A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning
Comments 23 pages, Thirty-sixth Conference on Neural Information Processing Systems, 2022
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Neur2SP: Neural Two-Stage Stochastic Programming
Comments To appear in the proceedings of NeurIPS 2022
Visual Concepts Tokenization
Comments Accepted by NeurIPS 2022
MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation
Comments NeurIPS 2022 ; 10 pages, 4 figures, 7 tables
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
Comments NeurIPS 2022
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation
Comments Neurips 2022. 81.1 mAP on MS COCO Keypoint Detection test-dev set. V2: Update Multi-task training results: 92.8 AP on OCHuman, 78.3 AP on CrowdPose, 94.3 PCKh on MPII, and 43.2 AP on AI Challenger
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
Comments NeurIPS 2022 (Datasets and Benchmarks Track). The first two authors contribute equally. Benchmark page: https://computer-vision-in-the-wild.github.io/ELEVATER/
Hamiltonian latent operators for content and motion disentanglement in image sequences
Comments Conference paper at NeurIPS 2022
Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence
Comments Accepted by the Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization
Comments Accepted by NeurIPS 2022
SCINet: Time Series Modeling and Forecasting with Sample Convolution and Interaction
Comments This paper presents a novel convolutional neural network for time series forecasting, achieving significant accuracy improvements
Journal ref 36th Conference on Neural Information Processing Systems (NeurIPS 2022)
Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques
Comments To appear in NeurIPS 2022
Near-Optimal Randomized Exploration for Tabular Markov Decision Processes
Comments 41 pages, 3 figures, Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)
A Multilabel Classification Framework for Approximate Nearest Neighbor Search
Comments To appear in the proceedings of Conference on Neural Information Processing Systems (NeurIPS) 2022
AniFaceGAN: Animatable 3D-Aware Face Image Generation for Video Avatars
Comments Accepted by NeurIPS 2022. Project Page: https://yuewuhkust.github.io/AniFaceGAN
Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent
Comments NeurIPS 2022
Deep Combinatorial Aggregation
Comments NeurIPS 2022
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
Comments Accepted by NeurIPS 2022. Code is available at https://github.com/VITA-Group/Trap-and-Replace-Backdoor-Defense
What Makes Graph Neural Networks Miscalibrated?
Comments Accepted to NeurIPS 2022
Near-Optimal Multi-Agent Learning for Safe Coverage Control
Comments Accepted at NeurIPS 2022
Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape Matching
Comments NeurIPS 2022. Code and data: https://github.com/craigleili/AttentiveFMaps
ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets
Comments Accepted in Medical Imaging meets NeurIPS 2021 https://www.cse.cuhk.edu.hk/~qdou/public/medneurips2021/88_ECG_for_high-throughput_screening_of_multiple_diseases_final_version.pdf
Latency-aware Spatial-wise Dynamic Networks
Comments NeurIPS 2022
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity
Comments Accepted for Neurips`22, 19 pages, 14 figures, for associated code see https://github.com/andrew-cullen/DoubleBubble
Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
Comments NeurIPS 2022
Reinforcement Learning with Automated Auxiliary Loss Search
Comments NeurIPS 2022 accepted paper
Unsupervised Learning of Equivariant Structure from Sequences
Comments Accepted to NeurIPS 2022
Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation
Comments NeurIPS 2022 conference paper
Towards Theoretically Inspired Neural Initialization Optimization
Comments NeurIPS 2022
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation
Comments Accepted to NeurIPS 2022
