Vignesh Ramanathan - AI Profile

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Ph.D

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I work in the areas of computer vision and machine learning with focus on human event description in videos, and joint processing of text and image data.

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Papers20 papers

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DLWL: Improving Detection for Lowshot Classes With Weakly Labelled Data

Vignesh Ramanathan, Rui Wang,Dhruv Mahajan

CVPR, pp.9339-9349, (2020)

EIBibtex

Activity Driven Weakly Supervised Object Detection

Zhenheng Yang,Dhruv Mahajan,Deepti Ghadiyaram,Ram Nevatia,Vignesh Ramanathan

CVPR, (2019): 2917-2926

Cited by5EIBibtex

What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets

De-An Huang,Vignesh Ramanathan,Dhruv Mahajan,Lorenzo Torresani, Manohar Paluri,Li Fei-Fei,Juan Carlos Niebles

CVPR, pp.7366-7375, (2018)

Cited by59EIBibtex

Exploring the Limits of Weakly Supervised Pretraining

Dhruv Mahajan,Ross B. Girshick,Vignesh Ramanathan,Kaiming He, Manohar Paluri,Yixuan Li, Ashwin Bharambe,Laurens van der Maaten

ECCV, (2018): 185-201

Cited by497EIBibtex

Learning to Learn from Noisy Web Videos

Serena Yeung,Vignesh Ramanathan,Olga Russakovsky, Liyue Shen,Greg Mori,Fei-Fei Li

CVPR, (2017)

Cited by24EIBibtex

Social LSTM: Human Trajectory Prediction in Crowded Spaces

Alexandre Alahi, Kratarth Goel,Vignesh Ramanathan, Alexandre Robicquet,Fei-Fei Li,Silvio Savarese

CVPR, pp.961-971, (2016)

Cited by1266EIBibtex

Detecting events and key actors in multi-person videos

Vignesh Ramanathan,Jonathan Huang,Sami Abu-El-Haija, Alexander N. Gorban,Kevin Murphy,Li Fei-Fei

computer vision and pattern recognition, (2016)

Cited by165EIBibtex

Learning semantic relationships for better action retrieval in images

Vignesh Ramanathan,Congcong Li,Jia Deng, Wei Han,Zhen Li, Kunlong Gu,Yang Song,Samy Bengio, Chuck Rosenberg,Fei-Fei Li

IEEE Conference on Computer Vision and Pattern Recognition, (2015)

Cited by101EIBibtex

Learning Temporal Embeddings for Complex Video Analysis

Vignesh Ramanathan,Kevin D. Tang,Greg Mori,Fei-Fei Li

ICCV, (2015)

Cited by68EIBibtex

Pixel rearrangement based statistical restoration scheme reducing embedding noise

Arijit Sur,Vignesh Ramanathan,Jayanta Mukherjee

Multimedia Tools Appl., no. 3 (2014): 805-825

Cited by3EIBibtex

Social Role Recognition for Human Event Understanding

Vignesh Ramanathan,Bangpeng Yao,Li Fei-Fei

Human-Centered Social Media Analytics, (2014)

Cited by2EIBibtex

Socially-Aware Large-Scale Crowd Forecasting

Alexandre Alahi,Vignesh Ramanathan,Li Fei-Fei

CVPR, pp.2211-2218, (2014)

Cited by150EIWOSBibtex

Linking People in Videos with "Their" Names Using Coreference Resolution

Vignesh Ramanathan,Armand Joulin,Percy Liang,Li Fei-Fei

ECCV, pp.95-110, (2014)

Cited by106EIBibtex

Video Event Understanding Using Natural Language Descriptions

Vignesh Ramanathan,Percy Liang,Li Fei-Fei

ICCV, pp.905-912, (2013)

Cited by60EIBibtex

Social Role Discovery in Human Events

Vignesh Ramanathan,Bangpeng Yao,Li Fei-Fei

Computer Vision and Pattern Recognition, pp.2475-2482, (2013)

Cited by111EIWOSBibtex

Secure steganography using randomized cropping

Arijit Sur,Vignesh Ramanathan,Jayanta Mukherjee

T. Data Hiding and Multimedia Security, (2012): 82-95

Cited by6EIBibtex

Shifting Weights: Adapting Object Detectors from Image to Video

Kevin D. Tang,Vignesh Ramanathan,Fei-Fei Li,Daphne Koller

NIPS, pp.647-655, (2012)

Cited by189EIBibtex

TRECVID 2012 GENIE: Multimedia Event Detection and Recounting

Sangmin Oh,A G Amitha Perera,Ilseo Kim,Megha Pandey,Kevin Cannons,Hossein Hajimirsadeghi,Arash Vahdat,Greg Mori, Ben Miller,Scott Mccloskey,Youchi Cheng,Zhen Huang

TRECVID, (2012)

Cited by38EIBibtex

Active Object Categorization on a Humanoid Robot

Vignesh Ramanathan,Axel Pinz

VISAPP, pp.235-241, (2011)

Cited by7EIBibtex

Quadtree decomposition based extended vector space model for image retrieval

Vignesh Ramanathan,Shaunak Mishra,Pabitra Mitra

WACV, pp.139-144, (2011)

Cited by9EIBibtex

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Vignesh RamanathanPh.D

Papers20 papers