Neural Parameter Allocation Search
Comments Accepted at ICLR 2022
期刊&会议
ICLR
International Conference on Learning Representations · 会议 · Machine Learning
Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers
Comments ICLR 2022
Neural Solvers for Fast and Accurate Numerical Optimal Control
Comments Published as a conference paper at ICLR 2022
Data-Efficient Graph Grammar Learning for Molecular Generation
Comments ICLR 2022 oral
Generalized Rectifier Wavelet Covariance Models For Texture Synthesis
Comments To be published as a conference paper at the International Conference on Learning Representations (ICLR) 2022
Igeood: An Information Geometry Approach to Out-of-Distribution Detection
Comments Accepted in ICLR 2022
Optimizer Amalgamation
Comments To appear in ICLR 2022
Deep AutoAugment
Comments ICLR 2022 camera-ready. Code: https://github.com/MSU-MLSys-Lab/DeepAA
GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation
Comments Published as a conference paper at ICLR 2022 (https://openreview.net/forum?id=PzcvxEMzvQC)
Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings
Comments Proceedings of ICLR, 2022
Learning Transferable Reward for Query Object Localization with Policy Adaptation
Comments ICLR 2022
Model Agnostic Interpretability for Multiple Instance Learning
Comments 25 pages (9 content, 2 acknowledgement + references, 14 appendix). 16 figures (3 main content, 13 appendix). Submitted and accepted to ICLR 22, see http://openreview.net/forum?id=KSSfF5lMIAg Revisions: v2) Added additional acknowledgements v3) Updated to ICLR camera ready version
Optimal Representations for Covariate Shift
Comments Accepted at ICLR 2022
Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates
Comments Published as a conference paper at ICLR 2022
An Experimental Design Perspective on Model-Based Reinforcement Learning
Comments Conference paper at ICLR 2022
Conditional Object-Centric Learning from Video
Comments Published at ICLR 2022. Project page at https://slot-attention-video.github.io/
Deep Point Cloud Reconstruction
Comments ICLR 2022 accepted
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking
Journal ref Spotlight at ICLR 2022: International Conference on Learning Representations
MT3: Multi-Task Multitrack Music Transcription
Comments ICLR 2022 camera-ready version
Equivariant Contrastive Learning
Comments Camera Ready Revision. ICLR 2022. Discussion: https://openreview.net/forum?id=gKLAAfiytI Code: https://github.com/rdangovs/essl
Illiterate DALL-E Learns to Compose
Comments Published as a conference paper at ICLR 2022
Boosting the Certified Robustness of L-infinity Distance Nets
Comments Accepted for ICLR 2022; 21 pages
Creating Training Sets via Weak Indirect Supervision
Comments ICLR 2022
Imitation Learning by Reinforcement Learning
Comments Published in ICLR 2022
Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond
Comments ICLR 2022 Camera Ready
Stein Latent Optimization for Generative Adversarial Networks
Comments ICLR 2022 camera ready
Efficient Active Search for Combinatorial Optimization Problems
Comments Accepted at ICLR 2022
AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation
Comments Accepted to ICLR 2022
Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--Hastings
Comments ICLR 2022 - camera ready
Learning Curves for SGD on Structured Features
Comments Camera Ready for ICLR 2022: https://openreview.net/forum?id=WPI2vbkAl3Q
