Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
Comments 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
A Unified Framework for Alternating Offline Model Training and Policy Learning
Comments 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
AD-DROP: Attribution-Driven Dropout for Robust Language Model Fine-Tuning
Comments Accepted to NeurIPS 2022
FasterRisk: Fast and Accurate Interpretable Risk Scores
Comments NeurIPS 2022
Trading Off Resource Budgets for Improved Regret Bounds
Comments 27 pages, 2 figures, accepted to NeurIPS 2022
C-Mixup: Improving Generalization in Regression
Comments Accepted by NeurIPS 2022
Point Transformer V2: Grouped Vector Attention and Partition-based Pooling
Comments Accepted at NeurIPS 2022
Minimax-Optimal Multi-Agent RL in Markov Games With a Generative Model
Comments accepted in part to NeurIPS 2022
Patching open-vocabulary models by interpolating weights
Comments 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality
Comments NeurIPS 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting
Comments Accepted to NeurIPS 2022, project page: https://p2p.ivg-research.xyz
Delving into Sequential Patches for Deepfake Detection
Comments Accepted to NeurIPS 2022
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time
Comments NeurIPS 2022; 28 pages, 9 figures
Can Push-forward Generative Models Fit Multimodal Distributions?
Comments In Thirty-sixth Conference on Neural Information Processing Systems
Parametrically Retargetable Decision-Makers Tend To Seek Power
Comments 10-page main paper, 36 pages total, poster at NeurIPS 2022
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine
Comments NeurIPS'22 camera-ready version
On the Limitations of Stochastic Pre-processing Defenses
Comments Accepted by Proceedings of the 36th Conference on Neural Information Processing Systems
Interaction-Grounded Learning with Action-inclusive Feedback
Comments Published in NeurIPS 2022
Learning to Accelerate Partial Differential Equations via Latent Global Evolution
Comments NeurIPS 2022; 30 pages, 15 figures
VCT: A Video Compression Transformer
Comments NeurIPS'22 Camera Ready Version. Code: https://goo.gle/vct-paper
Object Scene Representation Transformer
Comments Accepted at NeurIPS '22. Project page: https://osrt-paper.github.io/
Modeling the Machine Learning Multiverse
Comments To appear in Advances in Neural Information Processing Systems (NeurIPS) 2022
GLIPv2: Unifying Localization and Vision-Language Understanding
Comments NeurIPS 2022; updated with reviewers' comments addressed; Code is released at https://github.com/microsoft/GLIP
PatchComplete: Learning Multi-Resolution Patch Priors for 3D Shape Completion on Unseen Categories
Comments Video link: https://www.youtube.com/watch?v=Ch1rvw2D_Kc ; Project page: https://yuchenrao.github.io/projects/patchComplete/patchComplete.html ; Accepted to NeurIPS'22
Effects of Safety State Augmentation on Safe Exploration
Comments Published in Neurips 2022
Infinite Recommendation Networks: A Data-Centric Approach
Comments Published at NeurIPS '22. $\infty$-AE code available at https://github.com/noveens/infinite_ae_cf and Distill-CF code available at https://github.com/noveens/distill_cf
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement
Comments Accepted to NeurIPS 2022
CoNSoLe: Convex Neural Symbolic Learning
Comments 18 pages, 5 figures, conference for NeurIPS 2022
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret
Comments Accepted for publication to NeurIPS 2022
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior
Comments Accepted to NeurIPS 2022
