Research Videos

In just a few minutes, Georgia Tech researchers summarize their ECCV accepted work in these short videos. Check them out or read their full papers here.

Backpropagated Gradient Representations for Anomaly Detection

By Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, and Ghassan AlRegib


ContactPose: A Dataset of Grasps with Object Contact and Hand Pose

By Samarth Brahmbhatt, Chengcheng Tang, Christopher D. Twigg, Charles C. Kemp, and James Hays.


Spatially Aware Multimodal Transformers for TextVQA

By Yash Kant, Dhruv Batra, Peter Anderson, Alex Schwing, Devi Parikh, Jiasen Lu, Harsh Agrawa


Learning to Generate Grounded Visual Captions without Localization Supervision

By Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira


Graph Inference for Knowledge Transfer in Weakly Supervised Object Localization

By Amir Rahimi, Amirreza Shaban, Thalaiyasingam Ajanthan, Richard Hartle, and Byron Boots


Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline

By Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das


Forecasting Human Object Interaction

By Miao Liu, Siyu Tang, Yin Li and James M. Rehg


FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning

By Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira


Improving Vision-and-Language Navigation with Image-Text Pairs from the Web

By Arjun Majumdar, Ayush Shrivastava, Stefan Lee, Peter Anderson, Devi Parikh, Dhruv Batra


TIDE: A General Toolkit for Identifying Object Detection Errors

By Daniel Bolya, Sean Foley, James Hays, Judy Hoffman


Learning to Balance Specificity and Invariance for In and Out of Domain Generalization

By Prithvijit Chattopadyay, Yogesh Balaji, Judy Hoffman