Search Results for author:
Found 8 papers, 5 papers with code
PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence Images
Traditional manual health check, using Electroluminescence (EL) imaging, is expensive and logistically challenging making automated defect detection essential.
Probing Conceptual Understanding of Large Visual-Language Models
In this work we focus on conceptual understanding of these large V+L models.
Large-scale Robustness Analysis of Video Action Recognition Models
In this work, we perform a large-scale robustness analysis of these existing models for video action recognition.
Reformulating Zero-shot Action Recognition for Multi-label Actions
Given a video and a set of action classes, our method predicts a set of confidence scores for each class independently.
"Knights": First Place Submission for VIPriors21 Action Recognition Challenge at ICCV 2021
This technical report presents our approach "Knights" to solve the action recognition task on a small subset of Kinetics-400 i. e. Kinetics400ViPriors without using any extra-data.
NoisyActions2M: A Multimedia Dataset for Video Understanding from Noisy Labels
We present this as a benchmark dataset in noisy learning for video understanding.
Modeling Multi-Label Action Dependencies for Temporal Action Localization
We propose to improve action localization performance by modeling these action dependencies in a novel attention-based Multi-Label Action Dependency (MLAD)layer.
Ranked #1 on
Action Detection
on Multi-THUMOS
Adversarial Learning for Personalized Tag Recommendation
We demonstrate the effectiveness of the proposed model on two different large-scale and publicly available datasets, YFCC100M and NUS-WIDE.
