Ahmad Humayun
7 papers · 2013–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§¬
Topic Evolution
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Learning Types Β· Machine Learning
(4)
Processing
(4)
Artificial Intelligence
(3)
Analysis
(3)
Learning Paradigms
(3)
Optimization & Theory
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Keywords
parametric min-cut
(2)
figure-ground segmentation
(2)
continual learning
(1)
image segmentation
(1)
few-shot learning
(1)
offline reinforcement learning
(1)
object recognition
(1)
state representation
(1)
object detection
(1)
sample complexity
(1)
incremental learning
(1)
energy minimization
(1)
object tracking
(1)
appearance model
(1)
continuous control
(1)
video segmentation
(1)
mutual exclusivity
(1)
sequential learning
(1)
object segmentation
(1)
catastrophic forgetting
(1)
Papers
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors
NeurIPS 2024
Low-shot Object Learning with Mutual Exclusivity Bias
NeurIPS 2023
Incremental Object Learning From Contiguous Views
CVPR 2019
Iterative Machine Teaching
ICML 2017
The Middle Child Problem: Revisiting Parametric Min-Cut and Seeds for Object Proposals
ICCV 2015
RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions
CVPR 2014
Video Segmentation by Tracking Many Figure-Ground Segments
ICCV 2013