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Papers
Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise
NeurIPS 2023
On Differentially Private Sampling from Gaussian and Product Distributions
NeurIPS 2023
PAC Learning Linear Thresholds from Label Proportions
NeurIPS 2023
Parameterized Cost Volume for Stereo Matching
ICCV 2023
Post-Processing Temporal Action Detection
CVPR 2023
Prototypical Mixing and Retrieval-Based Refinement for Label Noise-Resistant Image Retrieval
ICCV 2023
SQ Lower Bounds for Learning Mixtures of Linear Classifiers
NeurIPS 2023
Tangentially Elongated Gaussian Belief Propagation for Event-Based Incremental Optical Flow Estimation
CVPR 2023
Transfer Knowledge From Head to Tail: Uncertainty Calibration Under Long-Tailed Distribution
CVPR 2023
Unified Lower Bounds for Interactive High-dimensional Estimation under Information Constraints
NeurIPS 2023
Variational Inference with Gaussian Score Matching
NeurIPS 2023
What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners?
NeurIPS 2023
Width and Depth Limits Commute in Residual Networks
ICML 2023
Advanced Speaker Embedding with Predictive Variance of Gaussian Distribution for Speaker Adaptation in TTS
Interspeech 2022
A Private and Computationally-Efficient Estimator for Unbounded Gaussians
COLT 2022
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule
CVPR 2022
Data dependent randomized smoothing
UAI 2022
Entropic Gromov-Wasserstein between Gaussian Distributions
ICML 2022
FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers
ICML 2022
Gaussian Multi-head Attention for Simultaneous Machine Translation
ACL 2022
Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization
NeurIPS 2022
Learning Structured Gaussians To Approximate Deep Ensembles
CVPR 2022
List-Decodable Sparse Mean Estimation
NeurIPS 2022
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering
NeurIPS 2022
Multi-View Depth Estimation by Fusing Single-View Depth Probability With Multi-View Geometry
CVPR 2022