflection di Zhou, Yichi, Zhao, Jianqiu, Zhang, Yongxin, Wang, Bohan, Wang, Siran, Chen, Luoxin, Wang, Jiahui, Chen, Haowei, Jie, Allan, Zhang, Xinbo, Wang, Haocheng, Trung, Luong, Ye, Rong, Hoang, Phan Nhat, Zhang, Huishuai, Sun, Peng, Li, Hang

Sommario: “..., performing comparably to human experts on complex reasoning tasks such as coding and mathematical reasoning...”
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Hierarchical Graph Information Bottleneck for Multi-Behavior Recommendation di Zhang, Hengyu, Shen, Chunxu, Sun, Xiangguo, Tan, Jie, Tan, Yanchao, Rong, Yu, Cheng, Hong, Yi, Lingling

Sommario: “... types of behavioral interactions. Multi-behavior recommendation algorithms aim to leverage various...”
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DREAM: Scalable Red Teaming for Text-to-Image Generative Systems via Distribution Modeling di Li, Boheng, Wang, Junjie, Li, Yiming, Hu, Zhiyang, Qi, Leyi, Dong, Jianshuo, Wang, Run, Qiu, Han, Qin, Zhan, Zhang, Tianwei

Sommario: “...-SPSA, an efficient optimization algorithm that provides stable gradient estimates through the long...”
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