Nikita Dvornik
11 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (8)
π
Interdisciplinary Bridge
π
Century Club
(11)
π
Conference Pioneer
Conferences
ECCV (3)
ICCV (3)
CORL (2)
CVPR (2)
ICLR (1)
Top co-authors
Keywords
instructional video
(2)
ensemble learning
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
autonomous driving
(1)
video understanding
(1)
object tracking
(1)
generative model
(1)
action sequence
(1)
zero-shot transfer
(1)
transformer decoder
(1)
lidar point cloud
(1)
temporal localization
(1)
zero-shot localization
(1)
procedure planning
(1)
action forecasting
(1)
trajectory refinement
(1)
key-step localization
(1)
zero-shot multi-step localization
(1)
Papers
FOMO-3D: Using Vision Foundation Models for Long-Tailed 3D Object Detection
CORL 2025
LabelFormer: Object Trajectory Refinement for Offboard Perception from LiDAR Point Clouds
CORL 2023
StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos
CVPR 2023
GePSAn: Generative Procedure Step Anticipation in Cooking Videos
ICCV 2023
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
ICLR 2023
Flow Graph to Video Grounding for Weakly-Supervised Multi-step Localization
ECCV 2022
P3IV: Probabilistic Procedure Planning From Instructional Videos With Weak Supervision
CVPR 2022
Selecting Relevant Features from a Multi-domain Representation for Few-shot Classification
ECCV 2020
Diversity With Cooperation: Ensemble Methods for Few-Shot Classification
ICCV 2019
Modeling Visual Context is Key to Augmenting Object Detection Datasets
ECCV 2018
BlitzNet: A Real-Time Deep Network for Scene Understanding
ICCV 2017