Nakul Agarwal
14 papers · 2022–2025 · 6 venues · across top CS/AI venues
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Achievements
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Century Club Β· Bronze
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Research topics
Computer Vision
(7)
Machine Learning
(7)
Analysis
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Learning Types Β· Machine Learning
(5)
Architectures
(4)
Optimization & Theory
(3)
Learning Types Β· Deep Learning
(2)
Processing
(2)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
video understanding
(5)
action anticipation
(3)
action recognition
(3)
weakly supervised learning
(2)
action segmentation
(2)
temporal dynamics
(2)
transformer architecture
(2)
traffic scenario
(2)
multimodal learning
(1)
knowledge distillation
(1)
probabilistic inference
(1)
temporal reasoning
(1)
visual question answering
(1)
autonomous driving
(1)
video segmentation
(1)
future prediction
(1)
visual reasoning
(1)
uncertainty quantification
(1)
error detection
(1)
human-object interaction
(1)
Papers
ACE: Action Concept Enhancement of Video-Language Models in Procedural Videos
WACV 2025
Overcoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner
ICML 2025
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?
ICLR 2024
Can't Make an Omelette Without Breaking Some Eggs: Plausible Action Anticipation Using Large Video-Language Models
CVPR 2024
M2D2M: Multi-Motion Generation from Text with Discrete Diffusion Models
ECCV 2024
Object-Centric Video Representation for Long-Term Action Anticipation
WACV 2024
Rank2Tell: A Multimodal Driving Dataset for Joint Importance Ranking and Reasoning
WACV 2024
Uncertainty-aware Action Decoupling Transformer for Action Anticipation
CVPR 2024
Vamos: Versatile Action Models for Video Understanding
ECCV 2024
AdamsFormer for Spatial Action Localization in the Future
CVPR 2023
Latency Matters: Real-Time Action Forecasting Transformer
CVPR 2023
Ordered Atomic Activity for Fine-grained Interactive Traffic Scenario Understanding
ICCV 2023
Weakly-Supervised Action Segmentation and Unseen Error Detection in Anomalous Instructional Videos
ICCV 2023
Weakly-Supervised Online Action Segmentation in Multi-View Instructional Videos
CVPR 2022