Reviews by Tag

generative

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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graph

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

GNN Robustness

less than 1 minute read

Presenter Papers Paper URL Our Slides Robust Adversarial Attacks on Graph Structured Data ...

Geometric Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides spherical Spherical CNNs Pdf Fuwen PDF + Arsh...

Application18- DNN for MedQA

less than 1 minute read

Presenter Papers Paper URL Our Slides Bill Seq2SQL: Generating Structured Queries from Natural L...

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relational

GNN for BioMed Applications

1 minute read

Presenter Papers Paper URL Our Slides Bio KDEEP: Protein–Ligand Absolute Binding Affinity Predic...

Application18- DNN for MedQA

less than 1 minute read

Presenter Papers Paper URL Our Slides Bill Seq2SQL: Generating Structured Queries from Natural L...

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GAN

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

Reliable18- Understand DNNs

less than 1 minute read

Presenter Papers Paper URL Our Slides Jack A Unified Approach to Interpreting Model Predictions ...

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dynamic

Edge and Dynamic computing

less than 1 minute read

Presenter Papers Paper URL Our Slides Edge MobileNets: Efficient Convolutional Neural Networks f...

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

Geometric Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides spherical Spherical CNNs Pdf Fuwen PDF + Arsh...

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QA

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

Application18- DNN for MedQA

less than 1 minute read

Presenter Papers Paper URL Our Slides Bill Seq2SQL: Generating Structured Queries from Natural L...

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attention

GNN to Understand

less than 1 minute read

Presenter Papers Paper URL Our Slides Understand Faithful and Customizable Explanations of Black...

GNN for BioMed Applications

1 minute read

Presenter Papers Paper URL Our Slides Bio KDEEP: Protein–Ligand Absolute Binding Affinity Predic...

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Adversarial-Examples

GNN Robustness

less than 1 minute read

Presenter Papers Paper URL Our Slides Robust Adversarial Attacks on Graph Structured Data ...

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structured

GNN Robustness

less than 1 minute read

Presenter Papers Paper URL Our Slides Robust Adversarial Attacks on Graph Structured Data ...

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embedding

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

GNN for Program Analysis

1 minute read

Presenter Papers Paper URL Our Slides Program Neural network-based graph embedding for cross-pla...

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NLP

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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Interpretable

GNN to Understand

less than 1 minute read

Presenter Papers Paper URL Our Slides Understand Faithful and Customizable Explanations of Black...

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black-box

GNN to Understand

less than 1 minute read

Presenter Papers Paper URL Our Slides Understand Faithful and Customizable Explanations of Black...

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generalization

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robustness

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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visualizing

GNN for BioMed Applications

1 minute read

Presenter Papers Paper URL Our Slides Bio KDEEP: Protein–Ligand Absolute Binding Affinity Predic...

Reliable18- Understand DNNs

less than 1 minute read

Presenter Papers Paper URL Our Slides Jack A Unified Approach to Interpreting Model Predictions ...

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binary

Edge and Dynamic computing

less than 1 minute read

Presenter Papers Paper URL Our Slides Edge MobileNets: Efficient Convolutional Neural Networks f...

GNN Robustness

less than 1 minute read

Presenter Papers Paper URL Our Slides Robust Adversarial Attacks on Graph Structured Data ...

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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DNA

GNN for BioMed Applications

1 minute read

Presenter Papers Paper URL Our Slides Bio KDEEP: Protein–Ligand Absolute Binding Affinity Predic...

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RL

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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seq2seq

GNN to Understand

less than 1 minute read

Presenter Papers Paper URL Our Slides Understand Faithful and Customizable Explanations of Black...

Application18- DNN for MedQA

less than 1 minute read

Presenter Papers Paper URL Our Slides Bill Seq2SQL: Generating Structured Queries from Natural L...

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optimization

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understanding

Reliable18- Understand DNNs

less than 1 minute read

Presenter Papers Paper URL Our Slides Jack A Unified Approach to Interpreting Model Predictions ...

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Variational

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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discrete

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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memory

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random

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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protein

GNN for BioMed Applications

1 minute read

Presenter Papers Paper URL Our Slides Bio KDEEP: Protein–Ligand Absolute Binding Affinity Predic...

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Attribution

Reliable18- Understand DNNs

less than 1 minute read

Presenter Papers Paper URL Our Slides Jack A Unified Approach to Interpreting Model Predictions ...

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Autoencoder

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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molecule

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

GNN for BioMed Applications

1 minute read

Presenter Papers Paper URL Our Slides Bio KDEEP: Protein–Ligand Absolute Binding Affinity Predic...

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scalable

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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sparsity

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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low-rank

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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invariant

Geometric Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides spherical Spherical CNNs Pdf Fuwen PDF + Arsh...

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software-testing

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brain

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Expressive

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Composition

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noise

GNN to Understand

less than 1 minute read

Presenter Papers Paper URL Our Slides Understand Faithful and Customizable Explanations of Black...

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Hierarchical

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

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Optimization

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RNN

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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tutorial

A general survey

less than 1 minute read

Presenter Papers Paper URL Our Slides Dr Qi Survey of Recent DeepLearning to 12 Groups / PDF ...

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recommendation

Application18- DNN for MedQA

less than 1 minute read

Presenter Papers Paper URL Our Slides Bill Seq2SQL: Generating Structured Queries from Natural L...

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BERT

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Few-Shot

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metric-learning

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Certified-Defense

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Parallel

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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RNA

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Privacy

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learn2learn

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white-box

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InfoMax

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nonparametric

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transfer-learning

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Model-Criticism

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Difference-Analysis

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Semi-supervised

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Hyperparameter

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graphical-model

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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verification

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Genomics

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program

GNN for Program Analysis

1 minute read

Presenter Papers Paper URL Our Slides Program Neural network-based graph embedding for cross-pla...

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EHR

Application18- DNN for MedQA

less than 1 minute read

Presenter Papers Paper URL Our Slides Bill Seq2SQL: Generating Structured Queries from Natural L...

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matching

Geometric Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides spherical Spherical CNNs Pdf Fuwen PDF + Arsh...

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geometric

Geometric Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides spherical Spherical CNNs Pdf Fuwen PDF + Arsh...

GNN for BioMed Applications

1 minute read

Presenter Papers Paper URL Our Slides Bio KDEEP: Protein–Ligand Absolute Binding Affinity Predic...

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knowledge-graph

GNN to Understand

less than 1 minute read

Presenter Papers Paper URL Our Slides Understand Faithful and Customizable Explanations of Black...

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

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text

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curriculum

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BackProp

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NTM

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pointer

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set

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meta-learning

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matching net

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hash

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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compression

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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distributed

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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dimension reduction

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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pruning

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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sketch

Basic16- DNN to be Scalable

4 minute read

Presenter Papers Paper URL Our Slides scalable Sanjiv Kumar (Columbia EECS 6898), Lecture: Intro...

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secure

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Cryptography

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EM

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propagation

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mimic

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Metamorphic

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Influence Functions

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bias-variance

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neuroscience

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Parsimonious

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Associative

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Memorization

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dialog

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blocking

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Infomax

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Domain-adaptation

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Neural-Programming

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high-dimensional

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Curriculum

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Differentiation

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Forcing

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Autoregressive

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Denoising

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Multi-Task

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alphaGO

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Planning

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Temporal-Difference

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Auxiliary

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Sampling

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Value-Networks

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Imitation-Learning

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multi-label

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Adversarial-loss

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Fuzzing

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Amortized

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trees

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interpretable

Reliable18- Understand DNNs

less than 1 minute read

Presenter Papers Paper URL Our Slides Jack A Unified Approach to Interpreting Model Predictions ...

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CRISPR

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distillation

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heterogeneous

GNN for Program Analysis

1 minute read

Presenter Papers Paper URL Our Slides Program Neural network-based graph embedding for cross-pla...

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manifold

Geometric Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides spherical Spherical CNNs Pdf Fuwen PDF + Arsh...

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Beam

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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imputation

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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Matrix-Completion

GNN for Graph Generation

less than 1 minute read

Presenter Papers Paper URL Our Slides Generate Maximum-Likelihood Augmented Discrete Generative ...

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Distributed

GNN and scalable

less than 1 minute read

Presenter Papers Paper URL Our Slides Scalable FastGCN: Fast Learning with Graph Convolutional N...

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mobile

Edge and Dynamic computing

less than 1 minute read

Presenter Papers Paper URL Our Slides Edge MobileNets: Efficient Convolutional Neural Networks f...

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stylometric

GNN for NLP QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA A Comparison of Current Graph Database Models Pdf...

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casual

GNN to Understand

less than 1 minute read

Presenter Papers Paper URL Our Slides Understand Faithful and Customizable Explanations of Black...

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binarization

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small-data

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Quantization

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Transfer

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Multi-task

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regularization

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VAE

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encoder-decoder

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submodular

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safety

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adversarial-examples

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model-as-sample

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privacy

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Relational

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CNN

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loss

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analysis

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forgetting

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training

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subspace

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informax

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normalization

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Sample-selection

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