30k subscribers AMA (Ask Me Anything) | Channel Update
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Celebrating 30.000 subscribers and doing an ask-me-anything session!
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⌚️ Timetable:
00:00 Intro
00:26 Your feedback matters!
00:52 AMA session kick off
01:08 Question1 - Research engineer vs research scientist?
03:10 Question2 - PhD?
04:36 Question3 - How is living in London?
05:00 Question4 - Most important skills for AI?
06:18 Question5 - Will you be doing podcasts on this channel?
06:50 Question6 - What are …
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Chapters (15)
Intro
0:26
Your feedback matters!
0:52
AMA session kick off
1:08
Question1 - Research engineer vs research scientist?
3:10
Question2 - PhD?
4:36
Question3 - How is living in London?
5:00
Question4 - Most important skills for AI?
6:18
Question5 - Will you be doing podcasts on this channel?
6:50
Question6 - What are you most excited about in ML today?
8:41
Question7 - What do you do to relax?
9:08
Question8 - Replicability crisis, large models?
11:15
Question9 - When will AI finally become conscious?
11:35
Question10 - Experiences so far in DeepMind?
12:26
Question11 - How has my view of the ML changed?
14:41
Question12 - Next big thing?
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Intro | Neural Style Transfer #1
Aleksa Gordić - The AI Epiphany
Basic Theory | Neural Style Transfer #2
Aleksa Gordić - The AI Epiphany
Optimization method | Neural Style Transfer #3
Aleksa Gordić - The AI Epiphany
Advanced Theory | Neural Style Transfer #4
Aleksa Gordić - The AI Epiphany
Anyone can make deepfakes now!
Aleksa Gordić - The AI Epiphany
What is Computer Vision? | The Art of Creating Seeing Machines
Aleksa Gordić - The AI Epiphany
Feed-forward method | Neural Style Transfer #5
Aleksa Gordić - The AI Epiphany
Alan Turing | Computing Machinery and Intelligence
Aleksa Gordić - The AI Epiphany
Feed-forward method (training) | Neural Style Transfer #6
Aleksa Gordić - The AI Epiphany
What is Google Deep Dream? (Basic Theory) | Deep Dream Series #1
Aleksa Gordić - The AI Epiphany
Semantic Segmentation in PyTorch | Neural Style Transfer #7
Aleksa Gordić - The AI Epiphany
How to get started with Machine Learning
Aleksa Gordić - The AI Epiphany
How to learn PyTorch? (3 easy steps) | 2021
Aleksa Gordić - The AI Epiphany
PyTorch or TensorFlow?
Aleksa Gordić - The AI Epiphany
3 Machine Learning Projects For Beginners (Highly visual) | 2021
Aleksa Gordić - The AI Epiphany
Machine Learning Projects (Intermediate level) | 2021
Aleksa Gordić - The AI Epiphany
Cheapest (0$) Deep Learning Hardware Options | 2021
Aleksa Gordić - The AI Epiphany
How to learn deep learning? (Transformers Example)
Aleksa Gordić - The AI Epiphany
How do transformers work? (Attention is all you need)
Aleksa Gordić - The AI Epiphany
Developing a deep learning project (case study on transformer)
Aleksa Gordić - The AI Epiphany
Vision Transformer (ViT) - An image is worth 16x16 words | Paper Explained
Aleksa Gordić - The AI Epiphany
GPT-3 - Language Models are Few-Shot Learners | Paper Explained
Aleksa Gordić - The AI Epiphany
Google DeepMind's AlphaFold 2 explained! (Protein folding, AlphaFold 1, a glimpse into AlphaFold 2)
Aleksa Gordić - The AI Epiphany
Attention Is All You Need (Transformer) | Paper Explained
Aleksa Gordić - The AI Epiphany
Graph Attention Networks (GAT) | GNN Paper Explained
Aleksa Gordić - The AI Epiphany
Graph Convolutional Networks (GCN) | GNN Paper Explained
Aleksa Gordić - The AI Epiphany
Graph SAGE - Inductive Representation Learning on Large Graphs | GNN Paper Explained
Aleksa Gordić - The AI Epiphany
PinSage - Graph Convolutional Neural Networks for Web-Scale Recommender Systems | Paper Explained
Aleksa Gordić - The AI Epiphany
OpenAI CLIP - Connecting Text and Images | Paper Explained
Aleksa Gordić - The AI Epiphany
Temporal Graph Networks (TGN) | GNN Paper Explained
Aleksa Gordić - The AI Epiphany
Graph Neural Network Project Update! (I'm coding GAT from scratch)
Aleksa Gordić - The AI Epiphany
Graph Attention Network Project Walkthrough
Aleksa Gordić - The AI Epiphany
How to get started with Graph ML? (Blog walkthrough)
Aleksa Gordić - The AI Epiphany
DQN - Playing Atari with Deep Reinforcement Learning | RL Paper Explained
Aleksa Gordić - The AI Epiphany
AlphaGo - Mastering the game of Go with deep neural networks and tree search | RL Paper Explained
Aleksa Gordić - The AI Epiphany
DeepMind's AlphaGo Zero and AlphaZero | RL paper explained
Aleksa Gordić - The AI Epiphany
OpenAI - Solving Rubik's Cube with a Robot Hand | RL paper explained
Aleksa Gordić - The AI Epiphany
MuZero - Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model | RL Paper explained
Aleksa Gordić - The AI Epiphany
EfficientNetV2 - Smaller Models and Faster Training | Paper explained
Aleksa Gordić - The AI Epiphany
Implementing DeepMind's DQN from scratch! | Project Update
Aleksa Gordić - The AI Epiphany
MLP-Mixer: An all-MLP Architecture for Vision | Paper explained
Aleksa Gordić - The AI Epiphany
DeepMind's Android RL Environment - AndroidEnv
Aleksa Gordić - The AI Epiphany
When Vision Transformers Outperform ResNets without Pretraining | Paper Explained
Aleksa Gordić - The AI Epiphany
Non-Parametric Transformers | Paper explained
Aleksa Gordić - The AI Epiphany
Chip Placement with Deep Reinforcement Learning | Paper Explained
Aleksa Gordić - The AI Epiphany
Text Style Brush - Transfer of text aesthetics from a single example | Paper Explained
Aleksa Gordić - The AI Epiphany
Graphormer - Do Transformers Really Perform Bad for Graph Representation? | Paper Explained
Aleksa Gordić - The AI Epiphany
GANs N' Roses: Stable, Controllable, Diverse Image to Image Translation | Paper Explained
Aleksa Gordić - The AI Epiphany
VQ-VAEs: Neural Discrete Representation Learning | Paper + PyTorch Code Explained
Aleksa Gordić - The AI Epiphany
VQ-GAN: Taming Transformers for High-Resolution Image Synthesis | Paper Explained
Aleksa Gordić - The AI Epiphany
Multimodal Few-Shot Learning with Frozen Language Models | Paper Explained
Aleksa Gordić - The AI Epiphany
Focal Transformer: Focal Self-attention for Local-Global Interactions in Vision Transformers
Aleksa Gordić - The AI Epiphany
AudioCLIP: Extending CLIP to Image, Text and Audio | Paper Explained
Aleksa Gordić - The AI Epiphany
RMA: Rapid Motor Adaptation for Legged Robots | Paper Explained
Aleksa Gordić - The AI Epiphany
DALL-E: Zero-Shot Text-to-Image Generation | Paper Explained
Aleksa Gordić - The AI Epiphany
Channel Update: vacation, leaving Microsoft, approaching 10k subs and more!
Aleksa Gordić - The AI Epiphany
DETR: End-to-End Object Detection with Transformers | Paper Explained
Aleksa Gordić - The AI Epiphany
DINO: Emerging Properties in Self-Supervised Vision Transformers | Paper Explained!
Aleksa Gordić - The AI Epiphany
DeepMind DetCon: Efficient Visual Pretraining with Contrastive Detection | Paper Explained
Aleksa Gordić - The AI Epiphany
Do Vision Transformers See Like Convolutional Neural Networks? | Paper Explained
Aleksa Gordić - The AI Epiphany
DeepCamp AI