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About Arabic-ALBERT A Prediction Framework for Fast Sparse Triangular Solves A Novel Haptic Feature Set for the Classification of Interactive Motor Behaviors in Collaborative Object Transfer Algorithms of Adaptation in Inductive Inference An Interdisciplinary Look at Fairness in AI-driven Assistive Technologies: Mapping Value Sensitive Design (Human Computer Interaction) onto Data Protection Principles Advances in Neural Search Affective Speech Modeling and Analysis: Robustness, Generalization, Usability Available Positions: Learning Rare Events in Autonomous Driving A new single input multiple output deep temporal regression network (DTRN)AffectON: Incorporating Affect Into Dialog Generation Assoc. Prof. Dr. Aykut Erdem has received the Science Academy's 2021 Young Scientists Award (BAGEP 2021)Artificial Intelligence Camp Available Positions: BeyondMoore and SparCity Projects Available Positions: Deep Learning for Sketch Recognition Available Positions: High Dimensional Signal and Image Processing, Machine Learning, Deep Learning Assist. Prof. Didem Unat, ACM SIGHP Emerging Woman Leader in Technical Computing Award All News All Events All Announcements Artificial Intelligence AI Fellowships AI Committee All Blogs Application Alumni AI Meetings AI Summer Camp Administrative and Student Affairs Support

Building Differentiable Models of the 3D World Barlow Twins: Self-Supervised Learning via Redundancy Reduction Beyond Wikipedia: Wikimedia Movement and Sister Projects BeyondMoore: Pioneering a New Path in Parallel Programming Beyond Moore’s Law Board of Directors Blog Board of Advisors blog test Batch and Interactive Jobs Batch Jobs

Courses and Educational Resources Cooperative Perception and Control for Autonomous Vehicles Character Identification from Narrative Text Continuous-Time Model-Based Reinforcement Learning Challenging the Standards for Socio-political Event Information Collection Controllable Image Synthesis Computational Imaging: Integrating Physical and Learned Models using Plug-and-Play Methods Can Learned Frame-Prediction Compete with Block-Motion Compensation for Video Coding?College of Engineering Outstanding Faculty Award Cyberphysical Blockchain-Enabled Peer-to-Peer Energy Trading CRAFT: A Benchmark for Causal Reasoning About Forces and InTeractions Congratulations to the KUIS AI NLP Team!Courses offered Computer Vision Computational Biology and Medicine CPU and Memory Usage Cancelling Jobs Cluster Index Completed Projects Conference Support Procedure

Data Develop New Deep Learning/Machine Learning Models for Medical Image Analysis Development and Application of Data-Driven Approaches to Make Sense out of Large-Scale and Heterogeneous Biomolecular Data DeepSym: An (Almost) End-to-End Symbol Extraction and Rule Learning System for Long-Horizon Robotic Planning Deep Reinforcement Learning to Optimize Task Performance in Physical Human-Robot Co-Manipulation Diagnostic Tools for Communication Pathologies in Parallel Architectures Deep Learning for Image/Video Restoration and Compression Data Analytics Digital Signal Processing DL for Image/Video Nonlinear Signal Processing DL for Bioinformatics Displaying Realistic Haptic Feedback on Touch Surfaces Using Machine/Deep Learning Distributed Systems Intelligence Deep Learning for Medical Image Analysis Deep Learning for Omnidirectional Video Analysis df du

Education Emotion Dependent Domain Adaptation for Speech Driven Affective Facial Feature Synthesis End-to-End Rate-Distortion Optimization for Bi-Directional Learned Video Compression Explainable AI in Medical Image Analysis: Lessons Learned in Total Joint Arthroplasty (TJA) Research Enhancing the Creative Process in Digital Prototyping Educational Resources Environment Modules

Fully Attention Based Methods for Video Understanding Facets of Efficiency in NLP Frequently Asked Questions Faculty Positions Fall 2020 Fall 2021 Fall 2022

Generating Image Descriptions Guided by Speaker-Specific Sequential Human Gaze Graduate Programs Graduate Admissions Grounded Language Understanding Guide of Cluster GPUs on KUACC Cluster

Hardware How to engage How strong are the weak labels in digital histopathology?Hierarchical Clustering Operators for Unsupervised Object Discovery How to Avoid Pitfalls in Applied Data Science / Machine Learning Projects - Lessons Learnt the Hard Way Human Computer Interaction How do I Login to the HPC Machines?How do I copy files/data to the HPC Machines?How to Use Storage?

Industry Internal Pages Information Extraction from Text Intensive and Visually Rich Banking Documents Instructions, Abstraction, and Theory-of-Mind Improving Human-Robot Conversational Groups Instance segmentation and 3D multi-object tracking for Autonomous Driving Imbuing Collaborative Robotic Manipulators with Human-Robot Interaction Skills InterText: Modelling Text as A Living Object in Cross-Document Context International Summer School on AI organized by Bilgi IT Law Institute & KUIS AI Center Intention Detection for Physical Human-Robot Interaction Using Machine/Deep Learning Invited Podcasts Interactive Jobs

KUIS AI Center PhD and MSc Fellowships Information Webinar Key Elements of The Future Legally Binding Instrument of The Council of Europe (CoE) Ad-Hoc Committee on AI (CAHAI)KUIS AI is looking for talented and motivated graduate students!KUSRP 2022 Applications are open!KUIS AI Open House Event on May 13th KUIS AI Meetings Internal Page KUIS AI Hiring Procedure KUACC HPC (High Performance Computing) Cluster KUIS AI Center Limits KUACC HPC Cluster kuacc-summary kuacc-info kuacc-nodes KU Summer Research Program (SRP)

Learning Legged Locomotion Learning with Scarce and Biased Data in Natural Language Processing Learning Optical Flow: from Model to Data Learning Preferences for Interactive Autonomy Latest Computational Biology and Medicine Publications Latest Computer Vision Publications Latest Human-Computer Interaction Publications Latest Machine Learning Publications Latest Multimedia Signal Processing Publications Latest Natural Language Processing Publications Latest Robotics Publications Latest Systems and AI Publications

Mission & History Multiple-Model Learned Image Processing Benefiting from Class-Specific Image Priors ML Model Optimization with Weights & Biases Mirror Neurons from a Developmental Robotics Perspective Multi-Accelerator Execution of Neural Network Inference on Diversely Heterogeneous SoCs Mining Genomic Resources for Antimicrobial Peptides Machine Learning for Weather and Climate Prediction Multimedia Signal Processing Machine Learning MO-RL of SC for Manipulators Machine Learning for Multimodal and Intelligent User Interfaces Media Monitoring Running Jobs Monitoring KUACC System Most Common Issues

Numerically Stable Deep Learning in Reduced Precision NextG Wireless Systems at the Nexus of ML, Mobile XR, and UAV-IoT News Natural Language Processing Nonequilibrium Physics and Machine Learning New Publications

On the Path to Universality for Machine Translation: Multilinguality, Scale, Objectives, and Optimization Object Manipulation with Physics-Based Models Optimization and Co-design Framework for Sparse Computation Open Positions Open Post-Doctoral Fellow Positions

Programs Perceptual Video Super-Resolution Physical Reasoning: How to Go from Seeing to Acting Polytopic Matrix Factorization and Information Maximization Based Unsupervised Learning Prediction of Protein-Protein Interactions Using Deep Learning Planet-Scale Big Data Systems at Tech Giants Postdoctoral Researcher Projects Publications Positions Postdoc Positions People Past Projects Past AI Meetings Parallel Programming Beyond Moore’s Law Positions Funded through Marie Sklodowska-Curie Actions Positions Funded through TUBITAK Schemes Past AI Meetings - p

Quantification of Clinically Useful Information from 3D and 4D MR Images: Computational and Deep Learning Techniques for Image Reconstruction, Motion Compensation and Quantitative Parameter Estimation

Reports Resources Research Real Artificial Audio Intelligence: Computers Can Also Hear Reinforcement Learning for Solving High Complexity Decision-Making Problems Reward Learning From Very Few Demonstrations Robotics Research Highlights Research Faculty Positions Research Engineer Positions

Software SparCity: Optimization and Co-design Framework for Sparse Computation State-of-the-art Techniques for Deep Edge Intelligence Self-organizing Operational Neural Networks and Image Super-resolution Scaling Up Sign Language Recognition Structure, Motion, and Future Prediction in Dynamic Scenes Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity Shifting Paradigms in Multi-Object Tracking Self-Supervised Representation Learning for Speech Processing State of The Art in Deep Learning for Image/Video Super-Resolution Self-Supervised Learning with an Information Maximization Criterion Sample Page Support Letters Systems and AI Summer Internships Students Spring 2021 Summer 2021 Staff SLURM - Queuing System squeue & kuacc-queue scontrol sinfo scontrol show node node_name Spring 2022 Spring 2023

Towards More Reusable and Adaptive Models for Visual Recognition The Trade-offs of Transfer Learning: Lessons from Meta-Learning and Multi-Task Learning Towards Scalable and Adaptive Machine Learning Design and Training Tightly Connecting Vision and Language: Localized Narratives and Beyond Text-Guided Image Manipulation Using GAN Inversion Two Challenges Behind Visual Dialogues: Grounding Negation and Asking an Informative Question Towards Semantic Understanding in Egocentric Videos Turkish Data Depository Project: Towards a Unified Turkish NLP Research Platform [Supported by KUIS AI and Türkiye Açık Kaynak Platformu (TAKP)]The Tip of the Iceberg: How to Make ML for Systems Work The City Answers Your Questions: Sensory Intelligence at the Edge The End of Words? Language Modelling with Pixels The Difference between Language and Thought The Road Less Travelled: One-Shot Learning of Rare Events in Autonomous Driving There are currently several open positions at KUIS AI!Two events in a row! You are invited to our Open House (physical) and Info Webinar (online)!

Use of Affective Visual Information for Summarization of Human-Centric Videos Uncovering The Neural Circuitry in The Brain Using Recurrent Neural Networks Unknown Object Segmentation Undergraduate Tracks

Visual Perception Models for Semantic Video Understanding

What Learning Algorithm Is In-Context Learning? Investigations with Linear Models

Terminal Multiplexer (tmux)

2020 2019 2018 2017 2016 2021

3D Perception for Creativity Assistance 3D Digital Reality Modeling for Perception

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