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Published on
March 14, 2024
DSPy - Gemini and GemmaPresentation
LLM PromptBreeder DSPy Gemini Gemma Ollama
Published on
February 20, 2024
Gemini 1 millionPresentation
LLM Reasoning AlphaGo AlphaZero AlphaStar AlphaCode AlphaFold AlphaGeometry AlphaCodium Self-Discover PromptBreeder
Published on
January 18, 2024
Research from NeurIPSPresentation
NeurIPS LLM MATH-AI Reasoning LeanDojo AlphaGeometry
Published on
November 18, 2023
DevFest SG Talk: No-code Prototyping with FlowisePresentation
LLM LLM-Agents Flowise Langchain Langchain.js RAG Demo DevFest
Published on
November 16, 2023
What's Next in RAGPresentation
LLM LLM-Agents RAG Self-RAG MemGPT Minecraft JARVIS-1
Published on
September 14, 2023
LLMs and ReasoningPresentation
LLM LLM-Agents Self-Refine VOYAGER PAL maxima Planning LeanDojo Learning-to-Program
Published on
September 9, 2023
Keras CorePresentation
Keras TPU TensorFlow PyTorch JAX
Published on
July 27, 2023
Open-Endedness and Large Language ModelsPresentation
LLM LLM-Agents ReAct OpenEndedness EvolInstruct VOYAGER Westworld
Published on
July 13, 2023
Self-Improvement (for Language Models)Presentation
LLM LLM-Agents Self-Debug Self-Refine RLAIF ConstitutionalAI WizardCoder phi-1 EvolInstruct
Published on
June 26, 2023
Code and Reasoning with LLMsPresentation
LLM CodeT5 StarCoder WizardCoder phi-1 VOYAGER Minecraft TinyStories GPT4
Published on
May 28, 2023
MediaPipe with a bit of BardPresentation
MediaPipe TFLite Bard Colab
Published on
May 25, 2023
Images+LLMs : Advances in Multimodal ModelsPresentation
LLM Transformer Multimodal VisionTransformer ViT CLIP BLIP BLIP-2 MiniGPT-4 InstructBLIP BLIP-Diffusion
Published on
April 20, 2023
Interacting with LLMs in a post-chatGPT worldPresentation
LLM RLHF RLAIF ConstitutionalAI langchain ToolFormer SelfDebug Reflexion Westworld
Published on
March 13, 2023
Cloud Platforms & Other Super Fun StuffPresentation
LLM Transformer Minecraft MineRL MineDojo VPT DreamerV3
Published on
February 23, 2023
News You Can Use - Practical StuffPresentation
LLM Transformer langchain lightning LoRA LLM.int8 PEFT ControlNet PyTorch
Published on
January 19, 2023
Voices In, Voices Out - ASR, TTSPresentation
Transformer TTS ASR AudioLM SoundStream VALL-E
Published on
November 29, 2022
Prompting, Instructions and the Future of Large Language ModelsPresentation
Transformer BERT GPT2 GPT3 PaLM NLP LLM
Published on
September 15, 2022
World of Diffusion : Theory, Shortcuts & FuturePresentation
Diffusion StableDiffusion Imagen Dall-E
Published on
August 18, 2022
What’s New in AI & Machine LearningPresentation
Transformer LLM LaMDA JAX
Published on
January 25, 2022
RETRO vs LaMDA - Clash of the TransformersPresentation
Transformer LLM RETRO LaMDA
Published on
January 7, 2022
Text Similarity for NLPWorkshop
Workshop Transformer BERT SentenceBERT
Published on
December 16, 2021
Back to Basics 03Series
Back-to-Basics Transformer BERT NLP GDSC
Published on
December 9, 2021
Back to Basics 02Series
Back-to-Basics CNN GDSC
Published on
December 2, 2021
Back to Basics 01Series
Back-to-Basics MLP GDSC
Published on
November 25, 2021
GPT : Beams, Sampling & morePresentation
Transformer GPT Beam-Search top_k top_p
Published on
August 26, 2021
PerceiverIOPresentation
Transformer BERT Perceiver PerceiverIO PonderNet
Published on
July 20, 2021
Back to Basics 03Series
Back-to-Basics Transformer BERT NLP
Published on
July 13, 2021
Back to Basics 02Series
Back-to-Basics CNN
Published on
July 6, 2021
Back to Basics 01Series
Back-to-Basics MLP
Published on
April 10, 2021
Positioning Yourself for the Future: AI from the BackendPresentation
SGInnovate Singapore NewFrontier
Published on
February 18, 2021
TensorFlow EverywherePresentation
Google TensorFlow NeRF
Published on
September 12, 2020
Where the jobs are in AI, and WhyPresentation
SGInnovate Singapore NewFrontier
Published on
February 6, 2020
Deep Learning State of the ArtPresentation
Causality Hyperparameters
Published on
December 19, 2019
TensorBoard LitePresentation
TensorBoard TensorFlow PyTorch
Published on
November 30, 2019
Faces in the Browser using TensorFlow.jsPresentation
TensorFlow.js TensorFlow
Published on
November 12, 2019
Neural Structured LearningPresentation
Probability Hyperparameters TensorFlow
Published on
October 10, 2019
TensorFlow . Probability : Hyperparameter SearchPresentation
Probability Hyperparameters TensorFlow
Published on
September 29, 2019
AI Day.TH : Transformers and UnicornsPresentation
Transformer NLP BERT GPT2 ALBERT AIDay Thailand TensorFlow
Published on
July 13, 2019
BigDataX : TFX (and a little bit of TFLite)Presentation
TensorFlow-Extended TensorFlow TFX TFLite
Published on
July 6, 2019
XLNet (Singapore AI Day)Presentation
ImageNet TransferLearning MetaLearning OneShotLearning Reptile AIDay
Published on
June 16, 2019
PyCon.TH : CNNs for Images in TF2.0Presentation
PyCon Thailand CNN TensorFlow
Published on
May 30, 2019
Single-Path NAS and the Lottery Ticket HypothesisPresentation
AutoML NAS Neural-Architecture-Search Lottery-Ticket-Hypothesis TensorFlow
Published on
April 16, 2019
TensorFlow 2.0 : CNNs for ImagesPresentation
CNN TensorFlow
Published on
March 14, 2019
TF.summit highlightsPresentation
TF.summit EdgeTPU TFLite TensorFlow
Published on
February 26, 2019
NeurIPS Lightning TalksPresentation
NeurIPS TensorFlow
Published on
February 26, 2019
The Rise of the Language ModelsPresentation
NLP OpenAI GPT2 Transformer LLM Malaysia
Published on
December 18, 2018
Embed All The ThingsPresentation
Word-Embeddings Embeddings TensorFlow
Published on
December 8, 2018
Building, growing and sustaining ML communitiesPresentation
Communities NeurIPS TensorFlow
Published on
November 21, 2018
Learning Language with BERTPresentation
Magenta TensorFlow
Published on
November 12, 2018
Deep Learning VoicesPresentation
WaveNet TTS
Published on
October 27, 2018
New Stuff in TensorFlow and Machine LearningPresentation
TensorFlow.js TensorFlow
Published on
September 27, 2018
Raw Audio to Piano TranscriptionPresentation
Magenta TensorFlow
Published on
September 4, 2018
Did the Model Understand the Question?Presentation
Explainability Interpretability VisualQA TensorFlow
Published on
August 25, 2018
Google Cloud Next ExtendedPresentation
AutoML TensorFlow
Published on
July 19, 2018
Go Faster with float16Presentation
Mixed-Precision TensorFlow Nvidia
Published on
June 21, 2018
NLP Trends : The Rise of the Language ModelPresentation
NLP OpenAI TensorFlow
Published on
May 17, 2018
TensorFlow.js (Google IO report)Presentation
GoogleIO TensorFlow.js TensorFlow
Published on
May 15, 2018
Intrinsic DimensionPresentation
Intrinsic-Dimension PyTorch
Published on
April 29, 2018
Learn to Learn to Learn (Singapore)Presentation
ImageNet TransferLearning MetaLearning OneShotLearning Reptile AIDay
Published on
April 21, 2018
Learn to Learn to Learn (Thailand)Presentation
ImageNet TransferLearning MetaLearning OneShotLearning Reptile AIDay
Published on
March 25, 2018
Deep Learning DIYPresentation
ImageNet TransferLearning MetaLearning OneShotLearning Reptile FOSSASIA
Published on
March 6, 2018
Introduction to CNNs (Speech Stamps)Presentation
SpeechRecognition CNN TensorFlow
Published on
February 22, 2018
NIPS Tutorial SynposisPresentation
NeurIPS TensorFlow
Published on
January 23, 2018
2018 : What's new and what's changedPresentation
WaveNet TensorFlow
Published on
November 21, 2017
Going Deeper - Transfer LearningPresentation
TransferLearning CNN TensorFlow
Published on
October 19, 2017
Relationships from Entity StreamPresentation
Relation-Networks Relationships PyTorch
Published on
September 21, 2017
TensorFlow from SourcePresentation
TensorFlow
Published on
August 24, 2017
Smaller NetworksPresentation
Keras CNN ImageNet TensorFlow
Published on
July 20, 2017
Tips and TricksPresentation
Keras TensorFlow
Published on
July 6, 2017
Relation-Networks in PyTorchPresentation
Relation-Networks Relationships PyTorch
Published on
June 24, 2017
Beginners DayPresentation
Training Keras MLP CNN TensorFlow
Published on
June 22, 2017
CaptioningPresentation
Keras RNN CNN NLP Transformer TensorFlow
Published on
May 25, 2017
Text and RNNsPresentation
Keras NER NLP RNN TensorFlow
Published on
May 20, 2017
Fun with TensorFlowPresentation
Keras BubbleBreaker AlphaGo RL TensorFlow
Published on
April 13, 2017
Generative Art : Style-TransferPresentation
ArtStyleTransfer CNN TensorFlow
Published on
March 20, 2017
Introduction to CNNsPresentation
SpeechRecognition CNN TensorFlow
Published on
March 18, 2017
Deep Learning DIYPresentation
NLP SpeechRecognition FOSSASIA CNN
Published on
February 16, 2017
Going Deeper - Transfer LearningPresentation
TransferLearning CNN TensorFlow
Published on
January 23, 2017
RNNs and NLPPresentation
NLP PyData RNN
Published on
January 19, 2017
Learning NER from ExpertsPresentation
NLP SGInnovate
Published on
July 30, 2016
Fifth Elephant : Deep Learning WorkshopPreview
Workshop theano lasagne VirtualBox DNN
Published on
July 29, 2016
NLP Lessons LearnedPresentation
NLP
Published on
July 23, 2016
DataScienceSG 2016 : Deep Learning WorkshopPresentation
Workshop theano lasagne VirtualBox DNN
Published on
June 23, 2016
PyConSG 2016 : Deep Learning WorkshopPresentation
Workshop theano lasagne VirtualBox DNN
Published on
March 19, 2016
FOSSASIA 2016 : Deep Learning WorkshopPresentation
Workshop theano lasagne VirtualBox DNN
Published on
November 17, 2015
TensorFlow @ PyData SGPresentation
python TensorFlow
Published on
August 16, 2015
The Future of Mind - SG Futurists MeetUpPresentation
GOFAI AGI DNN
Published on
June 19, 2015
Machine Learning - Going Deeper with Python and TheanoPresentation
theano blocks bokeh pycon DNN
Published on
January 15, 2015
1 Billion Words for NLPPresentation
NLP DNN
Published on
December 18, 2014
Deep Learning with a little JavascriptPresentation Link
NLP DNN
Published on
December 10, 2014
Understanding English - In 600 lines of ScalaPresentation
NLP DNN
Published on
September 29, 2014
Word Representations in Vector Space - Mikolov 2013Paper Takeaway
NLP Word-Embeddings PaperTakeaway DNN
Published on
August 25, 2014
Namecard OCR in JavascriptPresentation
javascript nodejs tesseract dv
Published on
June 15, 2014
Sentence Dependencies - d3 VisualizationPresentation
javascript d3js
Published on
March 27, 2014
New-Wave RoboticsPresentation Link
Robots

Blog Posts : /research/talks/

Navigation

Tag search

DSPy - Gemini and GemmaPresentation

Gemini 1 millionPresentation

Research from NeurIPSPresentation

DevFest SG Talk: No-code Prototyping with FlowisePresentation

What's Next in RAGPresentation

LLMs and ReasoningPresentation

Keras CorePresentation

Open-Endedness and Large Language ModelsPresentation

Self-Improvement (for Language Models)Presentation

Code and Reasoning with LLMsPresentation

MediaPipe with a bit of BardPresentation

Images+LLMs : Advances in Multimodal ModelsPresentation

Interacting with LLMs in a post-chatGPT worldPresentation

Cloud Platforms & Other Super Fun StuffPresentation

News You Can Use - Practical StuffPresentation

Voices In, Voices Out - ASR, TTSPresentation

Prompting, Instructions and the Future of Large Language ModelsPresentation

World of Diffusion : Theory, Shortcuts & FuturePresentation

What’s New in AI & Machine LearningPresentation

RETRO vs LaMDA - Clash of the TransformersPresentation

Text Similarity for NLPWorkshop

Back to Basics 03Series

Back to Basics 02Series

Back to Basics 01Series

GPT : Beams, Sampling &amp; morePresentation

PerceiverIOPresentation

Back to Basics 03Series

Back to Basics 02Series

Back to Basics 01Series

Positioning Yourself for the Future: AI from the BackendPresentation

TensorFlow EverywherePresentation

Where the jobs are in AI, and WhyPresentation

Deep Learning State of the ArtPresentation

TensorBoard LitePresentation

Faces in the Browser using TensorFlow.jsPresentation

Neural Structured LearningPresentation

TensorFlow . Probability : Hyperparameter SearchPresentation

AI Day.TH : Transformers and UnicornsPresentation

BigDataX : TFX (and a little bit of TFLite)Presentation

XLNet (Singapore AI Day)Presentation

PyCon.TH : CNNs for Images in TF2.0Presentation

Single-Path NAS and the Lottery Ticket HypothesisPresentation

TensorFlow 2.0 : CNNs for ImagesPresentation

TF.summit highlightsPresentation

NeurIPS Lightning TalksPresentation

The Rise of the Language ModelsPresentation

Embed All The ThingsPresentation

Building, growing and sustaining ML communitiesPresentation

Learning Language with BERTPresentation

Deep Learning VoicesPresentation

New Stuff in TensorFlow and Machine LearningPresentation

Raw Audio to Piano TranscriptionPresentation

Did the Model Understand the Question?Presentation

Google Cloud Next ExtendedPresentation

Go Faster with float16Presentation

NLP Trends : The Rise of the Language ModelPresentation

TensorFlow.js (Google IO report)Presentation

Intrinsic DimensionPresentation

Learn to Learn to Learn (Singapore)Presentation

Learn to Learn to Learn (Thailand)Presentation

Deep Learning DIYPresentation

Introduction to CNNs (Speech Stamps)Presentation

NIPS Tutorial SynposisPresentation

2018 : What's new and what's changedPresentation

Going Deeper - Transfer LearningPresentation

Relationships from Entity StreamPresentation

TensorFlow from SourcePresentation

Smaller NetworksPresentation

Tips and TricksPresentation

Relation-Networks in PyTorchPresentation

Beginners DayPresentation

CaptioningPresentation

Text and RNNsPresentation

Fun with TensorFlowPresentation

Generative Art : Style-TransferPresentation

Introduction to CNNsPresentation

Deep Learning DIYPresentation

GPT : Beams, Sampling & morePresentation