Mathew Monfort
9 papers · 2015–2024 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Keyword Collector
(53)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Computer Vision
(3)
Deep Learning
(3)
Learning Types
(3)
Analysis
(2)
Application Areas
(2)
Core Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Keywords
adversarial learning
(1)
robust regression
(1)
action recognition
(1)
maximum entropy
(1)
domain adaptation
(1)
clustering
(1)
scene understanding
(1)
probabilistic inference
(1)
video captioning
(1)
video classification
(1)
multimodal learning
(1)
image captioning
(1)
autonomous driving
(1)
trajectory prediction
(1)
video understanding
(1)
video retrieval
(1)
human-object interaction
(1)
heuristic search
(1)
covariate shift
(1)
contrastive learning
(1)
Papers
"A Framework for Efficient Model Evaluation through Stratification, Sampling, and Estimation"
ECCV 2024
Precise Model Benchmarking with Only a Few Observations
EMNLP 2024
Spoken Moments: Learning Joint Audio-Visual Representations From Video Descriptions
CVPR 2021
We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos
ECCV 2020
Multi-Agent Tensor Fusion for Contextual Trajectory Prediction
CVPR 2019
Reasoning About Human-Object Interactions Through Dual Attention Networks
ICCV 2019
Robust Covariate Shift Regression
AISTATS 2016
Graph-Based Inverse Optimal Control for Robot Manipulation
IJCAI 2015
Softstar: Heuristic-Guided Probabilistic Inference
NeurIPS 2015