Taslakian, Perouz
- Multi-View Causal Representation Learning with Partial Observability
2023/11/07 by Dingling Yao, Yao, Dingling, Danru Xu +13 · 17 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
2025/03/19 by Shravan Nayak, Xiangru Jian, Nayak, Shravan +28 · 1 voice · 26 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Video Surveillance and Tracking Methods #Virtual Reality Applications and Impacts #cs.AI #cs.CL #cs.CV
- RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
2024/06/17 by João M. Monteiro, Monteiro, Joao, Pierre-Andre Noel +15 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Natural Language Processing Techniques
- A Sparsity Principle for Partially Observable Causal Representation Learning
2024/03/13 by Danru Xu, Dingling Yao, Xu, Danru +11 · 7 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
2024/07/08 by Gaurav Sahu, Abhay Puri, Sahu, Gaurav +23 · 8 citations
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #FOS: Computer and information sciences
- VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text
2024/06/10 by Tianyu Zhang, Zhang, Tianyu, Suyuchen Wang +15 · 7 citations
Arts and Humanities · Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Subtitles and Audiovisual Media #Video Analysis and Summarization
- Typing assumptions improve identification in causal discovery
2021/07/22 by Philippe Brouillard, Perouz Taslakian, Brouillard, Philippe +7 · 3 citations
Computer Science · #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks #Machine Learning and Algorithms
- Rendering-Aware Reinforcement Learning for Vector Graphics Generation
2025/05/27 by Rodriguez, Juan A., Zhang, Haotian, Puri, Abhay +12 · 9 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Knowledge Hypergraph Embedding Meets Relational Algebra
2021/02/18 by Fatemi, Bahare, Taslakian, Perouz, Vazquez, David +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Context-Aware Visual Compatibility Prediction
2019/02/10 by Guillem Cucurull, Cucurull, Guillem, Perouz Taslakian +3 · 1 citation
Computer Science · Neuroscience · #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Visual Attention and Saliency Detection
- AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
2025/02/03 by Ahmed Masry, J.A. Rodríguez, Masry, Ahmed +41 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
- XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference
2024/04/23 by João Monteiro, Monteiro, João, Étienne Marcotte +13 · 2 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Knowledge Hypergraphs: Prediction Beyond Binary Relations
2019/06/01 by Bahare Fatemi, Fatemi, Bahare, Perouz Taslakian +5 · 1 voice
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
- WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation
2025/08/22 by Awal, Rabiul, Massoud, Mahsa, Feizi, Aarash +10 · 9 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning
2025/08/13 by Masry, Ahmed, Puri, Abhay, Hashemi, Masoud +13 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Continuous Yao Graphs
2014/08/18 by Luis Barba, Prosenjit Bose, Barba, Luis +13 · 1 citation
Computer Science · Mathematics · #Advanced Combinatorial Mathematics #Advanced Graph Theory Research #Computational Geometry (cs.CG) #Computational Geometry and Mesh Generation #FOS: Computer and information sciences
- Grounding Computer Use Agents on Human Demonstrations
2025/11/10 by Feizi, Aarash, Nayak, Shravan, Jian, Xiangru +14 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Defer for Causal Discovery with Imperfect Experts
2025/02/18 by Oscar Clivio, Clivio, Oscar, Divyat Mahajan +11 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Rough Sets and Fuzzy Logic