ICML Submissions

MemeSem:A Multi-modal Framework for Sentimental Analysis of Meme via Transfer Learning
Raj Ratn Pranesh, Ambesh Shekhar
- Jun 12, 2020 (edited Aug 30, 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Tackling Non-forgetting and Forward Transfer with a Unified Lifelong Learning Approach
Xinyu Yun, Tanner A Bohn, Charles X. Ling
- Jun 12, 2020 (edited Aug 02, 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
La-MAML: Look-ahead Meta Learning for Continual Learning
Gunshi Gupta, Karmesh Yadav, Liam Paull
- Jun 12, 2020 (edited Jul 21, 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
PixL2R: Guiding Reinforcement Learning using Natural Language by Mapping Pixels to Rewards
Prasoon Goyal, Scott Niekum, Ray Mooney
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Language-Conditioned Goal Generation: a New Approach to Language Grounding in RL
Cédric Colas, Ahmed Akakzia, Pierre-Yves Oudeyer, Mohamed Chetouani, Olivier Sigaud
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Extended Abstract: Improving Vision-and-Language Navigation with Image-Text Pairs from the Web
Arjun Majumdar, Ayush Shrivastava, Stefan Lee, Peter Anderson, Devi Parikh, Dhruv Batra
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous Environments – Extended Abstract
Jacob Krantz, Erik Wijmans, Arjun Majumdar, Dhruv Batra, Stefan Lee
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Reinforcement Communication Learning in Different Social Network Structures
Marina Dubova, Arsenii Kirillovich Moskvichev, Rob Goldstone
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning
Matthias Hutsebaut-Buysse, Kevin Mets, Steven Latré
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
An Overview of Natural Language State Representation for Reinforcement Learning
Brielen Madureira, David Schlangen
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Language-Goal Imagination to Foster Creative Exploration in Deep RL
Tristan Karch, Nicolas Lair, Cédric Colas, Jean-Michel Dussoux, Clément Moulin-Frier, Peter Ford Dominey, Pierre-Yves Oudeyer
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Pow-Wow: A Dataset and Study on Collaborative Communication in Pommerman
Takuma Yoneda, Matthew Walter, Jason Naradowsky
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
On the Relationship Between Structure in Natural Language and Models of Sequential Decision Processes
Roma Patel, Rafael Rodriguez-Sanchez, George Konidaris
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Emergence of Multilingualism in Population based Referential Games
Shresth Verma
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Emergence of compositional language in communication through noisy channel
Łukasz Kuciński, Paweł Kołodziej, Piotr Miłoś
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
WordCraft: An Environment for Benchmarking Commonsense Agents
Minqi Jiang, Jelena Luketina, Nantas Nardelli, Pasquale Minervini, Philip Torr, Shimon Whiteson, Tim Rocktäschel
- Jun 12, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop LaReL Blind Submission
- Readers: Everyone
Inferring Causal Dependencies between Chaotic Dynamical Systems from Sporadic Time Series
Edward De Brouwer, Adam Arany, Jaak Simm, Yves Moreau
- Jun 10, 2020 (edited Jul 17, 2020)
- ICML 2020 Workshop Artemiss Submission
- Readers: Everyone
Missing rating imputation based on product reviews via deep latent variable models
Dingge Liang, Marco Corneli, Pierre Latouche, Charles Bouveyron
- Jun 10, 2020 (edited Jul 15, 2020)
- ICML 2020 Workshop Artemiss Submission
- Readers: Everyone
VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data
Chao Ma, Sebastian Tschiatschek, Richard E. Turner, José Miguel Hernández-Lobato, Cheng Zhang
- Jun 10, 2020 (edited Jul 14, 2020)
- ICML 2020 Workshop Artemiss Submission
- Readers: Everyone
Conditioning on "and nothing else": Simple Models of Missing Data between Naive Bayes and Logistic Regression
David Poole, Ali Mohammad Mehr, Wan Shing Martin Wang
- Jun 10, 2020 (edited Jul 14, 2020)
- ICML 2020 Workshop Artemiss Submission
- Readers: Everyone
Hierarchical reinforcement learning for efficent exploration and transfer
Lorenzo Steccanella, Simone Totaro, Damien Allonsius, Anders Jonsson
- Jun 12, 2020 (edited Jul 14, 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone
Missing the Point: Non-Convergence in Iterative Imputation Algorithms
Hanne I. Oberman, Stef van Buuren, Gerko Vink
- Jun 09, 2020 (edited Jul 14, 2020)
- ICML 2020 Workshop Artemiss Submission
- Readers: Everyone
Predicting Feature Imputability in the Absence of Ground Truth
Niamh McCombe, Xuemei Ding, Girijesh Prasad, David P Finn, Stephen Todd, Paula L McClean, Kongfatt Wong-Lin
- Jun 09, 2020 (edited Jul 14, 2020)
- ICML 2020 Workshop Artemiss Submission
- Readers: Everyone
Self-supervised Pitch Detection by Inverse Audio Synthesis
Jesse Engel, Rigel Swavely, Lamtharn Hanoi Hantrakul, Adam Roberts, Curtis Hawthorne
- Jun 10, 2020 (edited Jul 14, 2020)
- ICML 2020 Workshop SAS Submission
- Readers: Everyone
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer
Seungwon Lee, Sima Behpour, ERIC EATON
- Jun 12, 2020 (edited Jul 13, 2020)
- ICML 2020 Workshop LifelongML Blind Submission
- Readers: Everyone