Huang, Sicong

8 publications

NeurIPSW 2024 Inference, Fast and Slow: Reinterpreting VAEs for OOD Detection Sicong Huang, Jiawei He, Kry Yik-Chau Lui

ICMLW 2023 Calibrating Language Models via Augmented Prompt Ensembles Mingjian Jiang, Yangjun Ruan, Sicong Huang, Saifei Liao, Silviu Pitis, Roger Baker Grosse, Jimmy Ba

ICML 2023 Efficient Parametric Approximations of Neural Network Function Space Distance Nikita Dhawan, Sicong Huang, Juhan Bae, Roger Baker Grosse

TMLR 2023 Inverse Scaling: When Bigger Isn't Better Ian R. McKenzie, Alexander Lyzhov, Michael Martin Pieler, Alicia Parrish, Aaron Mueller, Ameya Prabhu, Euan McLean, Xudong Shen, Joe Cavanagh, Andrew George Gritsevskiy, Derik Kauffman, Aaron T. Kirtland, Zhengping Zhou, Yuhui Zhang, Sicong Huang, Daniel Wurgaft, Max Weiss, Alexis Ross, Gabriel Recchia, Alisa Liu, Jiacheng Liu, Tom Tseng, Tomasz Korbak, Najoung Kim, Samuel R. Bowman, Ethan Perez

ICLR 2022 Improving Mutual Information Estimation with Annealed and Energy-Based Bounds Rob Brekelmans, Sicong Huang, Marzyeh Ghassemi, Greg Ver Steeg, Roger Baker Grosse, Alireza Makhzani

ICML 2020 Evaluating Lossy Compression Rates of Deep Generative Models Sicong Huang, Alireza Makhzani, Yanshuai Cao, Roger Grosse

ICLR 2019 TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer Sicong Huang, Qiyang Li, Cem Anil, Xuchan Bao, Sageev Oore, Roger B. Grosse

ICLR 2018 Unsupervised Cipher Cracking Using Discrete GANs Aidan N. Gomez, Sicong Huang, Ivan Zhang, Bryan M. Li, Muhammad Osama, Lukasz Kaiser