Ershad Banijamali
8 papers · 2016–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (9) π Renaissance Researcher (6) π Interdisciplinary Bridge
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Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(27)
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Keyword Pioneer
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Topic Evolution
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Conference Pioneer
Conferences
AISTATS (2)
EMNLP (2)
CVPR (1)
ICCV (1)
ICLR (1)
PGM (1)
Top co-authors
Keywords
zeroth-order optimization
(2)
autonomous driving
(2)
memory efficiency
(2)
variational inference
(2)
policy learning
(1)
convex optimization
(1)
representation learning
(1)
convex hull
(1)
policy optimization
(1)
trajectory prediction
(1)
self-supervised learning
(1)
markov decision process
(1)
optimal control
(1)
probabilistic generative model
(1)
generative model
(1)
variational approximation
(1)
dynamical system
(1)
gaussian distribution
(1)
bayesian inference
(1)
online learning
(1)
Papers
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models
EMNLP 2025
AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning
EMNLP 2024
Neural Relational Inference with Node-Specific Information
ICLR 2022
Self-Supervised Simultaneous Multi-Step Prediction of Road Dynamics and Cost Map
CVPR 2021
Prediction by Anticipation: An Action-Conditional Prediction Method Based on Interaction Learning
ICCV 2021
Optimizing over a Restricted Policy Class in MDPs
AISTATS 2019
Robust Locally-Linear Controllable Embedding
AISTATS 2018
Online Algorithms for Sum-Product Networks with Continuous Variables
PGM 2016