Naik, Nikhil

19 publications

ECCVW 2024 BootPIG: Bootstrapping Zero-Shot Personalized Image Generation Capabilities in Pretrained Diffusion Models Senthil Purushwalkam, Akash Gokul, Shafiq Joty, Nikhil Naik

CVPR 2024 Diffusion Model Alignment Using Direct Preference Optimization Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik

AISTATS 2023 CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez

NeurIPS 2023 ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image Senthil Purushwalkam, Nikhil Naik

CVPR 2023 EDICT: Exact Diffusion Inversion via Coupled Transformations Bram Wallace, Akash Gokul, Nikhil Naik

ICCV 2023 End-to-End Diffusion Latent Optimization Improves Classifier Guidance Bram Wallace, Akash Gokul, Stefano Ermon, Nikhil Naik

WACV 2023 PreViTS: Contrastive Pretraining with Video Tracking Supervision Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik

CVPRW 2022 Can Domain Adaptation Make Object Recognition Work for Everyone? Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman, Nikhil Naik

NeurIPSW 2022 Designing Active and Thermostable Enzymes with Sequence-Only Predictive Models Clara Fannjiang, Micah Olivas, Eric R. Greene, Craig J. Markin, Bram Wallace, Ben Krause, Margaux M. Pinney, James Fraser, Polly M Fordyce, Ali Madani, Nikhil Naik

CVPR 2021 CASTing Your Model: Learning to Localize Improves Self-Supervised Representations Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson, Nikhil Naik

NeurIPS 2021 Deep Extrapolation for Attribute-Enhanced Generation Alvin Chan, Ali Madani, Ben Krause, Nikhil Naik

NeurIPSW 2020 DIME: An Information-Theoretic Difficulty Measure for AI Datasets Peiliang Zhang, Huan Wang, Nikhil Naik, Caiming Xiong, Richard Socher

NeurIPS 2018 Maximum-Entropy Fine Grained Classification Abhimanyu Dubey, Otkrist Gupta, Ramesh Raskar, Nikhil Naik

ECCV 2018 Pairwise Confusion for Fine-Grained Visual Classification Abhimanyu Dubey, Otkrist Gupta, Pei Guo, Ramesh Raskar, Ryan Farrell, Nikhil Naik

ICLR 2017 Designing Neural Network Architectures Using Reinforcement Learning Bowen Baker, Otkrist Gupta, Nikhil Naik, Ramesh Raskar

ECCV 2016 Deep Learning the City: Quantifying Urban Perception at a Global Scale Abhimanyu Dubey, Nikhil Naik, Devi Parikh, Ramesh Raskar, César A. Hidalgo

CVPR 2015 A Light Transport Model for Mitigating Multipath Interference in Time-of-Flight Sensors Nikhil Naik, Achuta Kadambi, Christoph Rhemann, Shahram Izadi, Ramesh Raskar, Sing Bing Kang

CVPRW 2014 Streetscore - Predicting the Perceived Safety of One Million Streetscapes Nikhil Naik, Jade Philipoom, Ramesh Raskar, César A. Hidalgo

ECCV 2012 Frequency Analysis of Transient Light Transport with Applications in Bare Sensor Imaging Di Wu, Gordon Wetzstein, Christopher Barsi, Thomas Willwacher, Matthew O'Toole, Nikhil Naik, Qionghai Dai, Kyros Kutulakos, Ramesh Raskar