Vignesh Ramanathan

21 papers · 2012–2024 · 5 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (47) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Keyword Champion (2) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🤝 Dynamic Duo (10) 🔥 Unstoppable · Silver 💎 Century Club · Bronze 🗃️ Keyword Collector (100) 📈 Trend Setter 🚀 Conference Pioneer

Venues

CVPR (14) ICCV (3) ECCV (2) NeurIPS (1) WACV (1)

Top co-authors

Dhruv Mahajan (10) Li Fei-fei (10) Abhimanyu Dubey (4) Rui Wang (3) Manohar Paluri (2) Alexandre Alahi (2) Yi Wen (2) Zhenheng Yang (2) Filip Radenovic (2) Kevin Tang (2)

Research topics

Machine Learning (17) Computer Vision (12) Analysis (12) Deep Learning (11) Learning Types · Machine Learning (11) Learning Types · Deep Learning (9) Artificial Intelligence (8) Application Areas (6) Core AI (6) Core Methods (5) Processing (5) Learning Paradigms (3) Architectures (2) Mathematics & Optimization (1) Reinforcement Learning (1)

Keywords

weakly supervised learning (6) object detection (5) transfer learning (4) action recognition (4) video understanding (4) instance segmentation (3) zero-shot learning (2) faster r-cnn (2) neural network (2) part segmentation (2) self-supervised learning (2) trajectory prediction (2) domain adaptation (2) variational inference (1) domain generalization (1) temporal modeling (1) reinforcement learning (1) unsupervised learning (1) few-shot learning (1) visual saliency (1)

Papers

Context Diffusion: In-Context Aware Image Generation ECCV 2024 Filtering, Distillation, and Hard Negatives for Vision-Language Pre-Training CVPR 2023 PACO: Parts and Attributes of Common Objects CVPR 2023 PartDistillation: Learning Parts From Instance Segmentation CVPR 2023 Adaptive Methods for Real-World Domain Generalization CVPR 2021 PreDet: Large-Scale Weakly Supervised Pre-Training for Detection ICCV 2021 Weakly Supervised Instance Segmentation for Videos With Temporal Mask Consistency CVPR 2021 DLWL: Improving Detection for Lowshot Classes With Weakly Labelled Data CVPR 2020 QUICKSAL: A small and sparse visual saliency model for efficient inference in resource constrained hardware WACV 2020 Activity Driven Weakly Supervised Object Detection CVPR 2019 Exploring the Limits of Weakly Supervised Pretraining ECCV 2018 What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets CVPR 2018 Learning to Learn From Noisy Web Videos CVPR 2017 Detecting Events and Key Actors in Multi-Person Videos CVPR 2016 Social LSTM: Human Trajectory Prediction in Crowded Spaces CVPR 2016 Learning Semantic Relationships for Better Action Retrieval in Images CVPR 2015 Learning Temporal Embeddings for Complex Video Analysis ICCV 2015 Socially-aware Large-scale Crowd Forecasting CVPR 2014 Social Role Discovery in Human Events CVPR 2013 Video Event Understanding Using Natural Language Descriptions ICCV 2013 Shifting Weights: Adapting Object Detectors from Image to Video NeurIPS 2012