Канал: Vaclav Kosar

Validate Reliability of a Research Paper

Validate Reliability of a Research Paper

Symbolic vs Connectionist Machine Learning

Symbolic vs Connectionist Machine Learning

Neural Network Pruning Explained

Neural Network Pruning Explained

Embeddings in Machine Learning Explained

Embeddings in Machine Learning Explained

Multimodal Image-text Classification

Multimodal Image-text Classification

Neural Data Compression

Neural Data Compression

How Computers Understood Humans

How Computers Understood Humans

OpenAI's DALL-E 2 and DALL-E 1 Explained

OpenAI's DALL-E 2 and DALL-E 1 Explained

Google's Pathways Language Model and Chain-of-Thought

Google's Pathways Language Model and Chain-of-Thought

Word Alignment for Sentence Similarity

Word Alignment for Sentence Similarity

Cross-Attention in Transformer Architecture Can Merge Images with Text

Cross-Attention in Transformer Architecture Can Merge Images with Text

SRU++ Model Speeds Up Transformer with Simple Recurrent Unit

SRU++ Model Speeds Up Transformer with Simple Recurrent Unit

DeepMind's RETRO Transformer Model

DeepMind's RETRO Transformer Model

Manipulate Item Attributes via Disentangled Representation

Manipulate Item Attributes via Disentangled Representation

ELECTRA: How to Train BERT 4x Cheaper

ELECTRA: How to Train BERT 4x Cheaper

Expire-Span: Scaling Transformer by Forgetting

Expire-Span: Scaling Transformer by Forgetting

Hallstatt waterfall

Hallstatt waterfall

Quilt Data Versioning Review & How-to

Quilt Data Versioning Review & How-to

Wav2vec: Semi and Unsupervised Speech Recognition

Wav2vec: Semi and Unsupervised Speech Recognition

PID Controller: A Control Loop Mechanism

PID Controller: A Control Loop Mechanism

DreamCoder: Wake & Sleep Program Learning (reading papers)

DreamCoder: Wake & Sleep Program Learning (reading papers)

Automatically Expanding Taxonomy

Automatically Expanding Taxonomy

Submodularity in Ranking, Summarization, and Self-attention

Submodularity in Ranking, Summarization, and Self-attention

Feed-Forward, Self-Attention & Key-Value (Reading Papers)

Feed-Forward, Self-Attention & Key-Value (Reading Papers)

Lambda Networks Transform Self-Attention

Lambda Networks Transform Self-Attention

Performers FAVOR+ Faster Transformer Attention (fixed version)

Performers FAVOR+ Faster Transformer Attention (fixed version)

Double Descent Contrary to Bias-Variance Trade-Off

Double Descent Contrary to Bias-Variance Trade-Off

Gradients as a Measure of Uncertainty in Neural Networks (reading papers)

Gradients as a Measure of Uncertainty in Neural Networks (reading papers)

Matrix exponential as a non-linearity: Intelligent Matrix Exponentiation (reading papers)

Matrix exponential as a non-linearity: Intelligent Matrix Exponentiation (reading papers)

Word Mover's Embedding: Cheap WMD For Documents

Word Mover's Embedding: Cheap WMD For Documents

OpenAI's Glow - Representations Must Flow - Flow-based models

OpenAI's Glow - Representations Must Flow - Flow-based models

Ridge Regularization: an Essential Concept in Data Science (reading papers)

Ridge Regularization: an Essential Concept in Data Science (reading papers)

Exactly Robust Kernel Principal Component Analysis (reading papers)

Exactly Robust Kernel Principal Component Analysis (reading papers)

Inducible transcription factors and transcriptome-wide time series (reading papers)

Inducible transcription factors and transcriptome-wide time series (reading papers)

Network Deconvolution (reading papers)

Network Deconvolution (reading papers)

StarSpace: Embeddings For Documents, Users, and Words

StarSpace: Embeddings For Documents, Users, and Words

Conversations with Search Engines (reading papers)

Conversations with Search Engines (reading papers)

Adversarial Latent Autoencoders (reading papers)

Adversarial Latent Autoencoders (reading papers)

Top-Down Networks: A coarse-to-fine reimagination of CNNs (reading papers)

Top-Down Networks: A coarse-to-fine reimagination of CNNs (reading papers)

Thinkpad P52 vs ZBook 15 G5: Comparison and review

Thinkpad P52 vs ZBook 15 G5: Comparison and review

Query Reformulations for Web Search & Popularity Bias for Recommenders (Reading Papers)

Query Reformulations for Web Search & Popularity Bias for Recommenders (Reading Papers)

Semi-supervised Learning Meets Factorization (reading papers)

Semi-supervised Learning Meets Factorization (reading papers)

A Simple Framework for Contrastive Learning of Visual Representations (reading papers)

A Simple Framework for Contrastive Learning of Visual Representations (reading papers)

Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective (reading papers)

Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective (reading papers)

Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective (reading papers)

Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective (reading papers)

Predicting A Creator’s Preferences In, and From, Interactive Generative Art (reading papers)

Predicting A Creator’s Preferences In, and From, Interactive Generative Art (reading papers)

Supervised Dimensionality Reduction and Visualization using Centroid-encoder (reading papers)

Supervised Dimensionality Reduction and Visualization using Centroid-encoder (reading papers)

Improving Web Search Ranking by Incorporating User Behavior Information (2006) (Reading Papers)

Improving Web Search Ranking by Incorporating User Behavior Information (2006) (Reading Papers)

Regularizing Matrix Factorization with User and ItemEmbeddings for Recommendation (reading papers)

Regularizing Matrix Factorization with User and ItemEmbeddings for Recommendation (reading papers)

Attentive Item2Vec: Neural Attentive User Representations (reading papers)

Attentive Item2Vec: Neural Attentive User Representations (reading papers)

BPR: Bayesian Personalized Ranking from Implicit Feedback (reading papers)

BPR: Bayesian Personalized Ranking from Implicit Feedback (reading papers)

2019-nCoV: preliminary estimates 19 February 2020 (reading papers)

2019-nCoV: preliminary estimates 19 February 2020 (reading papers)

Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering (reading papers)

Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering (reading papers)

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer (reading papers)

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer (reading papers)

From Poincaré Recurrence to Convergence in Imperfect Information Games (reading papers)

From Poincaré Recurrence to Convergence in Imperfect Information Games (reading papers)

CRL: Class Representative Learning for Image Classification (reading papers)

CRL: Class Representative Learning for Image Classification (reading papers)

Subclass Distillation feat. Hinton (reading papers)

Subclass Distillation feat. Hinton (reading papers)

VQA-LOL: Visual Question Answering under the Lens of Logic (reading papers)

VQA-LOL: Visual Question Answering under the Lens of Logic (reading papers)

Uncertainty in Structured Prediction (reading papers)

Uncertainty in Structured Prediction (reading papers)

Debugging Machine Learning Pipelines (reading papers)

Debugging Machine Learning Pipelines (reading papers)

Graph Similarity Using PageRank and Persistent Homology (reading papers)

Graph Similarity Using PageRank and Persistent Homology (reading papers)

Transformers as Soft Reasoners over Language (reading papers)

Transformers as Soft Reasoners over Language (reading papers)

Consistency of a Recurrent Language Model With Respect to Incomplete Decoding (Reading Papers)

Consistency of a Recurrent Language Model With Respect to Incomplete Decoding (Reading Papers)

REALM: Retrieval-Augmented Language Model Pre-Training (Reading Papers)

REALM: Retrieval-Augmented Language Model Pre-Training (Reading Papers)

fastai: A Layered API for Deep Learning (Reading Papers)

fastai: A Layered API for Deep Learning (Reading Papers)

The Uneven Distribution of Numbers in Nature; 1998; Reading Papers

The Uneven Distribution of Numbers in Nature; 1998; Reading Papers

Neural word embedding as implicit matrix factorization (Reading Papers)

Neural word embedding as implicit matrix factorization (Reading Papers)

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing (Reading Papers)

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing (Reading Papers)

Professor Forcing: A New Algorithm for Training Recurrent Networks (Reading Papers)

Professor Forcing: A New Algorithm for Training Recurrent Networks (Reading Papers)

How Contextual are Contextualized Word Representations? (Reading Papers)

How Contextual are Contextualized Word Representations? (Reading Papers)

Stable Prediction with Model Misspecification and Agnostic Distribution Shift (Reading Papers)

Stable Prediction with Model Misspecification and Agnostic Distribution Shift (Reading Papers)

WinoGrande: An Adversarial Winograd Schema Challenge at Scale (Reading Papers)

WinoGrande: An Adversarial Winograd Schema Challenge at Scale (Reading Papers)

Putting An End to End-to-End: Gradient-Isolated Learning of Representations (Reading Papers)

Putting An End to End-to-End: Gradient-Isolated Learning of Representations (Reading Papers)

Examining the Benefits of Capsule Neural Networks (Reading Papers)

Examining the Benefits of Capsule Neural Networks (Reading Papers)

The Case for Bayesian Deep Learning (Reading Papers)

The Case for Bayesian Deep Learning (Reading Papers)

LaserTagger: Encode, Tag, Realize: High-Precision Text Editing (Reading Papers)

LaserTagger: Encode, Tag, Realize: High-Precision Text Editing (Reading Papers)

Meena: Towards a Human-like Open-Domain Chatbot (Reading Papers)

Meena: Towards a Human-like Open-Domain Chatbot (Reading Papers)

TRADI: Tracking deep neural network weight distributions (Reading Papers)

TRADI: Tracking deep neural network weight distributions (Reading Papers)

Bayesian Sequentially Monitored Multi-arm Experiments with Multiple Comparison Adjustments (Papers)

Bayesian Sequentially Monitored Multi-arm Experiments with Multiple Comparison Adjustments (Papers)

A Decision Theoretic Approach to A/B Testing (Reading Papers)

A Decision Theoretic Approach to A/B Testing (Reading Papers)

Multilingual Denoising Pre-training for Neural Machine Translation (Reading Papers)

Multilingual Denoising Pre-training for Neural Machine Translation (Reading Papers)

Fast is better than free: Revisiting adversarial training (Reading Papers)

Fast is better than free: Revisiting adversarial training (Reading Papers)

ML and AI-based approaches for bioactive ligands discovery and GPCR-ligand recognition (Papers)

ML and AI-based approaches for bioactive ligands discovery and GPCR-ligand recognition (Papers)

Reformer the efficient transformer (Reading papers)

Reformer the efficient transformer (Reading papers)

Causal Discovery from Incomplete Data: A Deep Learning Approach (Reading Papers)

Causal Discovery from Incomplete Data: A Deep Learning Approach (Reading Papers)

Image Segmentation Using Deep Learning: A Survey (Reading Papers)

Image Segmentation Using Deep Learning: A Survey (Reading Papers)

Latent ODEs for Irregularly-Sampled Time Series (Reading Papers)

Latent ODEs for Irregularly-Sampled Time Series (Reading Papers)

On Network Embedding for Machine Learning on Road Networks (Reading Papers)

On Network Embedding for Machine Learning on Road Networks (Reading Papers)

MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding (Reading Papers)

MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding (Reading Papers)

FastText Vector Norms And OOV Words

FastText Vector Norms And OOV Words

Mandalorian Theme Extended Loop

Mandalorian Theme Extended Loop

Edge Of Tomorrow: Find Me When You Wake Up Extended (Loop)

Edge Of Tomorrow: Find Me When You Wake Up Extended (Loop)

Kingpin Game: Bike Ride (v3) Extended (Loop)

Kingpin Game: Bike Ride (v3) Extended (Loop)

Loop: Kingpin Game: Bike Ride Extended

Loop: Kingpin Game: Bike Ride Extended

Edge Of Tomorrow: Navigating The Beach Extended (Loop)

Edge Of Tomorrow: Navigating The Beach Extended (Loop)

Time is an ocean in the storm; Prince Of Persia: Sands of Time

Time is an ocean in the storm; Prince Of Persia: Sands of Time

Spline: Data Lineage For Spark Structure Streaming with Vaclav Kosar and Marek Novotny ABSA Capital

Spline: Data Lineage For Spark Structure Streaming with Vaclav Kosar and Marek Novotny ABSA Capital

Fallout Tactics Soundtrack Extraction Extended (Loop)

Fallout Tactics Soundtrack Extraction Extended (Loop)

Cheap And Tiny Treadmill Desk

Cheap And Tiny Treadmill Desk

Keras Convolutional Text Punctuator Presentation

Keras Convolutional Text Punctuator Presentation

Red Dwarf Legion

Red Dwarf Legion

Dialog Summary: Ghost In The Shell (1995)

Dialog Summary: Ghost In The Shell (1995)

15$ Ebay USB Microscope

15$ Ebay USB Microscope

Sped Up Classic: Carmina Burana

Sped Up Classic: Carmina Burana

Sped Up Classic: The Toccata and Fugue in D minor

Sped Up Classic: The Toccata and Fugue in D minor

Sped Up Classic: The Moonlight Sonata

Sped Up Classic: The Moonlight Sonata

Dialog Summary: 12 Angry Men

Dialog Summary: 12 Angry Men

Dialog Summary: Batman: The Dark Knight

Dialog Summary: Batman: The Dark Knight

Dialog Summary: Schindler's List

Dialog Summary: Schindler's List

Dialog Summary: The Lord Of The Rings: The Fellowship of the Ring

Dialog Summary: The Lord Of The Rings: The Fellowship of the Ring

Dialog Summary: The Godfather Part I

Dialog Summary: The Godfather Part I

Dialog Summary: The Shawshank Redemption

Dialog Summary: The Shawshank Redemption