Nikita Dvornik
11 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π Century Club Β· Bronze
π
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(4)
Computer Vision
(4)
Machine Learning
(4)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Analysis
(2)
Domain-Specific
(2)
Processing
(2)
Architectures
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
instructional video
(2)
ensemble learning
(1)
video prediction
(1)
visual question answering
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
autonomous driving
(1)
video understanding
(1)
object tracking
(1)
generative model
(1)
autoregressive model
(1)
world model
(1)
action sequence
(1)
zero-shot transfer
(1)
vision foundation model
(1)
multimodal fusion
(1)
object-centric representation
(1)
transformer decoder
(1)
lidar point cloud
(1)
Papers
FOMO-3D: Using Vision Foundation Models for Long-Tailed 3D Object Detection
CoRL 2025
GePSAn: Generative Procedure Step Anticipation in Cooking Videos
ICCV 2023
LabelFormer: Object Trajectory Refinement for Offboard Perception from LiDAR Point Clouds
CoRL 2023
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
ICLR 2023
StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos
CVPR 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