Posts by Category

Interpretable Deep Learning

1 minute read

Index Papers Our Slides 0 A survey on Interpreting Deep Learning Models Eli Survey ...

Trustworthy Deep Learning

less than 1 minute read

Index Papers Our Slides 1 BIAS ALSO MATTERS: BIAS ATTRIBUTION FOR DEEP NEURAL NETWORK EXPLANATION ...

deep2reproduce 2019 Fall - 3Reliable papers

less than 1 minute read

GNN to Understand

less than 1 minute read

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

GNN Robustness

less than 1 minute read

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

Reliable18- Adversarial Attacks and DNN

less than 1 minute read

Presenter Papers Paper URL Our Slides Jennifer Adversarial Attacks Against Medical Deep Learning...

Reliable18- Adversarial Attacks and DNN

less than 1 minute read

Presenter Papers Paper URL Our Slides Bill Adversarial Examples that Fool both Computer Vision a...

Reliable18- Understand DNNs

less than 1 minute read

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

Application18- DNNs in a Few BioMedical Tasks

3 minute read

Presenter Papers Paper URL Our Slides Arshdeep DeepLesion: automated mining of large-scale lesio...

Reliable18- Testing and Verifying DNNs

1 minute read

Presenter Papers Paper URL Our Slides GaoJi Deep Reinforcement Fuzzing, Konstantin Böttinger, Pa...

Reliable18- Adversarial Attacks and DNN and More

less than 1 minute read

Presenter Papers Paper URL Our Slides Bill Seq2Sick: Evaluating the Robustness of Sequence-to-Se...

Reliable18- Adversarial Attacks and DNN

5 minute read

Presenter Papers Paper URL Our Slides Bill Intriguing Properties of Adversarial Examples, Ekin D...

Application18- Property of DeepNN Models and Discrete tasks

2 minute read

Presenter Papers Paper URL Our Slides Bill Google’s Neural Machine Translation System: Bridging ...

Reliable Applications VI - Robustness2

3 minute read

Presenter Papers Paper URL Our Slides Tianlu Robustness of classifiers: from adversarial to rand...

Reliable Applications IV - Robustness

3 minute read

Presenter Papers Paper URL Our Slides GaoJi Delving into Transferable Adversarial Examples and B...

Reliable Applications III - Interesting Tasks

3 minute read

Presenter Papers Paper URL Our Slides Jack Learning to Query, Reason, and Answer Questions On Am...

Reliable Applications II - Data privacy

4 minute read

Presenter Papers Paper URL Our Slides Xueying Semi-supervised Knowledge Transfer for Deep Learni...

Reliable Applications V - Understanding2

1 minute read

Presenter Papers Paper URL Our Slides Rita Visualizing Deep Neural Network Decisions: Prediction...

Reliable Applications I - Understanding

2 minute read

Presenter Papers Paper URL Our Slides Rita Learning Important Features Through Propagating Activ...

Reliable17-Testing and Machine Learning Basics

2 minute read

Presenter Papers Paper URL Our Slides GaoJi A few useful things to know about machine learning ...

Reliable17-Secure Machine Learning

1 minute read

Presenter Papers Paper URL Our Slides Tobin Summary of A few Papers on: Machine Learning and Cry...

Basic16- Basic Deep NN and Robustness

1 minute read

Presenter Papers Paper URL Our Slides AE Intriguing properties of neural networks / PDF ...

deep2reproduce 2019 Fall - 2Architecture papers

less than 1 minute read

Geometric Deep Learning

less than 1 minute read

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

Application18- DNN for QA and MedQA

less than 1 minute read

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

Structure18- DNNs Varying Structures

less than 1 minute read

Presenter Papers Paper URL Our Slides Arshdeep Learning Transferable Architectures for Scalable ...

Structures18- DNN for Relations

less than 1 minute read

Presenter Papers Paper URL Our Slides Arshdeep Relational inductive biases, deep learning, and g...

Application18- A few DNN for Question Answering

1 minute read

Presenter Papers Paper URL Our Slides Derrick GloVe: Global Vectors for Word Representation ...

Structures18- DNN for Multiple Label Classification

less than 1 minute read

Presenter Papers Paper URL Our Slides Chao Maximizing Subset Accuracy with Recurrent Neural Netw...

Structures18- More Attentions

3 minute read

Presenter Papers Paper URL Our Slides Arshdeep Show, Attend and Tell: Neural Image Caption Gener...

Structure VI - DNN with Adaptive Structures

3 minute read

Presenter Papers Paper URL Our Slides Anant AdaNet: Adaptive Structural Learning of Artificial N...

Structure V - DNN with Attention 3

2 minute read

Presenter Papers Paper URL Our Slides Tianlu Ask Me Anything: Dynamic Memory Networks for Natura...

Structure IV - DNN with Attention 2

2 minute read

Presenter Papers Paper URL Our Slides Jack Attend, Adapt and Transfer: Attentive Deep Architectu...

Structure III - DNN with Attention

2 minute read

Presenter Papers Paper URL Our Slides Rita Paying More Attention to Attention: Improving the Per...

Structure II - DNN with Varying Structures

2 minute read

Presenter Papers Paper URL Our Slides Shijia Outrageously Large Neural Networks: The Sparsely-Ga...

Structure I - Varying DNN structures

3 minute read

Presenter Papers Paper URL Our Slides Jack Learning End-to-End Goal-Oriented Dialog, ICLR17 1 ...

Structures17 - Adaptive Deep Networks II

5 minute read

Presenter Papers Paper URL Our Slides Arshdeep Image Question Answering using Convolutional Neur...

Structures17 -Adaptive Deep Networks I

3 minute read

Presenter Papers Paper URL Our Slides Arshdeep HyperNetworks, David Ha, Andrew Dai, Quoc V. Le I...

Basic16- DNN to be Scalable

4 minute read

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

Basic16- Basic Deep NN with Memory

2 minute read

Presenter Papers Paper URL Our Slides seq2seq Sequence to Sequence Learning with Neural Networks...

Basic16- Basic DNN Reads we finished for NLP/Text

less than 1 minute read

Presenter Papers Paper URL Our Slides NLP A Neural Probabilistic Language Model PDF ...

Basic16- Basic DNN Embedding we read for Ranking/QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA Learning to rank with (a lot of) word features PD...

GNN and Transformer

less than 1 minute read

Index Papers Our Slides 1 Graph Convolutions: More than You Wanted to Know Derrick Survey ...

Learning Relation from Data with Deep Learning

less than 1 minute read

Index Papers Our Slides 1 A Flexible Generative Framework for Graph-based Semi-supervised Learning ...

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...

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...

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...

GNN for Program Analysis

1 minute read

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

GNN for BioMed Applications

1 minute read

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

GNN Basics II - Deep Learning Advances on Graphs

less than 1 minute read

Presenter Papers Paper URL Our Slides Matching Deep Learning of Graph Matching, PDF+ PDF ...

GNN Basics I - Deep Learning Advances on Graphs

1 minute read

Presenter Papers Paper URL Our Notes Basics GraphSAGE: Large-scale Graph Representation Learning...

Generate18- Deep Generative Models for discrete

less than 1 minute read

Presenter Papers Paper URL Our Slides Tkach Boundary-Seeking Generative Adversarial Networks ...

Generate18- Deep Generative Models for Graphs

less than 1 minute read

Presenter Papers Paper URL Our Slides Arshdeep Constrained Graph Variational Autoencoders for Mo...

Application18- Graph DNN in a Few Bio Tasks

less than 1 minute read

Presenter Papers Paper URL Our Slides Eric Modeling polypharmacy side effects with graph convolu...

Structures18- DNN for Relations

less than 1 minute read

Presenter Papers Paper URL Our Slides Arshdeep Relational inductive biases, deep learning, and g...

Structures18- DNN for Multiple Label Classification

less than 1 minute read

Presenter Papers Paper URL Our Slides Chao Maximizing Subset Accuracy with Recurrent Neural Netw...

DiffDock + ESMfold

less than 1 minute read

Papers Paper URL Abstract Evolutionary-scale prediction of atomic level protein structure with a language mo...

A few applications of Deep Learning

less than 1 minute read

Index Papers Our Slides 1 Protein 3D Structure Computed from Evolutionary Sequence Variation Ars...

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 Program Analysis

1 minute read

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

GNN for BioMed Applications

1 minute read

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

Application18- DNN for QA and MedQA

less than 1 minute read

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

Application18- Graph DNN in a Few Bio Tasks

less than 1 minute read

Presenter Papers Paper URL Our Slides Eric Modeling polypharmacy side effects with graph convolu...

Application18- DNNs in a Few Bio CRISPR Tasks

less than 1 minute read

Presenter Papers Paper URL Our Slides Arshdeep deepCRISPR: optimized CRISPR guide RNA design by ...

Survey18- My Tutorial Talk at ACM BCB18 - Interpretable Deep Learning for Genomics

1 minute read

Presenter Papers Paper URL Our Slides Dr. Qi Making Deep Learning Understandable for Analyzing S...

Application18- A few DNN for Question Answering

1 minute read

Presenter Papers Paper URL Our Slides Derrick GloVe: Global Vectors for Word Representation ...

Generative18 -A few more deep discrete Generative Models

4 minute read

Presenter Papers Paper URL Our Slides Arshdeep The Concrete Distribution: A Continuous Relaxatio...

Application18- DNNs in a Few BioMedical Tasks

3 minute read

Presenter Papers Paper URL Our Slides Arshdeep DeepLesion: automated mining of large-scale lesio...

Reliable18- Adversarial Attacks and DNN and More

less than 1 minute read

Presenter Papers Paper URL Our Slides Bill Seq2Sick: Evaluating the Robustness of Sequence-to-Se...

Reliable18- Adversarial Attacks and DNN

5 minute read

Presenter Papers Paper URL Our Slides Bill Intriguing Properties of Adversarial Examples, Ekin D...

Basic BioMed Application Reads we finished before 2017

less than 1 minute read

Presenter Papers Paper URL Our Slides DeepBind Predicting the sequence specificities of DNA- and...

Basic16- Basic DNN Reads we finished for NLP/Text

less than 1 minute read

Presenter Papers Paper URL Our Slides NLP A Neural Probabilistic Language Model PDF ...

Basic16- Basic DNN Embedding we read for Ranking/QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA Learning to rank with (a lot of) word features PD...

GNN and Transformer

less than 1 minute read

Index Papers Our Slides 1 Graph Convolutions: More than You Wanted to Know Derrick Survey ...

deep2reproduce 2019 Fall - 8Scalable papers

less than 1 minute read

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...

GNN Basics I - Deep Learning Advances on Graphs

1 minute read

Presenter Papers Paper URL Our Notes Basics GraphSAGE: Large-scale Graph Representation Learning...

Structure18- DNNs Varying Structures

less than 1 minute read

Presenter Papers Paper URL Our Slides Arshdeep Learning Transferable Architectures for Scalable ...

Application18- A few DNN for Question Answering

1 minute read

Presenter Papers Paper URL Our Slides Derrick GloVe: Global Vectors for Word Representation ...

Structure VI - DNN with Adaptive Structures

3 minute read

Presenter Papers Paper URL Our Slides Anant AdaNet: Adaptive Structural Learning of Artificial N...

Structure II - DNN with Varying Structures

2 minute read

Presenter Papers Paper URL Our Slides Shijia Outrageously Large Neural Networks: The Sparsely-Ga...

Structure I - Varying DNN structures

3 minute read

Presenter Papers Paper URL Our Slides Jack Learning End-to-End Goal-Oriented Dialog, ICLR17 1 ...

Structures17 - Adaptive Deep Networks II

5 minute read

Presenter Papers Paper URL Our Slides Arshdeep Image Question Answering using Convolutional Neur...

Structures17 -Adaptive Deep Networks I

3 minute read

Presenter Papers Paper URL Our Slides Arshdeep HyperNetworks, David Ha, Andrew Dai, Quoc V. Le I...

Basic16- DNN to be Scalable

4 minute read

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

Introductory reads on DeepLearning

less than 1 minute read

Type Papers Paper URL Our Slides Dr Qi Survey of 10 DeepLearning (DL) trends different from clas...

A general survey

less than 1 minute read

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

GNN Basics I - Deep Learning Advances on Graphs

1 minute read

Presenter Papers Paper URL Our Notes Basics GraphSAGE: Large-scale Graph Representation Learning...

Survey18- My Survey Talk at UVA HMI Seminar - A quick and rough overview of DNN

less than 1 minute read

Presenter Papers Paper URL Our Slides Dr. Qi A quick and rough survey of Deep-Neural-Networks ...

Generative I - GAN tutorial by Ian Goodfellow

less than 1 minute read

Presenter Papers Paper URL Our Slides NIPS 2016 ganerative adversarial network tutorial (NIPS 20...

Reinforcement I - Pineau - RL Basic Concepts

less than 1 minute read

Pineau - RL Basic Concepts

Basic17 -Andrew Ng - Nuts and Bolts of Applying Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides NIPS16 Andrew Ng - Nuts and Bolts of Applying Deep Learnin...

Basic16- DNN to be Scalable

4 minute read

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

Basic16- Basic Deep NN and Robustness

1 minute read

Presenter Papers Paper URL Our Slides AE Intriguing properties of neural networks / PDF ...

Basic16- Basic Deep NN with Memory

2 minute read

Presenter Papers Paper URL Our Slides seq2seq Sequence to Sequence Learning with Neural Networks...

Basic16- Basic DNN Reads we finished for NLP/Text

less than 1 minute read

Presenter Papers Paper URL Our Slides NLP A Neural Probabilistic Language Model PDF ...

Basic16- Basic DNN Embedding we read for Ranking/QA

less than 1 minute read

Presenter Papers Paper URL Our Slides QA Learning to rank with (a lot of) word features PD...

Latent and Generative Deep Learning

less than 1 minute read

Index Papers Our Slides 1 Beta VAE, Ladder VAE, Causal VAE Arsh Survey 2 L...

deep2reproduce 2019 Fall - 5Generative papers

less than 1 minute read

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 ...

Generate18- Deep Generative Models for discrete

less than 1 minute read

Presenter Papers Paper URL Our Slides Tkach Boundary-Seeking Generative Adversarial Networks ...

Generate18- Deep Generative Models for Graphs

less than 1 minute read

Presenter Papers Paper URL Our Slides Arshdeep Constrained Graph Variational Autoencoders for Mo...

Generative18 -A few more deep discrete Generative Models

4 minute read

Presenter Papers Paper URL Our Slides Arshdeep The Concrete Distribution: A Continuous Relaxatio...

Generative18 -Generative Adversarial Network (classified)

less than 1 minute read

Presenter Papers Paper URL Our Slides BrandonLiu Summary of Recent Generative Adversarial Networ...

Generative III - GAN training

3 minute read

Presenter Papers Paper URL Our Slides Arshdeep Generalization and Equilibrium in Generative Adve...

Generative II - Deep Generative Models

3 minute read

Presenter Papers Paper URL Our Slides ChaoJiang Courville - Generative Models II DLSS17Sli...

Generative I - GAN tutorial by Ian Goodfellow

less than 1 minute read

Presenter Papers Paper URL Our Slides NIPS 2016 ganerative adversarial network tutorial (NIPS 20...

Generative17- Generative Deep Networks

less than 1 minute read

Presenter Papers Paper URL Our Slides Tobin Energy-Based Generative Adversarial Network 1 ...

RLHF + InstructGPT

less than 1 minute read

Papers Paper URL Abstract Training language models to follow instructions with human feedback URL ...

Decision Transformers

1 minute read

Decision Transformer: Reinforcement Learning via Sequence Modeling Lili Chen, Kevin Lu, Aravind Rajeswaran, Kimin Lee, Aditya Grover, Michael Laskin, Piet...

A Generalist Agent + offline RL + UniMask

less than 1 minute read

Papers Paper URL Abstract

Deep Reinforcement Learning

less than 1 minute read

Index Papers Our Slides 1 Actor-Critic Methods for Control Jake Survey 2 G...

deep2reproduce 2019 Fall - 6Reinforcement papers

less than 1 minute read

Application18- DNNs in a Few BioMedical Tasks

3 minute read

Presenter Papers Paper URL Our Slides Arshdeep DeepLesion: automated mining of large-scale lesio...

Reliable18- Testing and Verifying DNNs

1 minute read

Presenter Papers Paper URL Our Slides GaoJi Deep Reinforcement Fuzzing, Konstantin Böttinger, Pa...

RL IV - RL with varying structures

4 minute read

Presenter Papers Paper URL Our Slides Ceyer Reinforcement Learning with Unsupervised Auxiliary T...

RL III - Basic tutorial RLSS17 (2)

2 minute read

Presenter Papers Paper URL Our Slides Anant The Predictron: End-to-End Learning and Planning, IC...

RL II - Basic tutorial RLSS17

1 minute read

Presenter Papers Paper URL Our Slides Jack Hasselt - Deep Reinforcement Learning RLSS17.pd...

Reinforcement I - Pineau - RL Basic Concepts

less than 1 minute read

Pineau - RL Basic Concepts

Safety Benchmark WMDP

1 minute read

The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning Nathaniel Li, Alexander Pan, Anjali Gopal, Summer Yue, Daniel Berrios, Alice Gatt...

LLM interpretibility, trust and knowledge conflicts

15 minute read

Required Readings:

LLM Hallucination

15 minute read

In this session, our readings cover:

More FM risk

38 minute read

In this session, our readings cover:

LLM multimodal harm responses

14 minute read

In this session, our readings cover:

FM toxicity / harmful outputs

10 minute read

In this session, our readings cover:

FM fairness / bias issues

33 minute read

In this session, our readings cover:

FM privacy leakage issues

14 minute read

In this session, our readings cover:

FM copyright infrigement

26 minute read

In this session, our readings cover:

Survey AI Risk framework

14 minute read

In this session, our readings cover:

GenAI Guardrails

19 minute read

In this session, our readings cover:

Open Source LLM - Mistral Data preparation

27 minute read

In this session, our readings cover:

Survey human alignment

18 minute read

In this session, our readings cover:

LLM evaluating framework

16 minute read

In this session, our readings cover:

LLM basics

less than 1 minute read

Required Readings:

NLP Basics Introduction

less than 1 minute read

Readings:

RLHF + InstructGPT

less than 1 minute read

Papers Paper URL Abstract Training language models to follow instructions with human feedback URL ...

Stable diffusion + DreamBooth + LoRA

1 minute read

Stable diffusion URL “High-Resolution Image Synthesis with Latent Diffusion Models”

Emergent Abilities of LLM

1 minute read

Emergent Abilities of Large Language Models URL “an ability to be emergent if it is not present in smaller models but is present in larger models. Thus...

LLM fine tuning

29 minute read

In this session, our readings cover:

MultiAgent LLMs

16 minute read

In this session, our readings cover:

LLM Agents

23 minute read

Required Readings:

Self-exam LLM and reasoning

19 minute read

In this session, our readings cover:

Prompt Engineering

26 minute read

In this session, our readings cover:

Model editing and Disgorgement

19 minute read

In this session, our readings cover:

Domain Centered FMs

23 minute read

In this session, our readings cover:

Knowledge Augmented FMs

17 minute read

In this session, our readings cover:

Optimization and New Loss in Deep Learning

less than 1 minute read

Index Papers Our Slides 1 Review on Semi-Supervised Learning Zhe Survey 2 ...

Optimization IV - change DNN architecture for Optimization

1 minute read

Presenter Papers Paper URL Our Slides Shijia Professor Forcing: A New Algorithm for Training Rec...

Optimization III - Optimization for DNN

3 minute read

Presenter Papers Paper URL Our Slides GaoJi Forward and Reverse Gradient-Based Hyperparameter Op...

Optimization II - DNN for Optimization

3 minute read

Presenter Papers Paper URL Our Slides GaoJi Neural Architecture Search with Reinforcement Learni...

Optimization I - Understanding DNN Optimization

3 minute read

Presenter Papers Paper URL Our Slides Ceyer An overview of gradient optimization algorithms, 1 ...

Optimization17- Optimization in DNN

4 minute read

Presenter Papers Paper URL Our Slides Muthu Optimization Methods for Large-Scale Machine Learnin...

deep2reproduce 2019 Fall - 1Analysis papers

less than 1 minute read

Theoretical17 VI - More about Behaviors of DNN

3 minute read

Presenter Papers Paper URL Our Slides SE Equivariance Through Parameter-Sharing, ICML17 1 ...

Theoretical17 V - More about Behaviors of DNN

3 minute read

Presenter Papers Paper URL Our Slides Ceyer A Closer Look at Memorization in Deep Networks, ICML...

Theoretical17 IV - Investigating Behaviors of DNN

1 minute read

Presenter Papers Paper URL Our Slides Beilun Learning Deep Parsimonious Representations, NIPS16 ...

Theoretical17 III - Investigating Behaviors of DNN

2 minute read

Presenter Papers Paper URL Our Slides Rita On the Expressive Power of Deep Neural Networks 1 ...

Theoretical17 II - Ganguli - Theoretical Neuroscience and Deep Learning DLSS16

less than 1 minute read

Ganguli - Theoretical Neuroscience and Deep Learning

Meta Deep Learning

less than 1 minute read

Index Papers Our Slides 1 Invariant Risk Minimization Zhe Survey 2 Causal ...

deep2reproduce 2019 Fall - 7MetaDomain papers

less than 1 minute read

Structure18- DNNs Varying Structures

less than 1 minute read

Presenter Papers Paper URL Our Slides Arshdeep Learning Transferable Architectures for Scalable ...

Basic16- Basic Deep NN with Memory

2 minute read

Presenter Papers Paper URL Our Slides seq2seq Sequence to Sequence Learning with Neural Networks...

KV Cache and Tooling

3 minute read

KV Caching in LLM:

Advanced Transformer Architectures

24 minute read

In this session, our readings cover:

Recent LLM basics

21 minute read

In this session, our readings cover:

LLM Scaling law and Efficiency

39 minute read

In this session, our readings cover:

Survey LLMs and Multimodal FMs

2 minute read

In this session, our readings cover:

Stable diffusion + DreamBooth + LoRA

1 minute read

Stable diffusion URL “High-Resolution Image Synthesis with Latent Diffusion Models”

DiffDock + ESMfold

less than 1 minute read

Papers Paper URL Abstract Evolutionary-scale prediction of atomic level protein structure with a language mo...