This article presents a new framework to enhance inference-time techniques for language models.
Jon Saad-Falcon, Adrian Gamarra Lafuente, Shlok Natarajan
― 5 min read
Cutting edge science explained simply
This article presents a new framework to enhance inference-time techniques for language models.
Jon Saad-Falcon, Adrian Gamarra Lafuente, Shlok Natarajan
― 5 min read
New methods using language models enhance data processing in Earth observation systems.
Hong-fu Chou, Vu Nguyen Ha, Prabhu Thiruvasagam
― 6 min read
Domino improves training speed of language models by optimizing communication between GPUs.
Guanhua Wang, Chengming Zhang, Zheyu Shen
― 6 min read
RLSR-Routing improves Internet traffic routing using reinforcement learning for better efficiency.
Wang Wumian, Sajal Saha, Anwar Haque
― 6 min read
A new approach enhances code suggestions for software development.
Tuan-Dung Bui, Duc-Thieu Luu-Van, Thanh-Phat Nguyen
― 6 min read
A new approach to secure short message transmission using deep learning techniques.
Daniel Seifert, Onur Günlü, Rafael F. Schaefer
― 6 min read
A new method enhances aspect-sentiment triplet extraction accuracy.
Iwo Naglik, Mateusz Lango
― 6 min read
Exploring matrix factorization methods in data distributed across clients.
Constantin Philippenko, Kevin Scaman, Laurent Massoulié
― 7 min read
This article covers how robots learn cooking skills using internet information.
Mrinal Verghese, Christopher Atkeson
― 7 min read
A new method enhances predictions in machine learning using specialized models.
Hugo Inzirillo, Remi Genet
― 5 min read
A new approach improves control in uncertain environments using Gaussian processes.
Manish Prajapat, Amon Lahr, Johannes Köhler
― 5 min read
CAMAL combines machine learning and traditional methods to optimize LSM tree performance.
Weiping Yu, Siqiang Luo, Zihao Yu
― 7 min read
New models tackle sound classification with limited training data.
Jin Jie Sean Yeo, Ee-Leng Tan, Jisheng Bai
― 5 min read
An event to improve image segmentation models for safer self-driving cars.
Tuan-Hung Vu, Eduardo Valle, Andrei Bursuc
― 5 min read
A new method enhances efficiency for handling lengthy inputs in language models.
Zeyu Zhang, Haiying Shen
― 4 min read
A new method enhances Flash Attention performance for sparse attention masks.
Agniv Sharma, Jonas Geiping
― 5 min read
This method helps researchers find efficient designs in complex problem spaces.
Daniel M. Steinberg, Rafael Oliveira, Cheng Soon Ong
― 5 min read
Assessing the effectiveness of LLMs for threat analysis.
Sanchana Srikanth, Mohammad Hasanuzzaman, Farah Tasnur Meem
― 10 min read
Learn about new methods for improving microscopy image clarity using AI.
Harshith Bachimanchi, Giovanni Volpe
― 7 min read
A new method improves task affinity estimation for multitask learning.
Dongyue Li, Aneesh Sharma, Hongyang R. Zhang
― 6 min read
A new model optimizes earnings data for better stock price forecasting.
Zhengxin Joseph Ye, Bjoern Schuller
― 11 min read
Region Mixup enhances training data diversity for better model performance.
Saptarshi Saha, Utpal Garain
― 5 min read
Guiding AI to make ethical decisions in complex situations.
Kevin Baum, Lisa Dargasz, Felix Jahn
― 6 min read
Domino algorithm enhances electricity predictions, addressing data scarcity challenges.
Chloé Hashimoto-Cullen, Benjamin Guedj
― 5 min read
Learn how deep reinforcement learning enhances scheduling in the furniture industry.
Malte Schneevogt, Karsten Binninger, Noah Klarmann
― 5 min read
This approach simplifies choosing effective pretraining datasets for language models.
Tristan Thrush, Christopher Potts, Tatsunori Hashimoto
― 8 min read
This paper discusses how tactile sensing enhances robot interaction with humans of varying abilities.
William van den Bogert, Madhavan Iyengar, Nima Fazeli
― 6 min read
A study comparing LLMs Mistral and LLaMa on different GPUs.
Yannis Bendi-Ouis, Dan Dutarte, Xavier Hinaut
― 7 min read
A look at how natural gradient descent improves learning efficiency over time.
Lucas Shoji, Kenta Suzuki, Leo Kozachkov
― 5 min read
This study shows how response times can enhance understanding of user preferences.
Shen Li, Yuyang Zhang, Zhaolin Ren
― 6 min read
Examining the accuracy issues in large language models and their societal effects.
Sourav Banerjee, Ayushi Agarwal, Saloni Singla
― 6 min read
A new approach improves detection of irregularities in industrial data using edge computing.
Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio
― 5 min read
This research evaluates a new model for estimating treatment effects in individuals.
Hugo Gobato Souto, Francisco Louzada Neto
― 7 min read
Enhancing Naive Bayes model accuracy using optimal data projections.
David P. Hofmeyr, Francois Kamper, Michail M. Melonas
― 6 min read
New methods enhance video summarization accuracy while reducing computational costs.
Ashish Prasad, Pranav Jeevan, Amit Sethi
― 5 min read
Examining strategies for improving feature learning in imbalanced datasets.
Tomoyuki Obuchi, Toshiyuki Tanaka
― 7 min read
Introducing a model that combines classic methods with deep learning for better insurance predictions.
Ronald Richman, Salvatore Scognamiglio, Mario V. Wüthrich
― 7 min read
RAGProbe automates the evaluation of RAG systems, improving their performance and reliability.
Shangeetha Sivasothy, Scott Barnett, Stefanus Kurniawan
― 6 min read
AutoSTF automates spatio-temporal forecasting for better predictions and efficiency.
Tengfei Lyu, Weijia Zhang, Jinliang Deng
― 5 min read
Exploring the effectiveness and questions surrounding recurrent neural networks in sequential data processing.
Yuling Jiao, Yang Wang, Bokai Yan
― 6 min read