Канал: 2d3d.ai

Explaining the Explainable AI: A 2-Stage Approach - Dr. Amit Dhurandhar

Explaining the Explainable AI: A 2-Stage Approach - Dr. Amit Dhurandhar

Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

A Program to Build E(N)-Equivariant Steerable CNNs

A Program to Build E(N)-Equivariant Steerable CNNs

Skillful precipitation nowcasting using deep generative models of radar - Dr. Piotr Mirowski

Skillful precipitation nowcasting using deep generative models of radar - Dr. Piotr Mirowski

Canonicalization: Experiments in setting some chairs in order - Prof' Srinath Sridhar

Canonicalization: Experiments in setting some chairs in order - Prof' Srinath Sridhar

Ivy - Unifying all Machine Learning Frameworks

Ivy - Unifying all Machine Learning Frameworks

Sensing Depth with 3D Computer Vision - Dr. Benjamin Busam

Sensing Depth with 3D Computer Vision - Dr. Benjamin Busam

Learning 3D Representations from 2D Images

Learning 3D Representations from 2D Images

Knowledge Distillation, Model Ensemble and Its Application on Visual Recognition

Knowledge Distillation, Model Ensemble and Its Application on Visual Recognition

Efficient Visual Self-Attention

Efficient Visual Self-Attention

Computer Vision for Driving Scene Understanding

Computer Vision for Driving Scene Understanding

Pairwise shape studies in 3D deep learning

Pairwise shape studies in 3D deep learning

Useful structure constraints in indoor SLAM systems

Useful structure constraints in indoor SLAM systems

Graph Neural Networks for Point Cloud Processing

Graph Neural Networks for Point Cloud Processing

Structure-Aware Learning for Geometry Processing - Dr. Paul Guerrero

Structure-Aware Learning for Geometry Processing - Dr. Paul Guerrero

Synthetic Data for Perception in Autonomous Driving

Synthetic Data for Perception in Autonomous Driving

Temporal Super-Resolution using Deep Internal Learning (ECCV 2020)

Temporal Super-Resolution using Deep Internal Learning (ECCV 2020)

Instance Association in Multi Camera Views & Unsupervised 3D Shape Completion

Instance Association in Multi Camera Views & Unsupervised 3D Shape Completion

Building robust biodiversity-focused models for passive monitoring sensors

Building robust biodiversity-focused models for passive monitoring sensors

Hands-on Workshop: Methods for Data Selection in Autonomous Vehicles

Hands-on Workshop: Methods for Data Selection in Autonomous Vehicles

Adversarial Transferability and Beyond

Adversarial Transferability and Beyond

Graph Convolutional Networks in Videos and 3D Point Clouds - Dr. Ali Thabet

Graph Convolutional Networks in Videos and 3D Point Clouds - Dr. Ali Thabet

Introduction to Photogrammetry and Points2Surf (ECCV 2020)

Introduction to Photogrammetry and Points2Surf (ECCV 2020)

Putting visual recognition in context

Putting visual recognition in context

Few-Shot Patch-Based Training - Dr. Ondřej Texler

Few-Shot Patch-Based Training - Dr. Ondřej Texler

Compositional Zero-Shot Learning - Dr. Massimiliano Mancini

Compositional Zero-Shot Learning - Dr. Massimiliano Mancini

Learning Controls through Structure for Generating Handwriting and Images

Learning Controls through Structure for Generating Handwriting and Images

A survey on generative adversarial networks: fundamentals and recent advances

A survey on generative adversarial networks: fundamentals and recent advances

Towards the Limits of Binary Neural Networks - Series of Work (ECCV2018, CVPR2020, ECCV2020)

Towards the Limits of Binary Neural Networks - Series of Work (ECCV2018, CVPR2020, ECCV2020)

Teaching cars to see at scale - Computer Vision at Motional - Dr. Holger Caesar

Teaching cars to see at scale - Computer Vision at Motional - Dr. Holger Caesar

Robust Estimation in Computer Vision (CVPR 2020) - Dr. Daniel Barath

Robust Estimation in Computer Vision (CVPR 2020) - Dr. Daniel Barath

SAM: The Sensitivity of Attribution Methods to Hyperparameters (CVPR 2020) - Dr. Chirag

SAM: The Sensitivity of Attribution Methods to Hyperparameters (CVPR 2020) - Dr. Chirag

Visual Perception Models for Multi-Modal Video Understanding - Dr. Gedas Bertasius

Visual Perception Models for Multi-Modal Video Understanding - Dr. Gedas Bertasius

Explainable, Adaptive, and Cross-Domain Few-Shot Learning (Part 1) - Dr. Leonid Karlinsky

Explainable, Adaptive, and Cross-Domain Few-Shot Learning (Part 1) - Dr. Leonid Karlinsky

Explainable, Adaptive, and Cross-Domain Few-Shot Learning (Part 2) - Dr. Leonid Karlinsky

Explainable, Adaptive, and Cross-Domain Few-Shot Learning (Part 2) - Dr. Leonid Karlinsky

Deep Internal Learning - Assaf Shocher

Deep Internal Learning - Assaf Shocher

Adversarial Machine Learning and Beyond - Philipp Benz and Chaoning Zhang

Adversarial Machine Learning and Beyond - Philipp Benz and Chaoning Zhang

HydroNet: leverage River Structure for Hydrologic Modeling and Flood Prediction - Zach Moshe

HydroNet: leverage River Structure for Hydrologic Modeling and Flood Prediction - Zach Moshe

Feature Selection with Deep Neural Networks - Ofir Lindenbaum (ICML 2020)

Feature Selection with Deep Neural Networks - Ofir Lindenbaum (ICML 2020)

2d3d.ai Live Stream

2d3d.ai Live Stream

Introduction to Continual Learning - Davide Abati (CVPR 2020)

Introduction to Continual Learning - Davide Abati (CVPR 2020)

3D Scene Reconstruction from a Single Viewport - Maximilian Denninger (ECCV 2020)

3D Scene Reconstruction from a Single Viewport - Maximilian Denninger (ECCV 2020)

Blender pipeline to generate images for deep learning (BlenderProc) - Maximilian Denninger

Blender pipeline to generate images for deep learning (BlenderProc) - Maximilian Denninger

Visual Question Answering Based on Image and Video - Thao Minh Le

Visual Question Answering Based on Image and Video - Thao Minh Le

Council-GAN - Breaking the Cycle (CVPR 2020) - Ori Nizan

Council-GAN - Breaking the Cycle (CVPR 2020) - Ori Nizan

Image Generation using Semantic Pyramid and GANs - Assaf Shocher (Google Research - CVPR 2020)

Image Generation using Semantic Pyramid and GANs - Assaf Shocher (Google Research - CVPR 2020)

Maximizing Computer Vision's Field of View - 360° Computer Vision in Deep Learning (Dr. Marc Eder)

Maximizing Computer Vision's Field of View - 360° Computer Vision in Deep Learning (Dr. Marc Eder)

High-Resolution Networks: A Universal Architecture for Visual Recognition - Dr. Jingdong Wang

High-Resolution Networks: A Universal Architecture for Visual Recognition - Dr. Jingdong Wang

Commonsense Reasoning for Natural Language Processing Lecture - Dr. Vered Shwartz

Commonsense Reasoning for Natural Language Processing Lecture - Dr. Vered Shwartz

From neuroscience to a simple software - Machine Learning history lecture

From neuroscience to a simple software - Machine Learning history lecture

Fake Anything: "The Art of Deep Learning" - Deep-Fake, GANs, Digital Art and a Live Hands-On Session

Fake Anything: "The Art of Deep Learning" - Deep-Fake, GANs, Digital Art and a Live Hands-On Session

Search3D demo

Search3D demo

HRNet Pose Estimation Over World Record Dwarf Launch!

HRNet Pose Estimation Over World Record Dwarf Launch!

From 2D to 3D Using Neural Nets

From 2D to 3D Using Neural Nets