Publications

Senthil Purushwalkam, Akash Gokul, Shafiq Joty, Nikhil Naik (2024). BootPIG: Bootstrapping Zero-shot Personalized Image Generation Capabilities in Pretrained Diffusion Models. arXiv preprint arXiv:2311.12908 (2023).

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Bram Wallace, Meihua Dang, Rafael Rafailov, Linqi Zhou, Aaron Lou, Senthil Purushwalkam, Stefano Ermon, Caiming Xiong, Shafiq Joty, Nikhil Naik (2023). Diffusion Model Alignment Using Direct Preference Optimization. arXiv preprint arXiv:2311.12908 (2023).

Senthil Purushwalkam, Nikhil Naik (2023). ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image. Advances in Neural Information Processing Systems 33 (NeurIPS 2023).

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Senthil Purushwalkam ⁺, Pedro Morgado ⁺, Abhinav Gupta (2022). The Challenges of Continuous Self-Supervised Learning. European Conference on Computer Vision (ECCV) 2022.

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Simone Parisi, Aravind Rajeswaran, Senthil Purushwalkam, Abhinav Gupta (2022). The Unsurprising Effectiveness of Pre-trained Vision Models for Control. International Conference on Machine Learning (ICML) 2022.

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Zihang Lai ⁺, Senthil Purushwalkam ⁺, Abhinav Gupta (2021). The Functional Correspondence Problem. International Conference on Computer Vision (ICCV) 2021.

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Senthil Purushwalkam, Sebastian Vicenc Amengual Gari, Vamsi Krishna Ithapu, Carl Schissler, Philip Robinson, Abhinav Gupta, Kristen Grauman (2021). Audio-Visual Floorplan Reconstruction. International Conference on Computer Vision (ICCV) 2021.

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Senthil Purushwalkam, Abhinav Gupta (2020). Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases. Advances in Neural Information Processing Systems 33 (NeurIPS 2020).

Senthil Purushwalkam, Tian Ye, Saurabh Gupta, Abhinav Gupta (2020). Aligning Videos in Space and Time. European Conference on Computer Vision (ECCV), 2020.

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Senthil Purushwalkam, Maximilian Nickel, Abhinav Gupta, Marc’Aurelio Ranzato (2019). Task-Driven Modular Networks for Zero-Shot Compositional Learning. International Conference on Computer Vision (ICCV) 2019.

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Senthil Purushwalkam, Abhinav Gupta, Danny Kaufman, Bryan Russell (2019). Bounce and Learn: Modeling Scene Dynamics with Real-World Bounces. International Conference on Learning Representations (ICLR) 2019.

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Senthil Purushwalkam, Abhinav Gupta (2016). Pose from Action: Unsupervised Learning of Pose Features based on Motion. Workshop on Action and Anticipation for Visual Learning at ECCV 2016..

Stefan Lee, Senthil Purushwalkam, Michael Cogswell, Viresh Ranjan, David Crandall, Dhruv Batra (2016). Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles. Advances in Neural Information Processing Systems (NIPS) 2016.

Stefan Lee, Senthil Purushwalkam, Michael Cogswell, David Crandall, Dhruv Batra (2015). Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks. arxiv preprint arXiv:1511.06314.

Michael Cogswell, Xiao Lin, Senthil Purushwalkam, Dhruv Batra (2014). Combining the Best of Graphical Models and ConvNets for Semantic Segmentation. arxiv preprint arXiv:1412.4313.

Senthil Purushwalkam, Baihua Li, Qinggang Meng, Jamie McPhee (2013). Automatic Segmentation of Adipose Tissue from Thigh Magnetic Resonance Images. International Conference on Image Analysis and Recognition (ICIAR) 2013.