in-the-wild

[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

[SIGGRAPH Asia 2024 (Journal Track)] StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal

[WACV'25 Oral] Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think

[official] Quality Assessment of In-the-Wild Videos (ACM MM 2019)

[CVPR'24] NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild

CVPR 2022 - derender3d: A method for de-rendering a 3D object from a single image into shape, material, and lighting, that is trained in a weakly-supervised fashion relying only on rough shape estimates.

[official] Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment (ACM MM 2020)

Official implementations of the NexusSplats paper.

Daily archiver & triage issue creator for new releases of CISA's Known Exploited Vulnerabilities list

[INTERSPEECH 2025] Official code for "SEED: Speaker Embedding Enhancement Diffusion Model"

Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training

[CoRL 2025 Oral] AirExo-2: Scaling up Generalizable Robotic Imitation Learning with Low-Cost Exoskeletons

Mobile Android app for data collection in the wild: sensor measurements and self-reported labels describing the user's behavioral context.

University Thesis project

Developing code on semantic segmentation for Extended Labeled Faces in the Wild

[IEEE FG2021] PyTorch code for paper titled "Leveraging Semantic Scene Characteristics and Multi-Stream Convolutional Architectures in a Contextual Approach for Video-Based Visual Emotion Recognition in the Wild".

Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.

Animals object detection such as deer, horse, and rabbit in diverse settings using YOLOv5

Official repo for "Audio-Visual Speech Recognition In-the-Wild: Multi-Angle Vehicle Cabin Corpus and Attention-based Method" in ICASSP 2024