Ferrer, Cristian Canton
- The Llama 3 Herd of Models
2024/07/31 by Aaron Grattafiori, Abhimanyu Dubey, Grattafiori, Aaron +1111 · 8 voices · 5049 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- Llama 2: Open Foundation and Fine-Tuned Chat Models
2023/07/18 by Hugo Touvron, Touvron, Hugo, Louis Martin +139 · 3 voices · 2451 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
- Code Llama: Open Foundation Models for Code
2023/08/24 by Baptiste Rozière, Rozière, Baptiste, Jonas Gehring +49 · 1 voice · 522 citations
Computer Science · #Advanced Database Systems and Queries #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies #cs.CL
- The Deepfake Detection Challenge (DFDC) Preview Dataset
2019/10/19 by Brian Dolhansky, Russ Howes, Dolhansky, Brian +7 · 32 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
- Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution
2016/08/03 by Emad Barsoum, Cha Zhang, Barsoum, Emad +5 · 17 citations
Psychology · Computer Science · #Emotion and Mood Recognition #Face and Expression Recognition #Music and Audio Processing
- SalGAN: Visual Saliency Prediction with Generative Adversarial Networks
2017/01/04 by Junting Pan, Pan, Junting, Cristian Canton-Ferrer +11 · 18 citations
Computer Science · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
- Generating High Fidelity Data from Low-density Regions using Diffusion Models
2022/03/31 by Vikash Sehwag, Sehwag, Vikash, Caner Hazırbaş +7 · 15 citations
Computer Science · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
- A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others
2022/12/09 by Zhiheng Li, Ivan Evtimov, Li, Zhiheng +13 · 17 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- The DeepFake Detection Challenge (DFDC) Dataset
2020/06/12 by Dolhansky, Brian, Bitton, Joanna, Pflaum, Ben +4 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Automated Red Teaming with GOAT: the Generative Offensive Agent Tester
2024/10/02 by Maya Pavlova, Erik Brinkman, Pavlova, Maya +17 · 22 citations
Computer Science · #Network Security and Intrusion Detection #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
- Towards Measuring Fairness in AI: the Casual Conversations Dataset
2021/04/06 by Caner Hazırbaş, Joanna Bitton, Hazirbas, Caner +9 · 9 citations
Engineering · Psychology · #Artificial Intelligence (cs.AI) #Building Energy and Comfort Optimization #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sleep and Work-Related Fatigue
- Adversarial Threats to DeepFake Detection: A Practical Perspective
2020/11/19 by Neekhara, Paarth, Dolhansky, Brian, Bitton, Joanna +1 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation
2019/10/05 by Benet Oriol Sàbat, Sabat, Benet Oriol, Cristian Canton-Ferrer +3 · 7 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Advanced Malware Detection Techniques
- VPA: Fully Test-Time Visual Prompt Adaptation
2023/09/26 by Jiachen Sun, Sun, Jiachen, Mark Ibrahim +11 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Preserving Integrity in Online Social Networks
2020/09/22 by Alon Halevy, Cristian Canton Ferrer, Halevy, Alon +13 · 1 voice
Computer Science · #cs.SI #cs.AI
- The 2021 Image Similarity Dataset and Challenge
2021/06/17 by Matthijs Douze, Douze, Matthijs, Giorgos Tolias +21 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Towards social pattern characterization in egocentric photo-streams
2017/09/05 by Aghaei, Maedeh, Dimiccoli, Mariella, Ferrer, Cristian Canton +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Eye In-Painting with Exemplar Generative Adversarial Networks
2017/12/11 by Dolhansky, Brian, Ferrer, Cristian Canton · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Towards Red Teaming in Multimodal and Multilingual Translation
2024/01/29 by Christophe Ropers, David C. Dale, Ropers, Christophe +21 · 2 citations
Arts and Humanities · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2.7 #Subtitles and Audiovisual Media #Translation Studies and Practices
- Fairness-Aware Meta-Learning via Nash Bargaining
2024/06/11 by Zeng, Yi, Yang, Xuelin, Chen, Li +4 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Casual Conversations v2 Dataset
2023/03/08 by Bilal Porgali, Vítor Albiero, Porgali, Bilal +7 · 1 citation
Social Sciences · #Ethics and Social Impacts of AI