Computer Science
Paper Review Records
All Paper Review Records
20 valid samples · Newest publication first
Review days = acceptance date − received date. PDF, DOI, and publisher-page sources are retained.
Photon: Efficient Prefix-Conditioned Image Captioning with Lightweight Transformer Decoding
AuthorsLakshmi Ganapathi Kodi; Dharmendra Chauhan; Dhanush Reddy Gangireddy; Sonam Kumari Chaudhary; Kalidas Yeturu; Nikhil Srivastava
Affiliations1. National Institute of Technology, Aizawl, India; 2. Indian Institute of Technology Tirupati, Tirupati, India
Trading-Off Statistical and Computational Efficiency via W -Step Markov Decision Processes: A Policy Gradient Approach
AuthorsGianmarco Tedeschi; Marco Mussi; Alberto Maria Metelli; Marcello Restelli
Affiliations1. Politecnico di Milano, Milan, Italy
Adversarial Bandit Optimization with Globally Bounded Perturbations to Linear Losses
AuthorsZhuoyu Cheng; Kohei Hatano; Eiji Takimoto
Affiliations1. Joint Graduate School of Mathematics for Innovation, Kyushu University, Fukuoka, Japan; 2. Department of Informatics, Kyushu University, Fukuoka, Japan; 3. RIKEN AIP, Chuo City, Japan
GE-PEFT: Gated Expandable Parameter-Efficient Fine-Tuning for Continual Learning
AuthorsJanna Omeliyanenko; Andreas Hotho; Daniel Schlör
Affiliations1. Center for Artificial Intelligence and Data Science (CAIDAS), Würzburg, Germany; 2. Data Science Chair, Julius-Maximilians-University of Würzburg, Würzburg, Germany
Adaptive Swarm Mesh Refinement Using Deep Reinforcement Learning with Local Rewards
AuthorsNiklas Freymuth; Philipp Dahlinger; Tobias Würth; Simon Reisch; Luise Kärger; Gerhard Neumann
Affiliations1. Karlsruhe Institute of Technology (KIT), Autonomous Learning Robots, Karlsruhe, Germany; 2. Karlsruhe Institute of Technology (KIT), Institute of Vehicle System Technology, Karlsruhe, Germany
Towards Adaptive and Communication-Efficient Dynamic Federated Learning
AuthorsShunxin Guo; Jiaqi Lv; Qiufeng Wang; Xin Geng
Affiliations1. School of Computer Science and Engineering, Southeast University, Nanjing, China; 2. Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications, Ministry of Education, Nanjing, China
Top- k Diverse Polarized Communities in Signed Networks
AuthorsFrancesco Gullo; Domenico Mandaglio; Andrea Tagarelli
Affiliations1. Department of Information Engineering, Computer Science, and Mathematics (DISIM), University of L’Aquila, L’Aquila, Italy; 2. Department Computer Engineering, Modeling, Electronics, and Systems Engineering (DIMES), University of Calabria, Rende, Italy
Fast Rashomon Sets of Sparse Rule Sets
AuthorsCristina Molero-Río; Boxuan Li; Tong Wang; Cynthia Rudin
Affiliations1. Departamento de Estadística e Investigación Operativa & Instituto de Matemáticas de la Universidad de Sevilla, Universidad de Sevilla, Seville, Spain; 2. Department of Industrial Engineering and Operations Research, Columbia University, New York, USA; 3. School of Management, Yale University, New Haven, USA; 4. Department of Computer Science, Duke University, Durham, USA
What Should an AI Assessor Optimise for?
AuthorsDaniel Romero-Alvarado; Fernando Martínez-Plumed; José Hernández-Orallo
Affiliations1. VRAIN, Universitat Politècnica de València, Valencia, Spain; 2. LCFI, University of Cambridge, Cambridge, UK
Inverting Non-injective Functions with Twin Neural Network Regression
AuthorsSebastian J. Wetzel
Affiliations1. University of Waterloo, Waterloo, Canada; 2. Perimeter Institute for Theoretical Physics, Waterloo, Canada
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