Sergio Guadarrama

15 papers · 2013–2022 · 8 conferences · across top CS/AI conferences

Achievements

+10 more ↓

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (9)

🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (9) 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution 🔥 Unstoppable (10) 💎 Century Club (15) 📈 Trend Setter 🗃️ Keyword Collector (59) 🚀 Conference Pioneer

Conferences

NIPS (4) ICCV (3) CVPR (2) ICLR (2) COLING (1) ECCV (1) JMLR (1) RSS (1)

Top co-authors

Kate Saenko (6) Trevor Darrell (5) Anoop Korattikara (4) Ian Fischer (4) Subhashini Venugopalan (3) Kuang-Huei Lee (3) Kevin Murphy (3) John Canny (3) Jonathan Huang (2) Alireza Fathi (2)

Keywords

convolutional neural network (4) object detection (3) representation learning (3) domain adaptation (2) contrastive learning (2) transfer learning (2) deep convolutional neural network (2) image segmentation (1) semantic segmentation (1) image classification (1) feature extraction (1) temporal dynamics (1) multi-label classification (1) video recognition (1) natural language generation (1) offline reinforcement learning (1) weakly supervised learning (1) image captioning (1) self-supervised learning (1) sample efficiency (1)

Papers

Multi-Game Decision Transformers NIPS 2022 Compressive Visual Representations NIPS 2021 Measuring the Reliability of Reinforcement Learning Algorithms ICLR 2020 Predictive Information Accelerates Learning in RL NIPS 2020 From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following ICLR 2019 Tracking Emerges by Colorizing Videos ECCV 2018 Improved Image Captioning via Policy Gradient Optimization of SPIDEr ICCV 2017 Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors CVPR 2017 Large Scale Visual Recognition through Adaptation using Joint Representation and Multiple Instance Learning JMLR 2016 Im2Calories: Towards an Automated Mobile Vision Food Diary ICCV 2015 Long-Term Recurrent Convolutional Networks for Visual Recognition and Description CVPR 2015 Open-vocabulary Object Retrieval RSS 2014 Integrating Language and Vision to Generate Natural Language Descriptions of Videos in the Wild COLING 2014 LSDA: Large Scale Detection through Adaptation NIPS 2014 YouTube2Text: Recognizing and Describing Arbitrary Activities Using Semantic Hierarchies and Zero-Shot Recognition ICCV 2013