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

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

Table of Contents: “… baryonification algorithm. We also provide functions which describe the uncertainty on these predictions, due…”
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Intent Factored Generation: Unleashing the Diversity in Your Language Model by Ahmed, Eltayeb, Berdica, Uljad, Elliott, Martha, Horak, Danijela, Foerster, Jakob N.

Table of Contents: “… and code tasks. For instruction-tuning, we combine IFG with Direct Preference Optimisation to increase…”
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ReconMOST: Multi-Layer Sea Temperature Reconstruction with Observations-Guided Diffusion by Song, Yuanyi, Lyu, Pumeng, Fei, Ben, Ling, Fenghua, Ouyang, Wanli, Bai, Lei

Table of Contents: “… 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 by Ho, Darryl, Madden, Samuel

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

Table of Contents: “… 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 by Stankevich, A. S., Petrov, I. B.

Table of Contents: “…-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 by Yang, Shaoyu, Fang, Chunrong, Lin, Haifeng, Chen, Xiang, Liu, Jia, Chen, Zhenyu

Table of Contents: “… 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 by Deng, Tianchen, Shen, Guole, Chen, Xun, Yuan, Shenghai, Shen, Hongming, Peng, Guohao, Wu, Zhenyu, Wang, Jingchuan, Xie, Lihua, Wang, Danwei, Wang, Hesheng, Chen, Weidong

Table of Contents: “…. 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 by Su, Huangyuan, Kwun, Mujin, Gil, Stephanie, Kakade, Sham, Anand, Nikhil

Table of Contents: “… 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 by Li, Ziyue, Fan, Chenrui, Zhou, Tianyi

Table of Contents: “… model generalizes to limited and specified tasks during thousands epochs' training on algorithmic data…”
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Feedforward equilibrium trajectory optimization with GSPulse by Wai, J. T., Boyer, M. D., Battaglia, D. J., Merle, A., Carpanese, F., Felici, F., Kochan, M., Kolemen, E.

Table of Contents: “… 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 by Naik, Ranjan N

Table of Contents: “… 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 by Fu, Teng, Chen, Yuwen, Chen, Zhuofan, Zhao, Mengyang, Li, Bin, Xue, Xiangyang

Table of Contents: “… 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 by Qu, Helen, Xie, Sang Michael

Table of Contents: “… 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 by Du, Shuangli, Yan, Siming, Shi, Zhenghao, You, Zhenzhen, Sun, Lu

Table of Contents: “… 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 by 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

Table of Contents: “…, 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 by Zhang, Hengyu, Shen, Chunxu, Sun, Xiangguo, Tan, Jie, Tan, Yanchao, Rong, Yu, Cheng, Hong, Yi, Lingling

Table of Contents: “… 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 by Li, Boheng, Wang, Junjie, Li, Yiming, Hu, Zhiyang, Qi, Leyi, Dong, Jianshuo, Wang, Run, Qiu, Han, Qin, Zhan, Zhang, Tianwei

Table of Contents: “…-SPSA, an efficient optimization algorithm that provides stable gradient estimates through the long…”
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A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence by Gao, Huan-ang, Geng, Jiayi, Hua, Wenyue, Hu, Mengkang, Juan, Xinzhe, Liu, Hongzhang, Liu, Shilong, Qiu, Jiahao, Qi, Xuan, Wu, Yiran, Wang, Hongru, Xiao, Han, Zhou, Yuhang, Zhang, Shaokun, Zhang, Jiayi, Xiang, Jinyu, Fang, Yixiong, Zhao, Qiwen, Liu, Dongrui, Ren, Qihan, Qian, Cheng, Wang, Zhenhailong, Hu, Minda, Wang, Huazheng, Wu, Qingyun, Ji, Heng, Wang, Mengdi

Table of Contents: “…-time), and analyze the algorithmic and architectural designs that guide evolutionary adaptation (e.g…”
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Comparing Knowledge Injection Methods for LLMs in a Low-Resource Regime by Abonizio, Hugo, Almeida, Thales, Lotufo, Roberto, Nogueira, Rodrigo

Table of Contents: “… augmentation algorithms to generate synthetic data to improve the knowledge acquisition capabilities. Our…”
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