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Anima Anandkumar — most-cited papers & profile · Multimodal
← authors
·
overview
Anima Anandkumar
36
papers ·
399
citations ·
57
h-index
California Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
VIMA: General Robot Manipulation with Multimodal Prompts
2022 · 65 citations
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems
2020 · 50 citations
Eureka: Human-Level Reward Design via Coding Large Language Models
2023 · 48 citations
Understanding The Robustness in Vision Transformers
2022 · 34 citations
MimicPlay: Long-Horizon Imitation Learning by Watching Human Play
2023 · 24 citations
Fast Sampling of Diffusion Models via Operator Learning
2022 · 17 citations
Semi-Supervised StyleGAN for Disentanglement Learning
2020 · 14 citations
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies
2021 · 14 citations
Fast Training of Diffusion Models with Masked Transformers
2023 · 8 citations
Fast Training of Diffusion Models with Masked Transformers
2023 · 8 citations
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems
2020 · 6 citations
Image-Level or Object-Level? A Tale of Two Resampling Strategies for Long-Tailed Detection
2021 · 5 citations
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision
2021 · 5 citations
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
2023 · 5 citations
KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Dynamical Systems
2022 · 4 citations
Topics
Model-Based RL
Segmentation
Exploration
Training & Sampling
Object Detection
Policy Gradient
3D Vision
Diffusion Models
Manipulation
Control