Pietro Perona
- Recognition in Terra Incognita
2018/07/13 by Sara Beery, Grant Van Horn, Beery, Sara +3 · 82 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Domain Adaptation and Few-Shot Learning
- Deciding How to Decide: Dynamic Routing in Artificial Neural Networks
2017/03/17 by Mason McGill, McGill, Mason, Pietro Perona +1 · 1 voice · 4 citations
Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #cs.CV #cs.LG #cs.NE #stat.ML
- Bird Species Categorization Using Pose Normalized Deep Convolutional Nets
2014/06/11 by Steve Branson, Grant Van Horn, Branson, Steve +5 · 12 citations
Biochemistry, Genetics and Molecular Biology · Environmental Science · #Animal Vocal Communication and Behavior #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Identification and Quantification in Food #Wildlife Ecology and Conservation
- Spatial Implicit Neural Representations for Global-Scale Species Mapping
2023/06/05 by Elijah Cole, Cole, Elijah, Grant Van Horn +15 · 3 voices · 14 citations
Environmental Science · #Species Distribution and Climate Change #Wildlife Ecology and Conservation #Wildlife-Road Interactions and Conservation #cs.CV #cs.LG
- Multi-Label Learning from Single Positive Labels
2021/06/17 by Elijah Cole, Oisin Mac Aodha, Cole, Elijah +9 · 13 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Bioinformatics #Text and Document Classification Technologies
- Visual Causal Feature Learning
2014/12/07 by Krzysztof Chalupka, Chalupka, Krzysztof, Pietro Perona +3 · 5 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Learning recurrent representations for hierarchical behavior modeling
2016/11/01 by Eyrún Eyjólfsdóttir, Eyjolfsdottir, Eyrun, Kristin Branson +5 · 6 citations
Engineering · Environmental Science · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Species Distribution and Climate Change
- Text-image Alignment for Diffusion-based Perception
2023/09/29 by Neehar Kondapaneni, Markus Marks, Kondapaneni, Neehar +7 · 10 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques
- A Foundation Model for Cell Segmentation
2023/11/18 by Uriah Israel, Markus Marks, Israel, Uriah +25 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #FOS: Biological sciences #Quantitative Methods (q-bio.QM) #Single-cell and spatial transcriptomics
- Teaching Categories to Human Learners with Visual Explanations
2018/02/20 by Oisin Mac Aodha, Mac Aodha, Oisin, Shihan Su +7 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- Multi-Level Cause-Effect Systems
2015/12/25 by Krzysztof Chalupka, Chalupka, Krzysztof, Pietro Perona +3 · 4 citations
Computer Science · Neuroscience · #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms #Functional Brain Connectivity Studies
- The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions
2021/04/06 by Jennifer J. Sun, Sun, Jennifer J., Tomomi Karigo +19 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Neuroendocrine regulation and behavior #Zebrafish Biomedical Research Applications
- Describing Common Human Visual Actions in Images
2015/06/07 by Matteo Ruggero Ronchi, Pietro Perona, Ronchi, Matteo Ruggero +1 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Rethinking Zero-shot Video Classification: End-to-end Training for\n Realistic Applications
2020/03/03 by Biagio Brattoli, Brattoli, Biagio, Joseph Tighe +7 · 4 citations
Computer Science · #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
- Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners
2018/02/14 by Yuxin Chen, Adish Singla, Chen, Yuxin +7 · 8 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Online Learning and Analytics
- Self-Supervised Keypoint Discovery in Behavioral Videos
2021/12/09 by Jennifer J. Sun, Sun, Jennifer J., Serim Ryou +15 · 4 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- The Devil is in the Tails: Fine-grained Classification in the Wild
2017/09/05 by Grant Van Horn, Pietro Perona, Van Horn, Grant +1 · 3 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Align and Distill: Unifying and Improving Domain Adaptive Object Detection
2024/03/18 by Justin Kay, Kay, Justin, Timm Haucke +13 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation
2024/06/11 by Riccardo Fogliato, Fogliato, Riccardo, Pratik Patil +5 · 6 citations
Engineering · #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems
- Towards Weakly-Supervised Text Spotting using a Multi-Task Transformer
2022/02/11 by Yair Kittenplon, Kittenplon, Yair, Inbal Lavi +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification
2024/07/16 by Markus Marks, Manuel Knott, Marks, Markus +11 · 6 citations
Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Resource Development and Performance Evaluation
- BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos
2022/12/14 by Jennifer J. Sun, Sun, Jennifer J., Pierre Karashchuk +21 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition
- The iNaturalist Species Classification and Detection Dataset
2017/07/20 by Grant Van Horn, Van Horn, Grant, Oisin Mac Aodha +15 · 2 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Identification and Quantification in Food #Smart Agriculture and AI #Species Distribution and Climate Change
- Seeing into Darkness: Scotopic Visual Recognition
2016/10/03 by Bo Chen, Chen, Bo, Pietro Perona +1 · 1 citation
Engineering · Neuroscience · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural dynamics and brain function
- The iWildCam 2018 Challenge Dataset
2019/04/11 by Sara Beery, Beery, Sara, Grant Van Horn +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #IoT and Edge/Fog Computing
- Diversified Ensembling: An Experiment in Crowdsourced Machine Learning
2024/02/16 by Ira Globus-Harris, Globus-Harris, Ira, Declan Harrison +7 · 2 citations
Computer Science · Mathematics · #Open Source Software Innovations #Mobile Crowdsensing and Crowdsourcing #Statistics Education and Methodologies
- On Label Granularity and Object Localization
2022/07/20 by Elijah Cole, Cole, Elijah, Michael J. Wilber +15 · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Understanding Label Bias in Single Positive Multi-Label Learning
2023/05/24 by J. Gámez Arroyo, Pietro Perona, Arroyo, Julio +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Text and Document Classification Technologies
- Context Embedding Networks
2017/09/22 by Kun Ho Kim, Oisin Mac Aodha, Kim, Kun Ho +3 · 1 citation
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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
- Representational Similarity via Interpretable Visual Concepts
2025/03/19 by Neehar Kondapaneni, Oisin Mac Aodha, Kondapaneni, Neehar +3 · 1 voice · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #cs.AI #cs.CV #q-bio.NC
- Inference-Time Scaling of Diffusion Models via Progressive Seed Pruning
2026/07/23 by Rogerio Guimaraes, Pietro Perona
#cs.CV