2023
Transferable Generative Models
PhD thesis, 2023
Video Prediction Models as Rewards for Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
DreamFusion: Text-to-3D using 2D Diffusion.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
VectorFusion: Text-to-SVG by Abstracting Pixel-Based Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
AdaCat: Adaptive categorical discretization for autoregressive models.
Proceedings of the Uncertainty in Artificial Intelligence, 2022
Zero-Shot Text-Guided Object Generation with Dream Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Contrastive Code Representation Learning.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
2020
Locally Masked Convolution for Autoregressive Models.
Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020
Denoising Diffusion Probabilistic Models.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Sparse Graphical Memory for Robust Planning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization.
Proceedings of the Third Conference on Machine Learning and Systems, 2020
2019
The OoO VLIW JIT Compiler for GPU Inference.
CoRR, 2019
Dynamic Space-Time Scheduling for GPU Inference.
CoRR, 2019
Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019
Revec: program rejuvenation through revectorization.
Proceedings of the 28th International Conference on Compiler Construction, 2019
2018
Multi-Directional navigation method for optimized consumption of user generated content through semantic mapping of features derived from the user generated content.
ACM SIGSOFT Softw. Eng. Notes, 2018
2015
An Empirical Study to Evaluate the Best Anchoring Positions in Nested Menus for Optimized Access Time.
ACM SIGSOFT Softw. Eng. Notes, 2015
A Technique for Selecting Online Advertisements using Mailbox Calendar Invites.
ACM SIGSOFT Softw. Eng. Notes, 2015
2014
An extensible and nested gesture for drawing tools.
ACM SIGSOFT Softw. Eng. Notes, 2014
Heuristics-based algorithm to dynamically adapt icon sizes and layouts on touch devices.
ACM SIGSOFT Softw. Eng. Notes, 2014
Acoustics in 3D Printing.
ACM SIGSOFT Softw. Eng. Notes, 2014
2013
Malware signing detection system.
ACM SIGSOFT Softw. Eng. Notes, 2013
Touch target optimization technique using virtual finger-tip library.
ACM SIGSOFT Softw. Eng. Notes, 2013
2012
"Ad you like it": advertisement sourcing and selection technique across multiple heterogeneous applications.
ACM SIGSOFT Softw. Eng. Notes, 2012
Method for self-destruction of digital files triggered under predefined constraints.
ACM SIGSOFT Softw. Eng. Notes, 2012
Optimizing feature-access time through dynamic updates to application menu layout.
ACM SIGSOFT Softw. Eng. Notes, 2012
2011
Approach for reducing menu access time by enabling bidirectional cursor movement within nested menu(s).
ACM SIGSOFT Softw. Eng. Notes, 2011
1997
An Agent-based Approach to Service Management - Towards Service Independent Network Architecture.
Proceedings of the Integrated Network Management V, 1997