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

LLM-First Search: Self-Guided Exploration of the Solution Space by Herr, Nathan, Rocktäschel, Tim, Raileanu, Roberta

Table of Contents: “… evaluate LFS on Countdown and Sudoku against three classic widely-used search algorithms, Tree-of-Thoughts…”
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The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity by Shojaee, Parshin, Mirzadeh, Iman, Alizadeh, Keivan, Horton, Maxwell, Bengio, Samy, Farajtabar, Mehrdad

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

Table of Contents: “… its temporal link prediction out-performance on 13 classic datasets and with 10 algorithms in both…”
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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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