Takip et
Akash Srivastava
Akash Srivastava
MIT, IBM Research, University of Edinburgh
mit.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning
A Srivastava, L Valkov, C Russell, M Gutmann, C Sutton
31st Conference on Neural Information Processing Systems (NIPS 2017), Long …, 2017
8702017
Autoencoding Variational Inference for Topic Models
A Srivastava, C Sutton
International Conference on Learning Representations (ICLR), 2017
7482017
Fast and scalable Bayesian deep learning by weight-perturbation in Adam
ME Khan, D Nielsen, V Tangkaratt, W Lin, Y Gal, A Srivastava
International Conference on Machine Learning, 2018, 2018
3312018
Equivariant contrastive learning
R Dangovski, L Jing, C Loh, S Han, A Srivastava, B Cheung, P Agrawal, ...
arXiv preprint arXiv:2111.00899, 2021
1392021
Houdini: Lifelong learning as program synthesis
L Valkov, D Chaudhari, A Srivastava, C Sutton, S Chaudhuri
Advances in neural information processing systems 31, 2018
962018
Curiosity-driven red-teaming for large language models
ZW Hong, I Shenfeld, TH Wang, YS Chuang, A Pareja, J Glass, ...
arXiv preprint arXiv:2402.19464, 2024
642024
Identifiability guarantees for causal disentanglement from soft interventions
J Zhang, K Greenewald, C Squires, A Srivastava, K Shanmugam, C Uhler
Advances in Neural Information Processing Systems 36, 50254-50292, 2023
642023
Targeted neural dynamical modeling
C Hurwitz, A Srivastava, K Xu, J Jude, M Perich, L Miller, M Hennig
Advances in Neural Information Processing Systems 34, 29379-29392, 2021
402021
Beyond statistical similarity: Rethinking metrics for deep generative models in engineering design
L Regenwetter, A Srivastava, D Gutfreund, F Ahmed
Computer-Aided Design 165, 103609, 2023
392023
Compositional foundation models for hierarchical planning
A Ajay, S Han, Y Du, S Li, A Gupta, T Jaakkola, J Tenenbaum, L Kaelbling, ...
Advances in Neural Information Processing Systems 36, 22304-22325, 2023
372023
Yilun Du, Shuang Li, Abhi Gupta, Tommi Jaakkola, Josh Tenenbaum, Leslie Kaelbling, Akash Srivastava, and Pulkit Agrawal. Compositional foundation models for hierarchical planning
A Ajay, S Han
arXiv preprint arXiv:2309.08587 7, 2023
352023
Aligning optimization trajectories with diffusion models for constrained design generation
G Giannone, A Srivastava, O Winther, F Ahmed
Advances in Neural Information Processing Systems 36, 51830-51861, 2023
342023
A bayesian-symbolic approach to reasoning and learning in intuitive physics
K Xu, A Srivastava, D Gutfreund, F Sosa, T Ullman, J Tenenbaum, ...
Advances in neural information processing systems 34, 2478-2490, 2021
312021
Links: A dataset of a hundred million planar linkage mechanisms for data-driven kinematic design
A Heyrani Nobari, A Srivastava, D Gutfreund, F Ahmed
International Design Engineering Technical Conferences and Computers and …, 2022
282022
Lab: Large-scale alignment for chatbots
S Sudalairaj, A Bhandwaldar, A Pareja, K Xu, DD Cox, A Srivastava
arXiv preprint arXiv:2403.01081, 2024
242024
Improving negative-prompt inversion via proximal guidance
L Han, S Wen, Q Chen, Z Zhang, K Song, M Ren, R Gao, Y Chen, D Liu, ...
arXiv preprint arXiv:2306.05414 3, 2023
222023
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference
CL Hurwitz, K Xu, A Srivastava, AP Buccino, M Hennig
NeurIPS, 2019, 2019
222019
Variational russian roulette for deep bayesian nonparametrics
K Xu, A Srivastava, C Sutton
International Conference on Machine Learning, 6963-6972, 2019
222019
Beyond uniform sampling: Offline reinforcement learning with imbalanced datasets
ZW Hong, A Kumar, S Karnik, A Bhandwaldar, A Srivastava, J Pajarinen, ...
Advances in Neural Information Processing Systems 36, 4985-5009, 2023
182023
Estimating the density ratio between distributions with high discrepancy using multinomial logistic regression
A Srivastava, S Han, K Xu, B Rhodes, MU Gutmann
arXiv preprint arXiv:2305.00869, 2023
162023
Sistem, işlemi şu anda gerçekleştiremiyor. Daha sonra yeniden deneyin.
Makaleler 1–20