Search Results - (decoding OR coding) (Algorithmsssicics OR (algorithm OR (algorithm OR algorithm)))

TracLLM: A Generic Framework for Attributing Long Context LLMs by Wang, Yanting, Zou, Wei, Geng, Runpeng, Jia, Jinyuan

Table of Contents: “… attribution methods. To improve the efficiency, we develop an informed search based algorithm in TracLLM. We…”
Get full text

Classifying Dental Care Providers Through Machine Learning with Features Ranking by Al-Batah, Mohammad Subhi, Alzboon, Mowafaq Salem, Alqaraleh, Muhyeeddin, Abu-Arqoub, Mohammed Hasan, Marie, Rashiq Rafiq

Table of Contents: “… and annotation codes in distinguishing provider types, while demographic variables (AGE_GROUP, CALENDAR_YEAR) had…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text