Papers
Data Augmentation Can Improve Robustness
Sylvestre-Alvise Rebuffi, Sven Gowal, Dan Andrei Calian et al.
Data driven semi-supervised learning
Maria-Florina F Balcan, Dravyansh Sharma
Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective
Tianlong Chen, Yu Cheng, Zhe Gan et al.
Data-Efficient Instance Generation from Instance Discrimination
Ceyuan Yang, Yujun Shen, Yinghao Xu et al.
Dataset Distillation with Infinitely Wide Convolutional Networks
Timothy Nguyen, Roman Novak, Lechao Xiao et al.
Data Sharing and Compression for Cooperative Networked Control
Jiangnan Cheng, Marco Pavone, Sachin Katti et al.
Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification
Clémence Réda, Andrea Tirinzoni, Rémy Degenne
Debiased Visual Question Answering from Feature and Sample Perspectives
Zhiquan Wen, Guanghui Xu, Mingkui Tan et al.
DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
Boris van Breugel, Trent Kyono, Jeroen Berrevoets et al.
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data
Liming Jiang, Bo Dai, Wayne Wu et al.
Decentralized Learning in Online Queuing Systems
Flore Sentenac, Etienne Boursier, Vianney Perchet
Decentralized Q-learning in Zero-sum Markov Games
Muhammed Sayin, Kaiqing Zhang, David Leslie et al.
Decision Transformer: Reinforcement Learning via Sequence Modeling
Lili Chen, Kevin Lu, Aravind Rajeswaran et al.
Deconditional Downscaling with Gaussian Processes
Siu Lun Chau, Shahine Bouabid, Dino Sejdinovic
Deconvolutional Networks on Graph Data
Jia Li, Jiajin Li, Yang Liu et al.
Decoupling the Depth and Scope of Graph Neural Networks
Hanqing Zeng, Muhan Zhang, Yinglong Xia et al.
Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP
Josh Rozner, Christopher Potts, Kyle Mahowald
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks
Rong Zhu, Mattia Rigotti
Deep Conditional Gaussian Mixture Model for Constrained Clustering
Laura Manduchi, Kieran Chin-Cheong, Holger Michel et al.
Deep Contextual Video Compression
Jiahao Li, Bin Li, Yan Lu
Deep Explicit Duration Switching Models for Time Series
Abdul Fatir Ansari, Konstantinos Benidis, Richard Kurle et al.
Deep Extended Hazard Models for Survival Analysis
Qixian Zhong, Jonas W Mueller, Jane-Ling Wang
Deep Extrapolation for Attribute-Enhanced Generation
Alvin Chan, Ali Madani, Ben Krause et al.
DeepGEM: Generalized Expectation-Maximization for Blind Inversion
Angela Gao, Jorge Castellanos, Yisong Yue et al.
Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time
Feng Zhu, Andrew Sedler, Harrison A Grier et al.