Learning Physical Dynamics with Subequivariant Graph Neural Networks
Comments Accepted by NeurIPS 2022
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Sample-Then-Optimize Batch Neural Thompson Sampling
Comments Accepted to 36th Conference on Neural Information Processing Systems (NeurIPS 2022), Extended version with proofs and additional experimental details and results, 30 pages
Multi-agent Dynamic Algorithm Configuration
Comments NeurIPS 2022 Accept
Scalable Neural Video Representations with Learnable Positional Features
Comments NeurIPS 2022. Project page with videos and code: https://subin-kim-cv.github.io/NVP/
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation
Comments Accepted to NeurIPS 2022
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation
Comments Accepted to NeurIPS 2022
Policy Gradient With Serial Markov Chain Reasoning
Comments NeurIPS 2022
On the Efficient Implementation of High Accuracy Optimality of Profile Maximum Likelihood
Comments Accepted at NeurIPS 2022
Few-shot Relational Reasoning via Connection Subgraph Pretraining
Comments NeurIPS 2022. Open source implementation at https://github.com/snap-stanford/csr
Weighted Distillation with Unlabeled Examples
Comments To appear in NeurIPS 2022
A Mixture of Surprises for Unsupervised Reinforcement Learning
Comments Accepted to NeurIPS 2022
Probabilistic Missing Value Imputation for Mixed Categorical and Ordered Data
Comments Accepted by NeurIPS 2022
Sample Constrained Treatment Effect Estimation
Comments Conference on Neural Information Processing Systems (NeurIPS) 2022
Task-Free Continual Learning via Online Discrepancy Distance Learning
Comments Accepted at the 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
Robust Neural Posterior Estimation and Statistical Model Criticism
Comments Accepted at NeurIPS 2022
GULP: a prediction-based metric between representations
Comments 34 pages, 24 figures, to appear in NeurIPS'22
Modular Flows: Differential Molecular Generation
Comments Accepted to NeurIPS 2022. More info at: https://yogeshverma1998.github.io/ModFlow/
The Unreasonable Effectiveness of Fully-Connected Layers for Low-Data Regimes
Comments Accepted to NeurIPS 2022, Homepage: https://peter-kocsis.github.io/LowDataGeneralization/ 24 pages, 14 figures, 12 tables
Discovered Policy Optimisation
Comments NeurIPS 2022
Few-Shot Continual Active Learning by a Robot
Comments Accepted at NeurIPS 2022
Wasserstein $K$-means for clustering probability distributions
Comments Accepted to NeurIPS 2022
Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation
Comments NeurIPS 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
Comments Accepted in NeurIPS 2022
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking
Comments Neurips 2022 dataset and benchmark track
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies
Comments Accepted by NeurIPS'22. Code and models are available at https://github.com/guochengqian/pointnext
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning
Comments Accepted by NeurIPS 2022, Datasets and Benchmarks track
Egocentric Video-Language Pretraining
Comments Accepted by NeurIPS 2022. Double champions at Ego4D and EPIC-Kitchens, CVPR 2022 challenges. 23 pages, 13 figures, 12 tables. Code: https://github.com/showlab/EgoVLP
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG
Comments 10 pages, accepted at NeurIPS 2022
Unifying Voxel-based Representation with Transformer for 3D Object Detection
Comments Accepted to NeurIPS 2022
Pruning has a disparate impact on model accuracy
Comments NeurIPS 2022
