Mahesh Reddy

Mahesh Reddy

Researcher · Qualcomm AI Research

I work on 3D computer vision and generative AI at Qualcomm AI Research. Previously MSc from SFU (with Yağız Aksoy), MSc from U. Manitoba (with Yang Wang), BE from VTU, India.

Publications

2026
MagnifiQ teaser

MagnifiQ: Patch-aware Text Guided Progressive Upscaling for High-Resolution Image Restoration

Mahesh Reddy, Yashesh Savani, Antoine Mercier, Hong Cai, Fatih Porikli, and Guillaume Berger

ECCV Workshop on Low-Level Vision Frontiers (LoViF)

2025
HexaGen3D teaser

HexaGen3D: StableDiffusion is just one step away from Fast and Diverse Text-to-3D Generation

Antoine Mercier, Ramin Nakhli, Mahesh Reddy, Rajeev Yasarla, Hong Cai, Fatih Porikli, and Guillaume Berger

WACV

2024
SI Depth teaser

Scale-Invariant Monocular Depth Estimation via SSI Depth

S. Mahdi H. Miangoleh, Mahesh Reddy, and Yağız Aksoy

SIGGRAPH

2024
EdgeRelight360 teaser

EdgeRelight360: Text-Conditioned 360-Degree HDR Image Generation for Real-Time On-Device Video Portrait Relighting

Min-Hui Lin*, Mahesh Reddy*, Guillaume Berger, Michel Sarkis, Fatih Porikli, and Ning Bi

CVPR Workshop on Efficient and On-Device Generation (EDGE)

2023
Datamoshing teaser

Datamoshing with Optical Flow

Chris Careaga, Mahesh Reddy, and Yağız Aksoy

SIGGRAPH Asia Posters

2022
Interactive depth editing teaser

Interactive Editing of Monocular Depth

Obumneme Stanley Dukor, S. Mahdi H. Miangoleh, Mahesh Reddy, Long Mai, and Yağız Aksoy

SIGGRAPH Posters

2021
AdaCrowd teaser

AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting

Mahesh Reddy, Mrigank Rochan, Yiwei Lu and Yang Wang

IEEE Transactions on Multimedia (TMM)

2020
Temporal modulation teaser

Sentence Guided Temporal Modulation for Dynamic Video Thumbnail Generation

Mrigank Rochan, Mahesh Reddy and Yang Wang

BMVC

2020
Video highlight detection teaser

Adaptive Video Highlight Detection by Learning from User History

Mrigank Rochan, Mahesh Reddy, Linwei Ye and Yang Wang

ECCV

2020
Anomaly detection teaser

Few-Shot Scene-Adaptive Anomaly Detection

Yiwei Lu, Frank Yu, Mahesh Reddy and Yang Wang

ECCV (Spotlight)

2020
Meta-learning crowd counting teaser

Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning

Mahesh Reddy, Mohammad Hossain, Mrigank Rochan and Yang Wang

WACV

2020
Domain adaptation crowd counting teaser

Domain Adaptation in Crowd Counting

Mohammad Hossain, Mahesh Reddy, Kevin Cannons, Zhan Xu and Yang Wang

CRV

2019
One-shot crowd counting teaser

One-Shot Scene-Specific Crowd Counting

Mohammad Hossain, Mahesh Reddy, Mehrdad Hosseinzadeh, Omit Chanda and Yang Wang

BMVC

2019
Future frame prediction teaser

Future Frame Prediction Using Convolutional VRNN for Anomaly Detection

Yiwei Lu, Mahesh Reddy, Seyed shahabeddin Nabavi and Yang Wang

AVSS