Ahmad Humayun
7 papers · 2013–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (23) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(11)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(5)
π§¬
Topic Evolution
π
Conference Pioneer
Conferences
CVPR (2)
ICCV (2)
NIPS (2)
ICML (1)
Top co-authors
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
NIPS 2024
Low-shot Object Learning with Mutual Exclusivity Bias
NIPS 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