Nikhil Naik

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models.
CoRR, 2024

Diffusion Model Alignment Using Direct Preference Optimization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Author Correction: Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials.
npj Digit. Medicine, 2023

PreViTS: Contrastive Pretraining with Video Tracking Supervision.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

End-to-End Diffusion Latent Optimization Improves Classifier Guidance.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

EDICT: Exact Diffusion Inversion via Coupled Transformations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Prostate cancer therapy personalization via multi-modal deep learning on randomized phase III clinical trials.
npj Digit. Medicine, 2022

ProGen2: Exploring the Boundaries of Protein Language Models.
CoRR, 2022

Can domain adaptation make object recognition work for everyone?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Deep learning-enabled medical computer vision.
npj Digit. Medicine, 2021

CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations.
CoRR, 2021

Field Extraction from Forms with Unlabeled Data.
CoRR, 2021

Deep Extrapolation for Attribute-Enhanced Generation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

CASTing Your Model: Learning To Localize Improves Self-Supervised Representations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies.
CoRR, 2020

ProGen: Language Modeling for Protein Generation.
CoRR, 2020

Improving out-of-distribution generalization via multi-task self-supervised pretraining.
CoRR, 2020

2018
Maximum-Entropy Fine Grained Classification.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Accelerating Neural Architecture Search using Performance Prediction.
Proceedings of the 6th International Conference on Learning Representations, 2018

Pairwise Confusion for Fine-Grained Visual Classification.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Computer vision uncovers predictors of physical urban change.
Proc. Natl. Acad. Sci. USA, 2017

Training with Confusion for Fine-Grained Visual Classification.
CoRR, 2017

Practical Neural Network Performance Prediction for Early Stopping.
CoRR, 2017

Designing Neural Network Architectures using Reinforcement Learning.
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Are Safer Looking Neighborhoods More Lively?: A Multimodal Investigation into Urban Life.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Deep Learning the City: Quantifying Urban Perception at a Global Scale.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Coreset-Based Adaptive Tracking.
CoRR, 2015

A light transport model for mitigating multipath interference in Time-of-flight sensors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Streetscore - Predicting the Perceived Safety of One Million Streetscapes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2012
Frequency Analysis of Transient Light Transport with Applications in Bare Sensor Imaging.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Single view reflectance capture using multiplexed scattering and time-of-flight imaging.
ACM Trans. Graph., 2011

2009
A Scale Adaptive Tracker Using Hybrid Color Histogram Matching Scheme.
Proceedings of the Second International Conference on Emerging Trends in Engineering & Technology, 2009


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