David Belanger
15 papers · 2012–2022 · 10 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (10) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🏃 Academic Marathon (10)
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Hot Topic Early Bird
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Interdisciplinary Bridge
🌍
Conference Polyglot
(10)
🌟
Keyword Trendsetter Combo
(4)
🏆
Keyword Champion
🌱
Topic Pioneer
🔥
Unstoppable
(7)
📈
Trend Setter
💎
Century Club
(15)
🚀
Conference Pioneer
🗃️
Keyword Collector
(71)
Conferences
ICML (5)
ICLR (2)
ACL (1)
AISTATS (1)
CVPR (1)
EACL (1)
EMNLP (1)
ICCV (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
structured prediction
(4)
recurrent neural network
(2)
energy network
(2)
graphical model
(2)
sequence labeling
(1)
belief propagation
(1)
non-convex optimization
(1)
kalman filtering
(1)
gradient-based optimization
(1)
logical reasoning
(1)
relation extraction
(1)
named entity recognition
(1)
multi-label classification
(1)
image editing
(1)
knowledge base
(1)
hyperparameter optimization
(1)
part-of-speech tagging
(1)
image denoising
(1)
neural architecture search
(1)
probabilistic inference
(1)
Papers
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming
ICML 2022
Population-Based Black-Box Optimization for Biological Sequence Design
ICML 2020
Model-based reinforcement learning for biological sequence design
ICLR 2020
Boundless: Generative Adversarial Networks for Image Extension
ICCV 2019
Learning Latent Permutations with Gumbel-Sinkhorn Networks
ICLR 2018
Synthesizing Normalized Faces From Facial Identity Features
CVPR 2017
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks
EACL 2017
Fast and Accurate Entity Recognition with Iterated Dilated Convolutions
EMNLP 2017
End-to-End Learning for Structured Prediction Energy Networks
ICML 2017
Multilingual Relation Extraction using Compositional Universal Schema
NAACL 2016
Bethe Learning of Graphical Models via MAP Decoding
AISTATS 2016
Structured Prediction Energy Networks
ICML 2016
A Linear Dynamical System Model for Text
ICML 2015
Learning Soft Linear Constraints with Application to Citation Field Extraction
ACL 2014
MAP Inference in Chains using Column Generation
NIPS 2012