AI Coffee Break with Letitia

@UCobqgqE4i5Kf7wrxRxhToQA - 63.4K subscribers

Lighthearted bite-sized ML videos for your AI Coffee Break! 📺 Mostly videos about the latest technical advancements in AI, such as large language models (LLMs), text-to-image models and everything cool in natural language processing, computer vision, etc.! We try to post twice a month! 🤞 But you know, Letitia has a full-time job, and Ms. Coffee Bean tends to enjoy time off to go out and have fun. 😄 Disclaimer: Opinions expressed are solely my own and do not express the views or opinions of my employer. Impressum: aicoffeebreak.com/impressum.html

Home Videos Live Playlists

Google's new VaultGemma model – Differential Privacy explained

Google's new VaultGemma model – Differential Privacy explained AI Coffee Break with Letitia

4.7K views - 5 months ago

Flow-Matching vs Diffusion Models explained side by side

Flow-Matching vs Diffusion Models explained side by side AI Coffee Break with Letitia

37.4K views - 6 months ago

Energy-Based Transformers explained | How EBTs and EBMs work

Energy-Based Transformers explained | How EBTs and EBMs work AI Coffee Break with Letitia

15.9K views - 7 months ago

Inside ACL 2025 Vienna: Posters & Talks

Inside ACL 2025 Vienna: Posters & Talks AI Coffee Break with Letitia

2.4K views - 7 months ago

Greedy? Min-p? Beam Search? How LLMs Actually Pick Words – Decoding Strategies Explained

Greedy? Min-p? Beam Search? How LLMs Actually Pick Words – Decoding Strategies Explained AI Coffee Break with Letitia

6.7K views - 8 months ago

AlphaEvolve: Using LLMs to solve Scientific and Engineering Challenges | AlphaEvolve explained

AlphaEvolve: Using LLMs to solve Scientific and Engineering Challenges | AlphaEvolve explained AI Coffee Break with Letitia

6.1K views - 10 months ago

Token-Efficient Long Video Understanding for Multimodal LLMs | Paper explained

Token-Efficient Long Video Understanding for Multimodal LLMs | Paper explained AI Coffee Break with Letitia

6.7K views - 11 months ago

4-Bit Training for Billion-Parameter LLMs? Yes, Really.

4-Bit Training for Billion-Parameter LLMs? Yes, Really. AI Coffee Break with Letitia

14.6K views - 1 year ago

s1: Simple test-time scaling: Just “wait…” + 1,000 training examples? | PAPER EXPLAINED

s1: Simple test-time scaling: Just “wait…” + 1,000 training examples? | PAPER EXPLAINED AI Coffee Break with Letitia

5.4K views - 1 year ago

Training large language models to reason in a continuous latent space – COCONUT Paper explained

Training large language models to reason in a continuous latent space – COCONUT Paper explained AI Coffee Break with Letitia

18.9K views - 1 year ago

LLM Lecture: A Deep Dive into Transformers, Prompts, and Human Feedback

LLM Lecture: A Deep Dive into Transformers, Prompts, and Human Feedback AI Coffee Break with Letitia

14.8K views - 1 year ago

REPA Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You ...

REPA Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You ... AI Coffee Break with Letitia

5K views - 1 year ago

Math Anxiety? and what it has to do with AI – 🔴at #HLF24 with Prof. Yael Tauman Kalai

Math Anxiety? and what it has to do with AI – 🔴at #HLF24 with Prof. Yael Tauman Kalai AI Coffee Break with Letitia

4K views - 1 year ago

Graph Language Models EXPLAINED in 5 Minutes! [Author explanation 🔴 at ACL 2024]

Graph Language Models EXPLAINED in 5 Minutes! [Author explanation 🔴 at ACL 2024] AI Coffee Break with Letitia

6.8K views - 1 year ago

How OpenAI made o1 "think" – Here is what we think and already know about o1 reinforcement learning

How OpenAI made o1 "think" – Here is what we think and already know about o1 reinforcement learning AI Coffee Break with Letitia

11.7K views - 1 year ago

Transformer LLMs are Turing Complete after all !?

Transformer LLMs are Turing Complete after all !? AI Coffee Break with Letitia

7.4K views - 1 year ago

Mission: Impossible language models – Paper Explained [ACL 2024 recording]

Mission: Impossible language models – Paper Explained [ACL 2024 recording] AI Coffee Break with Letitia

9.2K views - 1 year ago

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution – Paper Explained

Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution – Paper Explained AI Coffee Break with Letitia

16.5K views - 1 year ago

My PhD Journey in AI / ML (while doing YouTube on the side)

My PhD Journey in AI / ML (while doing YouTube on the side) AI Coffee Break with Letitia

11.7K views - 1 year ago

[Own work] On Measuring Faithfulness or Self-consistency of Natural Language Explanations

[Own work] On Measuring Faithfulness or Self-consistency of Natural Language Explanations AI Coffee Break with Letitia

3.8K views - 1 year ago

Supercharging RAG with Generative Feedback Loops from Weaviate

Supercharging RAG with Generative Feedback Loops from Weaviate AI Coffee Break with Letitia

5.9K views - 1 year ago

GaLore EXPLAINED: Memory-Efficient LLM Training by Gradient Low-Rank Projection

GaLore EXPLAINED: Memory-Efficient LLM Training by Gradient Low-Rank Projection AI Coffee Break with Letitia

10.7K views - 1 year ago

Shapley Values Explained | Interpretability for AI models, even LLMs!

Shapley Values Explained | Interpretability for AI models, even LLMs! AI Coffee Break with Letitia

6.8K views - 1 year ago

Stealing Part of a Production LLM | API protects LLMs no more

Stealing Part of a Production LLM | API protects LLMs no more AI Coffee Break with Letitia

17.9K views - 2 years ago

Genie explained 🧞 Generative Interactive Environments paper explained

Genie explained 🧞 Generative Interactive Environments paper explained AI Coffee Break with Letitia

4.6K views - 2 years ago

MAMBA and State Space Models explained | SSM explained

MAMBA and State Space Models explained | SSM explained AI Coffee Break with Letitia

88.7K views - 2 years ago

Sparse LLMs at inference: 6x faster transformers! | DEJAVU paper explained

Sparse LLMs at inference: 6x faster transformers! | DEJAVU paper explained AI Coffee Break with Letitia

6.5K views - 2 years ago

Transformers explained | The architecture behind LLMs

Transformers explained | The architecture behind LLMs AI Coffee Break with Letitia

39.6K views - 2 years ago

Direct Preference Optimization: Your Language Model is Secretly a Reward Model | DPO paper explained

Direct Preference Optimization: Your Language Model is Secretly a Reward Model | DPO paper explained AI Coffee Break with Letitia

40.1K views - 2 years ago

FunSearch from DeepMind explained | LLM hallucinations discover new math solutions!?

FunSearch from DeepMind explained | LLM hallucinations discover new math solutions!? AI Coffee Break with Letitia

13.6K views - 2 years ago

DALL-E 3 is better at following Text Prompts! Here is why. — DALL-E 3 explained

DALL-E 3 is better at following Text Prompts! Here is why. — DALL-E 3 explained AI Coffee Break with Letitia

4.4K views - 2 years ago

Adversarial Attacks and Defenses. The Dimpled Manifold Hypothesis. David Stutz from DeepMind #HLF23

Adversarial Attacks and Defenses. The Dimpled Manifold Hypothesis. David Stutz from DeepMind #HLF23 AI Coffee Break with Letitia

3.5K views - 2 years ago

What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED

What is LoRA? Low-Rank Adaptation for finetuning LLMs EXPLAINED AI Coffee Break with Letitia

99.2K views - 2 years ago

Are ChatBots their own death? | Training on Generated Data Makes Models Forget – Paper explained

Are ChatBots their own death? | Training on Generated Data Makes Models Forget – Paper explained AI Coffee Break with Letitia

5.5K views - 2 years ago

The first law on AI regulation | The EU AI Act

The first law on AI regulation | The EU AI Act AI Coffee Break with Letitia

10.9K views - 2 years ago

Author Interviews, Poster Highlights, Summary of the ACL 2023 Toronto NLP

Author Interviews, Poster Highlights, Summary of the ACL 2023 Toronto NLP AI Coffee Break with Letitia

4.5K views - 2 years ago

ChatGPT ist not an intelligent agent. It is a cultural technology. – Gopnik Keynote

ChatGPT ist not an intelligent agent. It is a cultural technology. – Gopnik Keynote AI Coffee Break with Letitia

4.1K views - 2 years ago

[Own work] MM-SHAP to measure modality contributions

[Own work] MM-SHAP to measure modality contributions AI Coffee Break with Letitia

4.3K views - 2 years ago

Eight Things to Know about Large Language Models

Eight Things to Know about Large Language Models AI Coffee Break with Letitia

18.2K views - 2 years ago

Moral Self-Correction in Large Language Models | paper explained

Moral Self-Correction in Large Language Models | paper explained AI Coffee Break with Letitia

3.6K views - 3 years ago

AI beats us at another game: STRATEGO | DeepNash paper explained

AI beats us at another game: STRATEGO | DeepNash paper explained AI Coffee Break with Letitia

4.8K views - 3 years ago

Why ChatGPT fails | Language Model Limitations EXPLAINED

Why ChatGPT fails | Language Model Limitations EXPLAINED AI Coffee Break with Letitia

7.8K views - 3 years ago

"Watermarking Language Models" paper and GPTZero EXPLAINED | How to detect text by ChatGPT?

"Watermarking Language Models" paper and GPTZero EXPLAINED | How to detect text by ChatGPT? AI Coffee Break with Letitia

10.6K views - 3 years ago

Training learned optimizers: VeLO paper EXPLAINED

Training learned optimizers: VeLO paper EXPLAINED AI Coffee Break with Letitia

5.6K views - 3 years ago

ChatGPT vs Sparrow - Battle of Chatbots

ChatGPT vs Sparrow - Battle of Chatbots AI Coffee Break with Letitia

23.2K views - 3 years ago

Paella: Text to image FASTER than diffusion models | Paella paper explained

Paella: Text to image FASTER than diffusion models | Paella paper explained AI Coffee Break with Letitia

9.8K views - 3 years ago

Generate long form video with Transformers | Phenaki from Google Brain explained

Generate long form video with Transformers | Phenaki from Google Brain explained AI Coffee Break with Letitia

11.7K views - 3 years ago

Movie Diffusion explained | Make-a-Video from MetaAI and Imagen Video from Google Brain

Movie Diffusion explained | Make-a-Video from MetaAI and Imagen Video from Google Brain AI Coffee Break with Letitia

15.9K views - 3 years ago

Beyond neural scaling laws – Paper Explained

Beyond neural scaling laws – Paper Explained AI Coffee Break with Letitia

16.4K views - 3 years ago

How does Stable Diffusion work? – Latent Diffusion Models EXPLAINED

How does Stable Diffusion work? – Latent Diffusion Models EXPLAINED AI Coffee Break with Letitia

100.4K views - 3 years ago

Machine Translation for a 1000 languages – Paper explained

Machine Translation for a 1000 languages – Paper explained AI Coffee Break with Letitia

6.2K views - 3 years ago

DALLE-2 has a secret language!? | Theories and explanations

DALLE-2 has a secret language!? | Theories and explanations AI Coffee Break with Letitia

8.4K views - 3 years ago

Imagen, the DALL-E 2 competitor from Google Brain, explained 🧠| Diffusion models illustrated

Imagen, the DALL-E 2 competitor from Google Brain, explained 🧠| Diffusion models illustrated AI Coffee Break with Letitia

30.5K views - 3 years ago

A New Physics-Inspired Theory of Deep Learning | Optimal initialization of Neural Nets

A New Physics-Inspired Theory of Deep Learning | Optimal initialization of Neural Nets AI Coffee Break with Letitia

13.4K views - 3 years ago

[Own work] VALSE Benchmark for Vision and Language Models Hallucination Detection 💃

[Own work] VALSE Benchmark for Vision and Language Models Hallucination Detection 💃 AI Coffee Break with Letitia

5.9K views - 3 years ago

PaLM Pathways Language Model explained | 540 Billion parameters can explain jokes!?

PaLM Pathways Language Model explained | 540 Billion parameters can explain jokes!? AI Coffee Break with Letitia

21.7K views - 4 years ago

SEER explained: Vision Models more Robust & Fair when pretrained on UNCURATED images!?

SEER explained: Vision Models more Robust & Fair when pretrained on UNCURATED images!? AI Coffee Break with Letitia

4.1K views - 4 years ago

[Quiz] Regularization in Deep Learning, Lipschitz continuity, Gradient regularization

[Quiz] Regularization in Deep Learning, Lipschitz continuity, Gradient regularization AI Coffee Break with Letitia

7.1K views - 4 years ago

Diffusion models explained. How does OpenAI's GLIDE work?

Diffusion models explained. How does OpenAI's GLIDE work? AI Coffee Break with Letitia

99K views - 4 years ago

How do Vision Transformers work? – Paper explained | multi-head self-attention & convolutions

How do Vision Transformers work? – Paper explained | multi-head self-attention & convolutions AI Coffee Break with Letitia

20.1K views - 4 years ago