Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
Comments Published in ICLR 2022
期刊&会议
ICLR
International Conference on Learning Representations · 会议 · Machine Learning
InfinityGAN: Towards Infinite-Pixel Image Synthesis
Comments Accepted to ICLR 2022. Full Paper: https://openreview.net/forum?id=ufGMqIM0a4b ; Project page: https://hubert0527.github.io/infinityGAN/
Transition to Linearity of Wide Neural Networks is an Emerging Property of Assembling Weak Models
Comments Published at ICLR 2022 (spotlight paper)
Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes
Comments published in ICLR 2022
Journal ref The Tenth International Conference on Learning Representations (ICLR 2022)
Curvature-guided dynamic scale networks for Multi-view Stereo
Comments Accepted to ICLR 2022
Path Integral Sampler: a stochastic control approach for sampling
Comments iclr submission
A Deep Variational Approach to Clustering Survival Data
Comments ICLR 2022
Parallel Training of GRU Networks with a Multi-Grid Solver for Long Sequences
Comments Accepted at ICLR 2022
Reproducible Subjective Evaluation
Comments Submitted to ICLR 2022 Workshop on Setting up ML Evaluation Standards to Accelerate Progress
$\mathrm{SO}(2)$-Equivariant Reinforcement Learning
Comments Published at ICLR 2022
Memory Replay with Data Compression for Continual Learning
Comments arXiv admin note: text overlap with arXiv:1207.6083 by other authors
Journal ref ICLR 2022
PEARL: Data Synthesis via Private Embeddings and Adversarial Reconstruction Learning
Comments 22 pages, 10 figures, accepted to ICLR 2022
Journal ref The Tenth International Conference on Learning Representations (ICLR 2022)
Contextualized Scene Imagination for Generative Commonsense Reasoning
Comments Accepted by ICLR 2022
Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting
Comments 15 pages, Accepted as poster to ICLR 2022
Journal ref International Conference on Learning Representations (ICLR 2022)
EntQA: Entity Linking as Question Answering
Comments ICLR 2022
ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models
Journal ref ICLR 2022, Apr 2022, Online, France
Strength of Minibatch Noise in SGD
Comments ICLR 2022 spotlight
Acceleration of Federated Learning with Alleviated Forgetting in Local Training
Comments In International Conference on Learning Representations (2021, Sept)
X2T: Training an X-to-Text Typing Interface with Online Learning from User Feedback
Comments Accepted to International Conference on Learning Representations (ICLR) 2021
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training
Comments ICLR 2022
Unrolling PALM for sparse semi-blind source separation
Comments 10th International Conference on Learning Representations, ICLR 2022. 21 pages
Provable RL with Exogenous Distractors via Multistep Inverse Dynamics
Comments ICLR 2022
Generative Modeling with Optimal Transport Maps
Comments ICLR 2022
Geometric Transformers for Protein Interface Contact Prediction
Comments 18 pages, 5 figures, and 9 tables. Camera-ready version for ICLR 2022, with a minor update to Figure 2 in Section 4.1 (Methods - Problem Formulation)
Scale Mixtures of Neural Network Gaussian Processes
Comments ICLR 2022
Scene Transformer: A unified architecture for predicting multiple agent trajectories
Comments ICLR 2022
Active Hierarchical Exploration with Stable Subgoal Representation Learning
Comments Published in ICLR 2022
Better Supervisory Signals by Observing Learning Paths
Comments Published at ICLR 2022: https://openreview.net/forum?id=Iog0djAdbHj
Sparse DETR: Efficient End-to-End Object Detection with Learnable Sparsity
Comments ICLR 2022. Code is available at https://github.com/kakaobrain/sparse-detr
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
Comments Accepted at ICLR'22
