Beta R-CNN: Looking into Pedestrian Detection from Another Perspective
Comments NeurIPS 2020
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Functional Indirection Neural Estimator for Better Out-of-distribution Generalization
Comments Accepted paper at NeurIPS 2022
Learning General World Models in a Handful of Reward-Free Deployments
Comments To be published at NeurIPS 2022. Code and videos available at https://ycxuyingchen.github.io/cascade/
Accelerated Linearized Laplace Approximation for Bayesian Deep Learning
Comments 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions
Journal ref Published at NeurIPS 2022
Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling
Comments Accepted to NeurIPS'22
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems
Comments 14 pages, published in NeurIPS 2022
Cut-and-Approximate: 3D Shape Reconstruction from Planar Cross-sections with Deep Reinforcement Learning
Comments 13 pages; NeurIPS paper
Generative Modeling of High-resolution Global Precipitation Forecasts
Comments Accepted to NeurIPS 2022 Tackling Climate Change with Machine Learning Workshop
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space
Comments Neural Information Processing Systems (NeurIPS 2022). Workshop on Distribution Shifts: Connecting Methods and Applications
NeuPhysics: Editable Neural Geometry and Physics from Monocular Videos
Comments NeurIPS 2022
Attention-Based Scattering Network for Satellite Imagery
Comments NeurIPS 2022 Workshop - Tackling Climate Change with Machine Learning, 4 page limit w/ appendix
Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction
Comments Accepted by NeurIPS 2022
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining
Comments Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations
Comments 27 pages; published as NeurIPS 2022 poster paper
Biologically plausible solutions for spiking networks with efficient coding
Comments in press at NeurIPS 2022- Thirty-sixth Conference on Neural Information Processing Systems
Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach
Comments 20 pages, 5figures, accepted by NeurIPS 2022
Ambiguous Images With Human Judgments for Robust Visual Event Classification
Comments 10 pages, NeurIPS 2022 Datasets and Benchmarks Track
Batch Bayesian optimisation via density-ratio estimation with guarantees
Comments Extended version of paper accepted at NeurIPS 2022
Sound and Complete Verification of Polynomial Networks
Comments Accepted in NeurIPS 2022
Accelerating SGD for Highly Ill-Conditioned Huge-Scale Online Matrix Completion
Comments NeurIPS 2022
Score-Based Diffusion meets Annealed Importance Sampling
Comments accepted at NeurIPS 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
Comments Accepted at NeurIPS 2022
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
Comments Accepted by Advances in Neural Information Processing Systems (NeurIPS) 2022
Falconn++: A Locality-sensitive Filtering Approach for Approximate Nearest Neighbor Search
Comments To appear in NeurIPS 2022
Dataset Distillation using Neural Feature Regression
Comments NeurIPS 2022 camera-ready version
Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences
Comments Accepted to the Conference on the Advances in Neural Information Processing Systems (NeurIPS) 2022
Training and Inference on Any-Order Autoregressive Models the Right Way
Comments 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent
Comments 24 pages, accepted at NeurIPS 2022
Fast Instrument Learning with Faster Rates
Comments NeurIPS camera ready. Code available at https://github.com/meta-inf/fil
