activity
20222024
most citedProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning

1 citations · 3 across the 8 of their papers we have counts for

collaborators

5 papers

cs.CV20231 cited

Unified Open-Vocabulary Dense Visual Prediction

Hengcan Shi, Munawar Hayat, Jianfei Cai

In recent years, open-vocabulary (OV) dense visual prediction (such as OV object detection, semantic, instance and panoptic segmentations) has attracted increasing research attenti…

cs.CV2023

Real-time Trajectory-based Social Group Detection

Simindokht Jahangard, Munawar Hayat, Hamid Rezatofighi

Social group detection is a crucial aspect of various robotic applications, including robot navigation and human-robot interactions. To date, a range of model-based techniques have…

cs.CV20231 cited

ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning

Islam Nassar, Munawar Hayat, Ehsan Abbasnejad +2

Confidence-based pseudo-labeling is among the dominant approaches in semi-supervised learning (SSL). It relies on including high-confidence predictions made on unlabeled data as ad…

cs.CV2022

'Labelling the Gaps': A Weakly Supervised Automatic Eye Gaze Estimation

Shreya Ghosh, Abhinav Dhall, Jarrod Knibbe +1

Over the past few years, there has been an increasing interest to interpret gaze direction in an unconstrained environment with limited supervision. Owing to data curation and anno…

cs.CV2022

AV-Gaze: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-Profilic Faces

Shreya Ghosh, Abhinav Dhall, Munawar Hayat +1

In challenging real-life conditions such as extreme head-pose, occlusions, and low-resolution images where the visual information fails to estimate visual attention/gaze direction,…