Poster "gaussian mixture models" Papers
13 papers found
Attention-based clustering
Rodrigo Maulen Soto, Pierre Marion, Claire Boyer
NeurIPS 2025posterarXiv:2505.13112
Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification
Yunzhen Feng, Elvis Dohmatob, Pu Yang et al.
ICLR 2025posterarXiv:2406.07515
Broadening Target Distributions for Accelerated Diffusion Models via a Novel Analysis Approach
Yuchen Liang, Peizhong Ju, Yingbin Liang et al.
ICLR 2025posterarXiv:2402.13901
11
citations
How Much is a Noisy Image Worth? Data Scaling Laws for Ambient Diffusion.
Giannis Daras, Yeshwanth Cherapanamjeri, Constantinos C Daskalakis
ICLR 2025posterarXiv:2411.02780
16
citations
Transformers are almost optimal metalearners for linear classification
Roey Magen, Gal Vardi
NeurIPS 2025posterarXiv:2510.19797
1
citations
Understanding Contrastive Learning via Gaussian Mixture Models
Parikshit Bansal, Ali Kavis, Sujay Sanghavi
NeurIPS 2025poster
3
citations
Analyzing $D^\alpha$ seeding for $k$-means
Etienne Bamas, Sai Ganesh Nagarajan, Ola Svensson
ICML 2024poster
Deep Equilibrium Models are Almost Equivalent to Not-so-deep Explicit Models for High-dimensional Gaussian Mixtures
Zenan Ling, Longbo Li, Zhanbo Feng et al.
ICML 2024poster
Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling
Wonho Bae, Jing Wang, Danica J. Sutherland
ECCV 2024posterarXiv:2311.02879
1
citations
GMM-IKRS: Gaussian Mixture Models for Interpretable Keypoint Refinement and Scoring
Emanuele Santellani, Martin Zach, Christian Sormann et al.
ECCV 2024posterarXiv:2408.17149
3
citations
Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts?
Huy Nguyen, Pedram Akbarian, Nhat Ho
ICML 2024poster
Theoretical insights for diffusion guidance: A case study for Gaussian mixture models
Yuchen Wu, Minshuo Chen, Zihao Li et al.
ICML 2024poster
This Probably Looks Exactly Like That: An Invertible Prototypical Network
Zachariah Carmichael, Timothy Redgrave, Daniel Gonzalez Cedre et al.
ECCV 2024posterarXiv:2407.12200
6
citations