N. Siddharth
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
7
Active years
2014–2025
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | Banyan: Improved Representation Learning with Explicit Structure. | Mattia Opper, N. Siddharth |
| 2024 | ICML | Bayesian Program Learning by Decompiling Amortized Knowledge. | Alessandro B. Palmarini, Christopher G. Lucas, N. Siddharth |
| 2024 | ICML | Autoencoding Conditional Neural Processes for Representation Learning. | Victor Prokhorov, Ivan Titov, N. Siddharth |
| 2024 | ICML | Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding. | Chuanhao Sun, Zhihang Yuan, Kai Xu, Luo Mai, N. Siddharth, Shuo Chen, Mahesh K. Marina |
| 2022 | ICML | Adversarial Masking for Self-Supervised Learning. | Yuge Shi, N. Siddharth, Philip H. S. Torr, Adam R. Kosiorek |
| 2021 | ICLR | Relating by Contrasting: A Data-efficient Framework for Multimodal Generative Models. | Yuge Shi, Brooks Paige, Philip H. S. Torr, N. Siddharth |
| 2020 | UAI | Multitask Soft Option Learning. | Maximilian Igl, Andrew Gambardella, Jinke He, Nantas Nardelli, N. Siddharth, Wendelin Boehmer, Shimon Whiteson |
| 2019 | AISTATS | Structured Disentangled Representations. | Babak Esmaeili, Hao Wu, Sarthak Jain, Alican Bozkurt, N. Siddharth, Brooks Paige, Dana H. Brooks, Jennifer G. Dy, Jan-Willem van de Meent |
| 2019 | ICML | Disentangling Disentanglement in Variational Autoencoders. | Emile Mathieu, Tom Rainforth, N. Siddharth, Yee Whye Teh |
| 2019 | WACV | A Conditional Deep Generative Model of People in Natural Images. | Rodrigo Andrade de Bem, Arnab Ghosh, Adnane Boukhayma, Thalaiyasingam Ajanthan, N. Siddharth, Philip H. S. Torr |
| 2019 | UAI | Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow. | Tuan Anh Le, Adam R. Kosiorek, N. Siddharth, Yee Whye Teh, Frank Wood |
| 2018 | CVPR | FlipDial: A Generative Model for Two-Way Visual Dialogue. | Daniela Massiceti, N. Siddharth, Puneet Kumar Dokania, Philip H. S. Torr |
| 2018 | ECCV | A Semi-supervised Deep Generative Model for Human Body Analysis. | Rodrigo Andrade de Bem, Arnab Ghosh, Thalaiyasingam Ajanthan, Ondrej Miksik, N. Siddharth, Philip H. S. Torr |
| 2014 | CVPR | Seeing What You're Told: Sentence-Guided Activity Recognition in Video. | N. Siddharth, Andrei Barbu, Jeffrey Mark Siskind |